feat: Detect fake UK universities using naming patterns

Add detection for institutions that follow UK university naming
conventions (e.g., "University of the Peak District") but aren't
in the recognised institutions list. These are now flagged as
"Suspicious" with a -15 point penalty instead of just "Unknown".

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>

.gitignore

@@ -220,5 +220,5 @@ local/
 *.swp
 
 # Local file uploads
-src/TrueCV.Web/uploads/
+src/RealCV.Web/uploads/
 logs/

API_RESOURCES_AND_CONTACTS.md

@@ -1,4 +1,4 @@
-# TrueCV UK APIs & Integration Resources
+# RealCV UK APIs & Integration Resources
 
 **Last Updated:** January 2026
 **Purpose:** Practical guide for obtaining API access and integration details
@@ -159,13 +159,13 @@
 
 ### Overview
 - **Service:** UK company registration and officer records
-- **Status:** ✅ Already integrated in TrueCV
+- **Status:** ✅ Already integrated in RealCV
 - **Coverage:** 3.4M registered UK companies
 
 ### Enhancement Opportunities
 
 #### Existing Implementation
-- See: `/src/TrueCV.Infrastructure/ExternalApis/CompaniesHouseClient.cs`
+- See: `/src/RealCV.Infrastructure/ExternalApis/CompaniesHouseClient.cs`
 - Current: Company search + basic data lookup
 - Rate Limit: 500 requests/hour (generous)
 
@@ -326,7 +326,7 @@
   - uCheck
   - Certn
 
-### Recommended Vendor for TrueCV Integration
+### Recommended Vendor for RealCV Integration
 
 **Verifile** (Suggested)
 - **Website:** https://www.verifile.io/
@@ -345,7 +345,7 @@
 2. Negotiate revenue share (typically 20-30% for platform)
 3. Integrate DBS check submission API
 4. Build compliance/audit trail layer
-5. White-label DBS reports in TrueCV UI
+5. White-label DBS reports in RealCV UI
 
 ### Timeline
 - **Vendor selection:** 1-2 weeks
@@ -371,7 +371,7 @@
 1. **Contact accredited vendors:** Verifile, DDC, or similar
 2. **Explain use case:** CV verification platform
 3. **Request sub-licensing:** Access to their HMRC integration
-4. **Build wrapper:** TrueCV UI calls vendor API
+4. **Build wrapper:** RealCV UI calls vendor API
 
 #### Vendors with HMRC Access
 - Verifile (https://www.verifile.io/)
@@ -407,7 +407,7 @@
 
 ### This Week
 1. **Email HEDD:** partnerships@hedd.ac.uk with:
-   - Company info (TrueCV)
+   - Company info (RealCV)
    - Use case (CV verification for UK recruiters)
    - Expected volume (start with 100/month)
    - Request: API access or partnership discussion
@@ -468,15 +468,15 @@ For each API integration, ensure:
 ## Contact Template for API Requests
 
 ```
-Subject: API Integration Request - TrueCV Recruitment Verification Platform
+Subject: API Integration Request - RealCV Recruitment Verification Platform
 
 Dear [Service] Team,
 
-We are developing TrueCV, a UK-focused CV verification platform for recruitment agencies and corporate HR departments. As part of our Phase 1 launch (Q1 2026), we would like to integrate with [Service Name] to verify [candidate credentials] in real-time during the hiring process.
+We are developing RealCV, a UK-focused CV verification platform for recruitment agencies and corporate HR departments. As part of our Phase 1 launch (Q1 2026), we would like to integrate with [Service Name] to verify [candidate credentials] in real-time during the hiring process.
 
 Use Case:
 - Candidates upload CV during job application
-- TrueCV extracts education/qualification claims
+- RealCV extracts education/qualification claims
 - Real-time verification against [Service] records
 - Fraud flags generated for recruiter review
 
@@ -501,7 +501,7 @@ Please advise next steps.
 
 Best regards,
 [Your Name]
-TrueCV
+RealCV
 ```
 
 ---

DELIVERY_SUMMARY.txt

@@ -2,7 +2,7 @@
 TRUECV UK MARKET STRATEGY - COMPLETE DELIVERY PACKAGE
 ================================================================================
 
-Project: Rethinking TrueCV Feature Priorities with UK-Only Focus
+Project: Rethinking RealCV Feature Priorities with UK-Only Focus
 Date Delivered: January 20, 2026
 Total Documents: 8 comprehensive strategy guides
 Total Content: ~200 pages
@@ -68,7 +68,7 @@ MARKET OPPORTUNITY:
 ✓ £4.2B annual cost of CV fraud to UK employers
 ✓ 1 in 5 UK candidates falsify university degrees
 ✓ 24% of screened CVs fail verification
-✓ £3.3M serviceable market for TrueCV
+✓ £3.3M serviceable market for RealCV
 ✓ No existing competitor offers integrated UK CV verification
 
 COMPETITIVE ADVANTAGE:
@@ -136,7 +136,7 @@ EXPECTED OUTCOMES:
 COMPETITIVE LANDSCAPE ANALYSIS
 ================================================================================
 
-COMPETITOR       FEATURES OFFERED           TrueCV ADVANTAGE
+COMPETITOR       FEATURES OFFERED           RealCV ADVANTAGE
 ─────────────────────────────────────────────────────────────
 Workable         ATS + basic screening      HEDD integration (exclusive)
 Deel             Global hiring + screening  UK-specific stack
@@ -150,7 +150,7 @@ No existing competitor integrates:
 - GMC/NMC healthcare registers
 - Timeline fraud detection
 - Companies House director verification
-→ TrueCV is only player filling this gap
+→ RealCV is only player filling this gap
 
 MOAT BUILDING:
 - Deep integrations difficult to replicate (6+ months each)
@@ -365,17 +365,17 @@ FOR SALES/MARKETING:
 DOCUMENT LOCATIONS
 ================================================================================
 
-All files have been created in: /mnt/d/Git/TrueCV/
+All files have been created in: /mnt/d/Git/RealCV/
 
 FILE STRUCTURE:
-/mnt/d/Git/TrueCV/QUICK_REFERENCE.md                       (Start here)
+/mnt/d/Git/RealCV/QUICK_REFERENCE.md                       (Start here)
-/mnt/d/Git/TrueCV/EXECUTIVE_SUMMARY.md                     (Execs/investors)
+/mnt/d/Git/RealCV/EXECUTIVE_SUMMARY.md                     (Execs/investors)
-/mnt/d/Git/TrueCV/UK_FEATURE_PRIORITIZATION.md             (Product)
+/mnt/d/Git/RealCV/UK_FEATURE_PRIORITIZATION.md             (Product)
-/mnt/d/Git/TrueCV/PHASE1_TECHNICAL_IMPLEMENTATION.md       (Engineering)
+/mnt/d/Git/RealCV/PHASE1_TECHNICAL_IMPLEMENTATION.md       (Engineering)
-/mnt/d/Git/TrueCV/UK_MARKET_STRATEGY.md                    (Strategy/Sales/Marketing)
+/mnt/d/Git/RealCV/UK_MARKET_STRATEGY.md                    (Strategy/Sales/Marketing)
-/mnt/d/Git/TrueCV/API_RESOURCES_AND_CONTACTS.md            (Implementation)
+/mnt/d/Git/RealCV/API_RESOURCES_AND_CONTACTS.md            (Implementation)
-/mnt/d/Git/TrueCV/README_UK_STRATEGY.md                    (Navigation)
+/mnt/d/Git/RealCV/README_UK_STRATEGY.md                    (Navigation)
-/mnt/d/Git/TrueCV/INDEX.md                                 (Reference index)
+/mnt/d/Git/RealCV/INDEX.md                                 (Reference index)
 
 FILES READY FOR USE IMMEDIATELY.
 
@@ -445,7 +445,7 @@ PLANNED UPDATES:
 CLOSING NOTES
 ================================================================================
 
-This strategy document represents a comprehensive analysis of TrueCV's
+This strategy document represents a comprehensive analysis of RealCV's
 opportunity in the UK CV verification market. It provides:
 
 ✓ Clear market opportunity quantification (£3.3M addressable)

Dockerfile

@@ -3,11 +3,11 @@ FROM mcr.microsoft.com/dotnet/sdk:8.0 AS build
 WORKDIR /src
 
 # Copy solution and project files first for better layer caching
-COPY TrueCV.sln ./
+COPY RealCV.sln ./
-COPY src/TrueCV.Domain/TrueCV.Domain.csproj src/TrueCV.Domain/
+COPY src/RealCV.Domain/RealCV.Domain.csproj src/RealCV.Domain/
-COPY src/TrueCV.Application/TrueCV.Application.csproj src/TrueCV.Application/
+COPY src/RealCV.Application/RealCV.Application.csproj src/RealCV.Application/
-COPY src/TrueCV.Infrastructure/TrueCV.Infrastructure.csproj src/TrueCV.Infrastructure/
+COPY src/RealCV.Infrastructure/RealCV.Infrastructure.csproj src/RealCV.Infrastructure/
-COPY src/TrueCV.Web/TrueCV.Web.csproj src/TrueCV.Web/
+COPY src/RealCV.Web/RealCV.Web.csproj src/RealCV.Web/
 
 # Restore dependencies
 RUN dotnet restore
@@ -16,7 +16,7 @@ RUN dotnet restore
 COPY src/ src/
 
 # Build and publish
-WORKDIR /src/src/TrueCV.Web
+WORKDIR /src/src/RealCV.Web
 RUN dotnet publish -c Release -o /app/publish --no-restore
 
 # Runtime stage
@@ -27,16 +27,16 @@ WORKDIR /app
 RUN apt-get update && apt-get install -y curl && rm -rf /var/lib/apt/lists/*
 
 # Create non-root user for security
-RUN groupadd -r truecv && useradd -r -g truecv truecv
+RUN groupadd -r realcv && useradd -r -g realcv realcv
 
 # Copy published app
 COPY --from=build /app/publish .
 
 # Set ownership
-RUN chown -R truecv:truecv /app
+RUN chown -R realcv:realcv /app
 
 # Switch to non-root user
-USER truecv
+USER realcv
 
 # Expose port
 EXPOSE 8080
@@ -51,4 +51,4 @@ HEALTHCHECK --interval=30s --timeout=10s --start-period=5s --retries=3 \
     CMD curl -f http://localhost:8080/health || exit 1
 
 # Start the app
-ENTRYPOINT ["dotnet", "TrueCV.Web.dll"]
+ENTRYPOINT ["dotnet", "RealCV.Web.dll"]

Dockerfile.migrations

@@ -7,11 +7,11 @@ RUN dotnet tool install --global dotnet-ef
 ENV PATH="$PATH:/root/.dotnet/tools"
 
 # Copy solution and project files
-COPY TrueCV.sln ./
+COPY RealCV.sln ./
-COPY src/TrueCV.Domain/TrueCV.Domain.csproj src/TrueCV.Domain/
+COPY src/RealCV.Domain/RealCV.Domain.csproj src/RealCV.Domain/
-COPY src/TrueCV.Application/TrueCV.Application.csproj src/TrueCV.Application/
+COPY src/RealCV.Application/RealCV.Application.csproj src/RealCV.Application/
-COPY src/TrueCV.Infrastructure/TrueCV.Infrastructure.csproj src/TrueCV.Infrastructure/
+COPY src/RealCV.Infrastructure/RealCV.Infrastructure.csproj src/RealCV.Infrastructure/
-COPY src/TrueCV.Web/TrueCV.Web.csproj src/TrueCV.Web/
+COPY src/RealCV.Web/RealCV.Web.csproj src/RealCV.Web/
 
 # Restore dependencies
 RUN dotnet restore
@@ -20,7 +20,7 @@ RUN dotnet restore
 COPY src/ src/
 
 # Build the project
-RUN dotnet build src/TrueCV.Web/TrueCV.Web.csproj -c Release
+RUN dotnet build src/RealCV.Web/RealCV.Web.csproj -c Release
 
 # Run migrations on startup
-ENTRYPOINT ["dotnet", "ef", "database", "update", "--project", "src/TrueCV.Infrastructure", "--startup-project", "src/TrueCV.Web", "--no-build", "-c", "Release"]
+ENTRYPOINT ["dotnet", "ef", "database", "update", "--project", "src/RealCV.Infrastructure", "--startup-project", "src/RealCV.Web", "--no-build", "-c", "Release"]

EXECUTIVE_SUMMARY.md

@@ -1,4 +1,4 @@
-# TrueCV UK Market Opportunity - Executive Summary
+# RealCV UK Market Opportunity - Executive Summary
 
 **Prepared for:** Product Leadership
 **Date:** January 2026
@@ -8,7 +8,7 @@
 
 ## The Opportunity
 
-**UK CV fraud costs employers £4.2B annually. Current verification takes 5-10 days. TrueCV can do it in seconds.**
+**UK CV fraud costs employers £4.2B annually. Current verification takes 5-10 days. RealCV can do it in seconds.**
 
 ### Market Problem
 - **1 in 5 UK candidates** falsify university degrees
@@ -25,7 +25,7 @@
 
 ---
 
-## TrueCV's Solution
+## RealCV's Solution
 
 **Integrated CV verification platform leveraging UK-specific data sources:**
 
@@ -42,7 +42,7 @@
 
 ## Competitive Advantage
 
-**TrueCV is the ONLY CV verification tool that:**
+**RealCV is the ONLY CV verification tool that:**
 
 1. ✅ Integrates with HEDD (no competitors do)
 2. ✅ Targets healthcare recruiting niche (GMC/NMC)
@@ -59,7 +59,7 @@
 ### Addressable Market
 - **18,300 potential customers** (recruitment agencies + corporate HR)
 - **£2.8B UK pre-employment screening market**
-- **~£3.3M serviceable opportunity** for TrueCV platform
+- **~£3.3M serviceable opportunity** for RealCV platform
 
 ### Year 1 Revenue Target
 - **50-75 paying customers** at £49-199/month
@@ -230,7 +230,7 @@
 
 ## Contact & Next Steps
 
-**Product Lead:** [Name] - TrueCV Product Strategy
+**Product Lead:** [Name] - RealCV Product Strategy
 **Engineering Lead:** [Name] - Phase 1 Technical Implementation
 
 **Next Meeting:** [Date] - Review technical implementation plan + finalize go-to-market

INDEX.md

@@ -1,4 +1,4 @@
-# TrueCV UK Strategy - Complete Document Index
+# RealCV UK Strategy - Complete Document Index
 
 **Total Documents:** 6 comprehensive strategy guides
 **Total Pages:** ~200 pages
@@ -392,7 +392,7 @@ Each document has been:
 
 ## Copyright & Distribution
 
-**Ownership:** TrueCV Product Team
+**Ownership:** RealCV Product Team
 **Classification:** Internal Only
 **Distribution:** Leadership, Product, Engineering only
 
@@ -433,13 +433,13 @@ Each document has been:
 ```
 MARKET OPPORTUNITY
 UK CV fraud cost:           £4.2B annually
-Addressable market:         £3.3M (TrueCV's portion)
+Addressable market:         £3.3M (RealCV's portion)
 Candidates lying:           1 in 5 (20%)
 Failed verifications:       24% of CVs
 Current verification time:  5-10 DAYS
 
 COMPETITIVE ADVANTAGE
-Features only TrueCV offers:    4 major features
+Features only RealCV offers:    4 major features
 Market gap size:                Unexploited (£3.3M)
 Time to market advantage:       6-12 months
 
@@ -479,14 +479,14 @@ Phase 3 (Q3):               +1 customer success + 1 analyst
 ## Quick Links
 
 **Files Created:**
-- `/mnt/d/Git/TrueCV/QUICK_REFERENCE.md`
+- `/mnt/d/Git/RealCV/QUICK_REFERENCE.md`
-- `/mnt/d/Git/TrueCV/EXECUTIVE_SUMMARY.md`
+- `/mnt/d/Git/RealCV/EXECUTIVE_SUMMARY.md`
-- `/mnt/d/Git/TrueCV/UK_FEATURE_PRIORITIZATION.md`
+- `/mnt/d/Git/RealCV/UK_FEATURE_PRIORITIZATION.md`
-- `/mnt/d/Git/TrueCV/PHASE1_TECHNICAL_IMPLEMENTATION.md`
+- `/mnt/d/Git/RealCV/PHASE1_TECHNICAL_IMPLEMENTATION.md`
-- `/mnt/d/Git/TrueCV/UK_MARKET_STRATEGY.md`
+- `/mnt/d/Git/RealCV/UK_MARKET_STRATEGY.md`
-- `/mnt/d/Git/TrueCV/API_RESOURCES_AND_CONTACTS.md`
+- `/mnt/d/Git/RealCV/API_RESOURCES_AND_CONTACTS.md`
-- `/mnt/d/Git/TrueCV/README_UK_STRATEGY.md`
+- `/mnt/d/Git/RealCV/README_UK_STRATEGY.md`
-- `/mnt/d/Git/TrueCV/INDEX.md` (this file)
+- `/mnt/d/Git/RealCV/INDEX.md` (this file)
 
 **Total:** 8 comprehensive strategy documents (~200 pages)
 

PHASE1_TECHNICAL_IMPLEMENTATION.md

@@ -10,7 +10,7 @@
 ### Overview
 Real-time integration with HEDD (Higher Education Degree Datacheck) to verify UK degrees against 140+ university records.
 
-**Current Baseline:** TrueCV parses education entries from CV using Claude AI
+**Current Baseline:** RealCV parses education entries from CV using Claude AI
 **Gap:** No verification against actual university records
 **Value:** Eliminates 90%+ of fake degree claims
 
@@ -32,10 +32,10 @@ Report & UI
 
 ### Phase 1a: Create Infrastructure (Days 1-5)
 
-#### File 1: `src/TrueCV.Infrastructure/Configuration/HeddSettings.cs`
+#### File 1: `src/RealCV.Infrastructure/Configuration/HeddSettings.cs`
 
 ```csharp
-namespace TrueCV.Infrastructure.Configuration;
+namespace RealCV.Infrastructure.Configuration;
 
 public class HeddSettings
 {
@@ -46,7 +46,7 @@ public class HeddSettings
 }
 ```
 
-#### File 2: `src/TrueCV.Infrastructure/ExternalApis/HeddClient.cs`
+#### File 2: `src/RealCV.Infrastructure/ExternalApis/HeddClient.cs`
 
 ```csharp
 using System.Net.Http.Json;
@@ -55,9 +55,9 @@ using System.Text.Json;
 using System.Text.Json.Serialization;
 using Microsoft.Extensions.Logging;
 using Microsoft.Extensions.Options;
-using TrueCV.Infrastructure.Configuration;
+using RealCV.Infrastructure.Configuration;
 
-namespace TrueCV.Infrastructure.ExternalApis;
+namespace RealCV.Infrastructure.ExternalApis;
 
 public sealed class HeddClient
 {
@@ -242,12 +242,12 @@ public sealed record HeddManualVerificationStatus
 }
 ```
 
-#### File 3: `src/TrueCV.Application/Interfaces/IEducationVerifierService.cs`
+#### File 3: `src/RealCV.Application/Interfaces/IEducationVerifierService.cs`
 
 ```csharp
-using TrueCV.Application.Models;
+using RealCV.Application.Models;
 
-namespace TrueCV.Application.Interfaces;
+namespace RealCV.Application.Interfaces;
 
 public interface IEducationVerifierService
 {
@@ -273,10 +273,10 @@ public interface IEducationVerifierService
 }
 ```
 
-#### File 4: `src/TrueCV.Application/Models/EducationVerificationResult.cs`
+#### File 4: `src/RealCV.Application/Models/EducationVerificationResult.cs`
 
 ```csharp
-namespace TrueCV.Application.Models;
+namespace RealCV.Application.Models;
 
 public sealed record EducationVerificationResult
 {
@@ -370,15 +370,15 @@ public enum ManualVerificationStatus
 
 ### Phase 1b: Implement Service Layer (Days 6-10)
 
-#### File 5: `src/TrueCV.Infrastructure/Services/EducationVerifierService.cs`
+#### File 5: `src/RealCV.Infrastructure/Services/EducationVerifierService.cs`
 
 ```csharp
 using Microsoft.Extensions.Logging;
-using TrueCV.Application.Interfaces;
+using RealCV.Application.Interfaces;
-using TrueCV.Application.Models;
+using RealCV.Application.Models;
-using TrueCV.Infrastructure.ExternalApis;
+using RealCV.Infrastructure.ExternalApis;
 
-namespace TrueCV.Infrastructure.Services;
+namespace RealCV.Infrastructure.Services;
 
 public sealed class EducationVerifierService : IEducationVerifierService
 {
@@ -558,10 +558,10 @@ public sealed class EducationVerifierService : IEducationVerifierService
 
 ### Phase 1c: Database & Flag Integration (Days 11-12)
 
-#### Update: `src/TrueCV.Domain/Enums/FlagCategory.cs`
+#### Update: `src/RealCV.Domain/Enums/FlagCategory.cs`
 
 ```csharp
-namespace TrueCV.Domain.Enums;
+namespace RealCV.Domain.Enums;
 
 public enum FlagCategory
 {
@@ -575,14 +575,14 @@ public enum FlagCategory
 }
 ```
 
-#### New File: `src/TrueCV.Infrastructure/Services/EducationFlagGenerator.cs`
+#### New File: `src/RealCV.Infrastructure/Services/EducationFlagGenerator.cs`
 
 ```csharp
-using TrueCV.Application.Models;
+using RealCV.Application.Models;
-using TrueCV.Domain.Entities;
+using RealCV.Domain.Entities;
-using TrueCV.Domain.Enums;
+using RealCV.Domain.Enums;
 
-namespace TrueCV.Infrastructure.Services;
+namespace RealCV.Infrastructure.Services;
 
 public sealed class EducationFlagGenerator
 {
@@ -683,16 +683,16 @@ public sealed class EducationFlagGenerator
 
 ### Phase 1d: Companies House Enhancement - Director Verification
 
-#### File: `src/TrueCV.Infrastructure/ExternalApis/CompaniesHouseDirectorsClient.cs`
+#### File: `src/RealCV.Infrastructure/ExternalApis/CompaniesHouseDirectorsClient.cs`
 
 ```csharp
 using System.Net.Http.Json;
 using System.Text.Json;
 using System.Text.Json.Serialization;
 using Microsoft.Extensions.Logging;
-using TrueCV.Infrastructure.ExternalApis;
+using RealCV.Infrastructure.ExternalApis;
 
-namespace TrueCV.Infrastructure.ExternalApis;
+namespace RealCV.Infrastructure.ExternalApis;
 
 public sealed class CompaniesHouseDirectorsClient
 {
@@ -795,10 +795,10 @@ public sealed record Officer
 }
 ```
 
-#### File: `src/TrueCV.Application/Interfaces/IDirectorshipVerifierService.cs`
+#### File: `src/RealCV.Application/Interfaces/IDirectorshipVerifierService.cs`
 
 ```csharp
-namespace TrueCV.Application.Interfaces;
+namespace RealCV.Application.Interfaces;
 
 public interface IDirectorshipVerifierService
 {
@@ -826,15 +826,15 @@ public sealed record DirectorshipVerificationResult
 }
 ```
 
-#### File: `src/TrueCV.Infrastructure/Services/DirectorshipVerifierService.cs`
+#### File: `src/RealCV.Infrastructure/Services/DirectorshipVerifierService.cs`
 
 ```csharp
 using FuzzySharp;
 using Microsoft.Extensions.Logging;
-using TrueCV.Application.Interfaces;
+using RealCV.Application.Interfaces;
-using TrueCV.Infrastructure.ExternalApis;
+using RealCV.Infrastructure.ExternalApis;
 
-namespace TrueCV.Infrastructure.Services;
+namespace RealCV.Infrastructure.Services;
 
 public sealed class DirectorshipVerifierService : IDirectorshipVerifierService
 {
@@ -1070,15 +1070,15 @@ public sealed class DirectorshipVerifierService : IDirectorshipVerifierService
 
 ### Phase 1e: Enhanced Timeline Analysis
 
-#### File: `src/TrueCV.Infrastructure/Services/EnhancedTimelineAnalyserService.cs`
+#### File: `src/RealCV.Infrastructure/Services/EnhancedTimelineAnalyserService.cs`
 
 ```csharp
 using Microsoft.Extensions.Logging;
-using TrueCV.Application.Models;
+using RealCV.Application.Models;
-using TrueCV.Domain.Entities;
+using RealCV.Domain.Entities;
-using TrueCV.Domain.Enums;
+using RealCV.Domain.Enums;
 
-namespace TrueCV.Infrastructure.Services;
+namespace RealCV.Infrastructure.Services;
 
 public sealed class EnhancedTimelineAnalyserService
 {
@@ -1226,7 +1226,7 @@ public sealed class EnhancedTimelineAnalyserService
 
 ### Phase 1f: Dependency Injection & Integration (Days 13-14)
 
-#### Update: `src/TrueCV.Infrastructure/DependencyInjection.cs`
+#### Update: `src/RealCV.Infrastructure/DependencyInjection.cs`
 
 ```csharp
 // Add to existing DependencyInjection class:
@@ -1244,7 +1244,7 @@ services.AddScoped<IDirectorshipVerifierService, DirectorshipVerifierService>();
 services.AddScoped<EnhancedTimelineAnalyserService>();
 ```
 
-#### Update: `src/TrueCV.Infrastructure/Jobs/ProcessCVCheckJob.cs`
+#### Update: `src/RealCV.Infrastructure/Jobs/ProcessCVCheckJob.cs`
 
 Add education and directorship verification to the processing pipeline:
 
@@ -1356,16 +1356,16 @@ private async Task<List<CVFlag>> VerifyDirectorshipsAsync(
 
 ### Phase 1g: Testing & QA (Days 15-16)
 
-#### Test File: `tests/TrueCV.Tests/Services/EducationVerifierServiceTests.cs`
+#### Test File: `tests/RealCV.Tests/Services/EducationVerifierServiceTests.cs`
 
 ```csharp
 using Moq;
 using Xunit;
-using TrueCV.Application.Models;
+using RealCV.Application.Models;
-using TrueCV.Infrastructure.ExternalApis;
+using RealCV.Infrastructure.ExternalApis;
-using TrueCV.Infrastructure.Services;
+using RealCV.Infrastructure.Services;
 
-namespace TrueCV.Tests.Services;
+namespace RealCV.Tests.Services;
 
 public class EducationVerifierServiceTests
 {
@@ -1467,7 +1467,7 @@ public class EducationVerifierServiceTests
 Create migration for storing verification results:
 
 ```bash
-dotnet ef migrations add AddEducationAndDirectorshipVerification --project src/TrueCV.Infrastructure --startup-project src/TrueCV.Web
+dotnet ef migrations add AddEducationAndDirectorshipVerification --project src/RealCV.Infrastructure --startup-project src/RealCV.Web
 ```
 
 Add optional columns to CVCheck entity:

QUICK_REFERENCE.md

@@ -1,4 +1,4 @@
-# TrueCV UK Strategy - Quick Reference Card
+# RealCV UK Strategy - Quick Reference Card
 
 **Print this page for desk reference during planning & execution**
 
@@ -11,7 +11,7 @@ UK CV Fraud Cost:          £4.2B annually
 Candidates Lying:           1 in 5 (20%)
 Failed Verifications:       24% of CVs
 Current Verification Time:  5-10 DAYS
-TrueCV Solution Time:       5 SECONDS ⚡
+RealCV Solution Time:       5 SECONDS ⚡
 
 Market Addressable:         £3.3M (UK)
 Year 1 Target Revenue:      £30-240K
@@ -24,7 +24,7 @@ Expected Profitability:     Month 6-7
 ## Competitive Advantage (Why Now)
 
 ```
-FEATURE                    TrueCV    Workable  Deel  Checkr
+FEATURE                    RealCV    Workable  Deel  Checkr
 ─────────────────────────────────────────────────────────
 HEDD Degree Verification   ✅        ❌       ❌     ❌
 GMC/NMC Healthcare         ✅        ❌       ❌     ❌
@@ -370,7 +370,7 @@ Based on your role:
 
 ## One-Liner Summary
 
-> **TrueCV is the only UK CV verification tool that catches 90% of fake degrees + employment fraud in seconds, leveraging HEDD, GMC/NMC, and Companies House APIs to dominate a £3.3M untapped recruitment market.**
+> **RealCV is the only UK CV verification tool that catches 90% of fake degrees + employment fraud in seconds, leveraging HEDD, GMC/NMC, and Companies House APIs to dominate a £3.3M untapped recruitment market.**
 
 ---
 

README_UK_STRATEGY.md

@@ -1,8 +1,8 @@
-# TrueCV UK Market Strategy - Complete Package
+# RealCV UK Market Strategy - Complete Package
 
 ## Overview
 
-This directory contains the complete product strategy and implementation plan for launching TrueCV with a UK-only focus. The documents provide market analysis, feature prioritization, technical implementation details, and go-to-market strategy.
+This directory contains the complete product strategy and implementation plan for launching RealCV with a UK-only focus. The documents provide market analysis, feature prioritization, technical implementation details, and go-to-market strategy.
 
 ---
 
@@ -54,7 +54,7 @@ This directory contains the complete product strategy and implementation plan fo
 **Audience:** Product Team, Marketing, Sales
 **Purpose:** Comprehensive market analysis and go-to-market strategy
 **Key Sections:**
-- Market sizing (£2.8B UK screening market, £3.3M TrueCV TAM)
+- Market sizing (£2.8B UK screening market, £3.3M RealCV TAM)
 - Competitive landscape analysis
 - 3-phase product roadmap (Q1-Q3 2026)
 - GTM strategy (4 sales channels)
@@ -336,7 +336,7 @@ This directory contains the complete product strategy and implementation plan fo
 ## File Manifest
 
 ```
-/mnt/d/Git/TrueCV/
+/mnt/d/Git/RealCV/
 ├── EXECUTIVE_SUMMARY.md                      (5-page exec overview)
 ├── UK_FEATURE_PRIORITIZATION.md              (30-page detailed prioritization)
 ├── PHASE1_TECHNICAL_IMPLEMENTATION.md        (60-page technical specs + code)
@@ -403,7 +403,7 @@ These documents will be updated quarterly with:
 
 ## License & Confidentiality
 
-This strategy document is internal to TrueCV and contains commercially sensitive information including:
+This strategy document is internal to RealCV and contains commercially sensitive information including:
 - Market sizing & financial projections
 - Competitive positioning
 - Product roadmap

RealCV.sln

@@ -5,17 +5,17 @@ VisualStudioVersion = 17.0.31903.59
 MinimumVisualStudioVersion = 10.0.40219.1
 Project("{2150E333-8FDC-42A3-9474-1A3956D46DE8}") = "src", "src", "{F25C3740-9240-46DF-BC34-985BC577216B}"
 EndProject
-Project("{FAE04EC0-301F-11D3-BF4B-00C04F79EFBC}") = "TrueCV.Domain", "src\TrueCV.Domain\TrueCV.Domain.csproj", "{41AC48AF-09BC-48D1-9CA4-1B05D3B693F0}"
+Project("{FAE04EC0-301F-11D3-BF4B-00C04F79EFBC}") = "RealCV.Domain", "src\RealCV.Domain\RealCV.Domain.csproj", "{41AC48AF-09BC-48D1-9CA4-1B05D3B693F0}"
 EndProject
-Project("{FAE04EC0-301F-11D3-BF4B-00C04F79EFBC}") = "TrueCV.Application", "src\TrueCV.Application\TrueCV.Application.csproj", "{A8A1BA81-3B2F-4F95-BB15-ACA40DF2A70E}"
+Project("{FAE04EC0-301F-11D3-BF4B-00C04F79EFBC}") = "RealCV.Application", "src\RealCV.Application\RealCV.Application.csproj", "{A8A1BA81-3B2F-4F95-BB15-ACA40DF2A70E}"
 EndProject
-Project("{FAE04EC0-301F-11D3-BF4B-00C04F79EFBC}") = "TrueCV.Infrastructure", "src\TrueCV.Infrastructure\TrueCV.Infrastructure.csproj", "{03DB607C-9592-4930-8C89-3E257A319278}"
+Project("{FAE04EC0-301F-11D3-BF4B-00C04F79EFBC}") = "RealCV.Infrastructure", "src\RealCV.Infrastructure\RealCV.Infrastructure.csproj", "{03DB607C-9592-4930-8C89-3E257A319278}"
 EndProject
-Project("{FAE04EC0-301F-11D3-BF4B-00C04F79EFBC}") = "TrueCV.Web", "src\TrueCV.Web\TrueCV.Web.csproj", "{D69F57DB-3092-48AF-81BB-868E3749C638}"
+Project("{FAE04EC0-301F-11D3-BF4B-00C04F79EFBC}") = "RealCV.Web", "src\RealCV.Web\RealCV.Web.csproj", "{D69F57DB-3092-48AF-81BB-868E3749C638}"
 EndProject
 Project("{2150E333-8FDC-42A3-9474-1A3956D46DE8}") = "tests", "tests", "{80890010-EDA6-418B-AD6C-5A9D875594C4}"
 EndProject
-Project("{FAE04EC0-301F-11D3-BF4B-00C04F79EFBC}") = "TrueCV.Tests", "tests\TrueCV.Tests\TrueCV.Tests.csproj", "{4450D4F1-4EB9-445E-904B-1C57701493D8}"
+Project("{FAE04EC0-301F-11D3-BF4B-00C04F79EFBC}") = "RealCV.Tests", "tests\RealCV.Tests\RealCV.Tests.csproj", "{4450D4F1-4EB9-445E-904B-1C57701493D8}"
 EndProject
 Global
 	GlobalSection(SolutionConfigurationPlatforms) = preSolution

UK_FEATURE_PRIORITIZATION.md

@@ -1,4 +1,4 @@
-# TrueCV UK Market Feature Prioritization
+# RealCV UK Market Feature Prioritization
 
 **Date:** January 2026
 **Focus:** UK-Only Market Opportunities
@@ -8,7 +8,7 @@
 
 ## Executive Summary
 
-UK CV fraud is escalating with AI-generated deepfakes, synthetic identities, and traditional qualification falsification. The most impactful opportunity for TrueCV in the UK market is **degree verification integration** (HEDD API), followed by **employment verification automation** and **professional body registration checks**. These three features represent 78% of recruiter pain points and address 85% of detected fraud patterns.
+UK CV fraud is escalating with AI-generated deepfakes, synthetic identities, and traditional qualification falsification. The most impactful opportunity for RealCV in the UK market is **degree verification integration** (HEDD API), followed by **employment verification automation** and **professional body registration checks**. These three features represent 78% of recruiter pain points and address 85% of detected fraud patterns.
 
 ---
 
@@ -48,7 +48,7 @@ UK CV fraud is escalating with AI-generated deepfakes, synthetic identities, and
 - **Cost:** Typically £1-5 per verification (commercial rates)
 
 **Implementation Effort:** **Medium (2-3 weeks)**
-- Iframe/form integration into TrueCV UI
+- Iframe/form integration into RealCV UI
 - Candidate consent workflow
 - Result polling for manual verifications
 - Database sync with CVData.Education entries
@@ -83,7 +83,7 @@ UK CV fraud is escalating with AI-generated deepfakes, synthetic identities, and
 **Impact Score:** **6.5/10**
 - Targets 1.5M NHS workers + private doctors
 - High value for healthcare recruitment
-- Medium market size in TrueCV context
+- Medium market size in RealCV context
 - But limited to one profession vs. broad application
 
 ---
@@ -116,7 +116,7 @@ UK CV fraud is escalating with AI-generated deepfakes, synthetic identities, and
 
 ### 4. Companies House API (Already Integrated)
 
-**Status:** ✓ Already implemented in TrueCV
+**Status:** ✓ Already implemented in RealCV
 
 **Current Coverage:**
 - Fuzzy matching on company names (70%+ threshold)
@@ -205,7 +205,7 @@ UK CV fraud is escalating with AI-generated deepfakes, synthetic identities, and
 - Links to individual regulators
 - Government-maintained reference
 
-**Use Case for TrueCV:**
+**Use Case for RealCV:**
 - **Enrichment layer:** When CV claims regulated profession, cross-check against GOV.UK registry
 - **Flag generation:** "Claims regulated profession but regulator not found"
 - **Guidance:** Link to correct regulator for user lookup
@@ -284,9 +284,9 @@ MEDIUM VALUE + EASY   │  MEDIUM VALUE + HARD
 - **Pricing:** Pass-through cost model ($1-2 per verification to user)
 - **Implementation:**
   ```
-  src/TrueCV.Infrastructure/ExternalApis/HeddClient.cs
+  src/RealCV.Infrastructure/ExternalApis/HeddClient.cs
-  src/TrueCV.Application/Interfaces/IEducationVerifierService.cs
+  src/RealCV.Application/Interfaces/IEducationVerifierService.cs
-  src/TrueCV.Infrastructure/Services/EducationVerifierService.cs
+  src/RealCV.Infrastructure/Services/EducationVerifierService.cs
   FlagCategory += EducationVerification
   Add new flag types:
     - DegreeNotFound
@@ -304,7 +304,7 @@ MEDIUM VALUE + EASY   │  MEDIUM VALUE + HARD
   - Identify degree end date before employment start anomalies
 - **Implementation:**
   ```
-  src/TrueCV.Infrastructure/Services/TimelineAnalyserService.cs
+  src/RealCV.Infrastructure/Services/TimelineAnalyserService.cs
   - Add: UKEmploymentPatternAnalyzer
   - Add: EducationEmploymentSequenceValidator
   - New flags:
@@ -322,8 +322,8 @@ MEDIUM VALUE + EASY   │  MEDIUM VALUE + HARD
   - Recurring revenue potential
 - **Implementation:**
   ```
-  src/TrueCV.Infrastructure/ExternalApis/HealthcareRegisterClient.cs
+  src/RealCV.Infrastructure/ExternalApis/HealthcareRegisterClient.cs
-  src/TrueCV.Application/Interfaces/IHealthcareVerifierService.cs
+  src/RealCV.Application/Interfaces/IHealthcareVerifierService.cs
   FlagCategory += HealthcareRegistration
   New flags:
     - GMCNotFound / GMCRestricted / GMCLapsed
@@ -338,7 +338,7 @@ MEDIUM VALUE + EASY   │  MEDIUM VALUE + HARD
   - Detects employment after company dissolution
 - **Implementation:**
   ```
-  Extend: src/TrueCV.Infrastructure/ExternalApis/CompaniesHouseClient.cs
+  Extend: src/RealCV.Infrastructure/ExternalApis/CompaniesHouseClient.cs
   Add: OfficerAppointmentsClient.GetDirectorAppointments(name, companyNumber)
   New Service: DirectorshipVerificationService
   FlagCategory += DirectorshipVerification
@@ -360,8 +360,8 @@ MEDIUM VALUE + EASY   │  MEDIUM VALUE + HARD
   - Regulatory appeal
 - **Implementation:**
   ```
-  src/TrueCV.Infrastructure/ExternalApis/ProfessionalBodyClient.cs
+  src/RealCV.Infrastructure/ExternalApis/ProfessionalBodyClient.cs
-  src/TrueCV.Infrastructure/ExternalApis/Scrapers/
+  src/RealCV.Infrastructure/ExternalApis/Scrapers/
     - ICAEWMembershipVerifier.cs
     - SRALawverVerifier.cs
     - IETEngineerVerifier.cs
@@ -569,7 +569,7 @@ public class DirectorshipVerificationService
 
 ## Competitive Advantage Summary
 
-| Feature | TrueCV Advantage | Timeline |
+| Feature | RealCV Advantage | Timeline |
 |---|---|---|
 | **HEDD Integration** | Only dedicated CV tool with instant degree verification | Q1 2026 |
 | **Healthcare Register Targeting** | Only tool targeting healthcare recruitment niche | Q1 2026 |

UK_MARKET_STRATEGY.md

@@ -1,4 +1,4 @@
-# TrueCV UK Market Strategy & Product Roadmap
+# RealCV UK Market Strategy & Product Roadmap
 
 **Document Date:** January 2026
 **Focus:** UK CV verification market positioning
@@ -37,7 +37,7 @@
 
 ### SAM (Serviceable Addressable Market)
 
-**TrueCV Target Segment:**
+**RealCV Target Segment:**
 - Mid-market recruitment agencies (50-500 staff): ~800 companies
 - Corporate HR departments (100+ employees): ~15,000 companies
 - Specialist vertical recruiters (healthcare, finance, legal): ~2,500 companies
@@ -65,9 +65,9 @@
 | **Verifile** | Pre-employment screening | Established relationships | Traditional manual process |
 | **Veriff** | Identity verification | Strong deepfake tech | Not employment-focused |
 
-### TrueCV Differentiation
+### RealCV Differentiation
 
-| Feature | TrueCV | Workable | Deel | Checkr | Verifile |
+| Feature | RealCV | Workable | Deel | Checkr | Verifile |
 |---|---|---|---|---|---|
 | **Degree Verification (HEDD)** | ✅ Q1 2026 | ❌ | ❌ | ❌ | ❌ |
 | **Healthcare Register Checks** | ✅ Q1 2026 | ❌ | ❌ | ❌ | ❌ |
@@ -194,7 +194,7 @@
 
 ### Marketing Messaging
 
-**Tagline:** "Hire with Confidence. Verify with TrueCV."
+**Tagline:** "Hire with Confidence. Verify with RealCV."
 
 **Core Messages:**
 1. **For Recruiters:** "Catch 90% of degree fraud in seconds. One-click HEDD verification."
@@ -279,7 +279,7 @@
 - **API Uptime:** 99.9%
 
 ### Market Metrics
-- **Brand Awareness:** 15%+ of recruitment agencies aware of TrueCV
+- **Brand Awareness:** 15%+ of recruitment agencies aware of RealCV
 - **Market Share:** 0.5-1% of addressable recruitment screening market
 - **Vertical Penetration:** 3%+ of healthcare recruiters, 2%+ financial recruiters
 
@@ -369,7 +369,7 @@
 
 ## Conclusion
 
-TrueCV addresses a massive UK market problem (£4.2B+ annual cost from CV fraud) with a focused, integrated solution. By launching with HEDD degree verification + timeline fraud detection in Q1 2026, we capture first-mover advantage in a gap no competitor fills.
+RealCV addresses a massive UK market problem (£4.2B+ annual cost from CV fraud) with a focused, integrated solution. By launching with HEDD degree verification + timeline fraud detection in Q1 2026, we capture first-mover advantage in a gap no competitor fills.
 
 **The opportunity:** Become the UK's trusted CV verification layer for recruitment, reducing fraud while accelerating hiring processes.
 

deploy-local.sh

@@ -0,0 +1,31 @@
+#!/bin/bash
+# Deploy RealCV from local git repo to website
+set -e
+
+cd /git/RealCV
+
+echo "Building application..."
+dotnet publish src/RealCV.Web -c Release -o ./publish --nologo
+
+echo "Stopping service..."
+sudo systemctl stop realcv
+
+echo "Backing up config..."
+cp /var/www/realcv/appsettings.Production.json /tmp/appsettings.Production.json 2>/dev/null || true
+
+echo "Deploying files..."
+sudo rm -rf /var/www/realcv/*
+sudo cp -r ./publish/* /var/www/realcv/
+
+echo "Restoring config..."
+sudo cp /tmp/appsettings.Production.json /var/www/realcv/ 2>/dev/null || true
+
+echo "Setting permissions..."
+sudo chown -R www-data:www-data /var/www/realcv
+
+echo "Starting service..."
+sudo systemctl start realcv
+
+echo "Done! Checking status..."
+sleep 2
+sudo systemctl is-active realcv && echo "Service is running."

deploy/README.md

@@ -1,4 +1,4 @@
-# TrueCV Deployment Guide
+# RealCV Deployment Guide
 
 ## Quick Start
 
@@ -40,7 +40,7 @@ After DNS is configured and app is deployed:
 
 ```bash
 ssh user@your-server
-sudo certbot --nginx -d truecv.yourdomain.com
+sudo certbot --nginx -d realcv.yourdomain.com
 ```
 
 ## Configuration
@@ -54,7 +54,7 @@ The systemd service sets these environment variables:
 
 To add more (like API keys), edit:
 ```bash
-sudo systemctl edit truecv
+sudo systemctl edit realcv
 ```
 
 Add:
@@ -65,12 +65,12 @@ Environment=OpenAI__ApiKey=your-key-here
 
 ### appsettings.Production.json
 
-For sensitive settings, create `/var/www/truecv/appsettings.Production.json`:
+For sensitive settings, create `/var/www/realcv/appsettings.Production.json`:
 
 ```json
 {
   "ConnectionStrings": {
-    "DefaultConnection": "Server=127.0.0.1;Database=TrueCV;User Id=SA;Password=YourPassword;TrustServerCertificate=True"
+    "DefaultConnection": "Server=127.0.0.1;Database=RealCV;User Id=SA;Password=YourPassword;TrustServerCertificate=True"
   },
   "OpenAI": {
     "ApiKey": "your-openai-key"
@@ -83,41 +83,41 @@ For sensitive settings, create `/var/www/truecv/appsettings.Production.json`:
 ### View Logs
 ```bash
 # Application logs
-sudo journalctl -u truecv -f
+sudo journalctl -u realcv -f
 
 # Nginx logs
 sudo tail -f /var/log/nginx/access.log
 sudo tail -f /var/log/nginx/error.log
 
 # SQL Server logs
-docker logs truecv-sql -f
+docker logs realcv-sql -f
 ```
 
 ### Restart Services
 ```bash
-sudo systemctl restart truecv
+sudo systemctl restart realcv
 sudo systemctl restart nginx
-docker restart truecv-sql
+docker restart realcv-sql
 ```
 
 ### Database Backup
 ```bash
 # Backup
-docker exec truecv-sql /opt/mssql-tools18/bin/sqlcmd \
+docker exec realcv-sql /opt/mssql-tools18/bin/sqlcmd \
     -S localhost -U SA -P 'YourPassword' -C \
-    -Q "BACKUP DATABASE TrueCV TO DISK='/var/opt/mssql/backup/truecv.bak'"
+    -Q "BACKUP DATABASE RealCV TO DISK='/var/opt/mssql/backup/realcv.bak'"
 
 # Copy backup from container
-docker cp truecv-sql:/var/opt/mssql/backup/truecv.bak ./truecv-backup.bak
+docker cp realcv-sql:/var/opt/mssql/backup/realcv.bak ./realcv-backup.bak
 ```
 
 ### Rollback Deployment
 ```bash
 # On server - restore previous version
-sudo systemctl stop truecv
+sudo systemctl stop realcv
-sudo rm -rf /var/www/truecv
+sudo rm -rf /var/www/realcv
-sudo mv /var/www/truecv.backup.YYYYMMDD_HHMMSS /var/www/truecv
+sudo mv /var/www/realcv.backup.YYYYMMDD_HHMMSS /var/www/realcv
-sudo systemctl start truecv
+sudo systemctl start realcv
 ```
 
 ## Troubleshooting
@@ -125,23 +125,23 @@ sudo systemctl start truecv
 ### App won't start
 ```bash
 # Check status
-sudo systemctl status truecv
+sudo systemctl status realcv
 
 # Check logs
-sudo journalctl -u truecv -n 100
+sudo journalctl -u realcv -n 100
 
 # Test manually
-cd /var/www/truecv
+cd /var/www/realcv
-sudo -u www-data dotnet TrueCV.Web.dll
+sudo -u www-data dotnet RealCV.Web.dll
 ```
 
 ### Database connection issues
 ```bash
 # Check SQL Server is running
-docker ps | grep truecv-sql
+docker ps | grep realcv-sql
 
 # Test connection
-docker exec -it truecv-sql /opt/mssql-tools18/bin/sqlcmd \
+docker exec -it realcv-sql /opt/mssql-tools18/bin/sqlcmd \
     -S localhost -U SA -P 'YourPassword' -C \
     -Q "SELECT name FROM sys.databases"
 ```

deploy/deploy.sh

@@ -1,5 +1,5 @@
 #!/bin/bash
-# TrueCV Deployment Script
+# RealCV Deployment Script
 # Run this from your development machine to deploy to a Linux server
 
 set -e
@@ -7,8 +7,8 @@ set -e
 # Configuration - UPDATE THESE VALUES
 SERVER_USER="deploy"
 SERVER_HOST="your-server.com"
-SERVER_PATH="/var/www/truecv"
+SERVER_PATH="/var/www/realcv"
-DOMAIN="truecv.yourdomain.com"
+DOMAIN="realcv.yourdomain.com"
 
 # Colors for output
 RED='\033[0;31m'
@@ -16,7 +16,7 @@ GREEN='\033[0;32m'
 YELLOW='\033[1;33m'
 NC='\033[0m' # No Color
 
-echo -e "${GREEN}=== TrueCV Deployment Script ===${NC}"
+echo -e "${GREEN}=== RealCV Deployment Script ===${NC}"
 
 # Check if configuration is set
 if [[ "$SERVER_HOST" == "your-server.com" ]]; then
@@ -27,15 +27,15 @@ fi
 # Step 1: Build and publish
 echo -e "${YELLOW}Step 1: Publishing application...${NC}"
 cd "$(dirname "$0")/.."
-dotnet publish src/TrueCV.Web -c Release -o ./publish --nologo
+dotnet publish src/RealCV.Web -c Release -o ./publish --nologo
 
 # Step 2: Create deployment package
 echo -e "${YELLOW}Step 2: Creating deployment package...${NC}"
-tar -czf deploy/truecv-release.tar.gz -C publish .
+tar -czf deploy/realcv-release.tar.gz -C publish .
 
 # Step 3: Transfer to server
 echo -e "${YELLOW}Step 3: Transferring to server...${NC}"
-scp deploy/truecv-release.tar.gz ${SERVER_USER}@${SERVER_HOST}:/tmp/
+scp deploy/realcv-release.tar.gz ${SERVER_USER}@${SERVER_HOST}:/tmp/
 
 # Step 4: Deploy on server
 echo -e "${YELLOW}Step 4: Deploying on server...${NC}"
@@ -43,23 +43,23 @@ ssh ${SERVER_USER}@${SERVER_HOST} << 'ENDSSH'
 set -e
 
 # Stop the service if running
-sudo systemctl stop truecv 2>/dev/null || true
+sudo systemctl stop realcv 2>/dev/null || true
 
 # Backup current deployment
-if [ -d "/var/www/truecv" ]; then
+if [ -d "/var/www/realcv" ]; then
-    sudo mv /var/www/truecv /var/www/truecv.backup.$(date +%Y%m%d_%H%M%S)
+    sudo mv /var/www/realcv /var/www/realcv.backup.$(date +%Y%m%d_%H%M%S)
 fi
 
 # Create directory and extract
-sudo mkdir -p /var/www/truecv
+sudo mkdir -p /var/www/realcv
-sudo tar -xzf /tmp/truecv-release.tar.gz -C /var/www/truecv
+sudo tar -xzf /tmp/realcv-release.tar.gz -C /var/www/realcv
-sudo chown -R www-data:www-data /var/www/truecv
+sudo chown -R www-data:www-data /var/www/realcv
 
 # Start the service
-sudo systemctl start truecv
+sudo systemctl start realcv
 
 # Clean up
-rm /tmp/truecv-release.tar.gz
+rm /tmp/realcv-release.tar.gz
 
 echo "Deployment complete on server"
 ENDSSH
@@ -67,14 +67,14 @@ ENDSSH
 # Step 5: Verify deployment
 echo -e "${YELLOW}Step 5: Verifying deployment...${NC}"
 sleep 3
-if ssh ${SERVER_USER}@${SERVER_HOST} "sudo systemctl is-active truecv" | grep -q "active"; then
+if ssh ${SERVER_USER}@${SERVER_HOST} "sudo systemctl is-active realcv" | grep -q "active"; then
     echo -e "${GREEN}=== Deployment successful! ===${NC}"
     echo -e "Site should be available at: https://${DOMAIN}"
 else
-    echo -e "${RED}Warning: Service may not be running. Check with: sudo systemctl status truecv${NC}"
+    echo -e "${RED}Warning: Service may not be running. Check with: sudo systemctl status realcv${NC}"
 fi
 
 # Cleanup local files
-rm -f deploy/truecv-release.tar.gz
+rm -f deploy/realcv-release.tar.gz
 
 echo -e "${GREEN}Done!${NC}"

deploy/server-setup.sh

@@ -1,11 +1,11 @@
 #!/bin/bash
-# TrueCV Server Setup Script
+# RealCV Server Setup Script
 # Run this ONCE on a fresh Linux server (Ubuntu 22.04/24.04)
 
 set -e
 
 # Configuration - UPDATE THESE VALUES
-DOMAIN="truecv.yourdomain.com"
+DOMAIN="realcv.yourdomain.com"
 DB_PASSWORD="YourStrong!Password123"
 ADMIN_EMAIL="admin@yourdomain.com"
 
@@ -15,7 +15,7 @@ GREEN='\033[0;32m'
 YELLOW='\033[1;33m'
 NC='\033[0m'
 
-echo -e "${GREEN}=== TrueCV Server Setup ===${NC}"
+echo -e "${GREEN}=== RealCV Server Setup ===${NC}"
 
 # Check if running as root
 if [[ $EUID -ne 0 ]]; then
@@ -52,54 +52,54 @@ echo -e "${YELLOW}Step 5: Setting up SQL Server...${NC}"
 docker run -e 'ACCEPT_EULA=Y' \
     -e "SA_PASSWORD=${DB_PASSWORD}" \
     -p 127.0.0.1:1433:1433 \
-    --name truecv-sql \
+    --name realcv-sql \
     --restart unless-stopped \
-    -v truecv-sqldata:/var/opt/mssql \
+    -v realcv-sqldata:/var/opt/mssql \
     -d mcr.microsoft.com/mssql/server:2022-latest
 
 echo "Waiting for SQL Server to start..."
 sleep 30
 
 # Create the database
-docker exec truecv-sql /opt/mssql-tools18/bin/sqlcmd \
+docker exec realcv-sql /opt/mssql-tools18/bin/sqlcmd \
     -S localhost -U SA -P "${DB_PASSWORD}" -C \
-    -Q "CREATE DATABASE TrueCV"
+    -Q "CREATE DATABASE RealCV"
 
 # Step 6: Create application directory
 echo -e "${YELLOW}Step 6: Creating application directory...${NC}"
-mkdir -p /var/www/truecv
+mkdir -p /var/www/realcv
-chown -R www-data:www-data /var/www/truecv
+chown -R www-data:www-data /var/www/realcv
 
 # Step 7: Create systemd service
 echo -e "${YELLOW}Step 7: Creating systemd service...${NC}"
-cat > /etc/systemd/system/truecv.service << EOF
+cat > /etc/systemd/system/realcv.service << EOF
 [Unit]
-Description=TrueCV Web Application
+Description=RealCV Web Application
 After=network.target docker.service
 Requires=docker.service
 
 [Service]
-WorkingDirectory=/var/www/truecv
+WorkingDirectory=/var/www/realcv
-ExecStart=/usr/bin/dotnet /var/www/truecv/TrueCV.Web.dll
+ExecStart=/usr/bin/dotnet /var/www/realcv/RealCV.Web.dll
 Restart=always
 RestartSec=10
 KillSignal=SIGINT
-SyslogIdentifier=truecv
+SyslogIdentifier=realcv
 User=www-data
 Environment=ASPNETCORE_ENVIRONMENT=Production
 Environment=ASPNETCORE_URLS=http://localhost:5000
-Environment=ConnectionStrings__DefaultConnection=Server=127.0.0.1;Database=TrueCV;User Id=SA;Password=${DB_PASSWORD};TrustServerCertificate=True
+Environment=ConnectionStrings__DefaultConnection=Server=127.0.0.1;Database=RealCV;User Id=SA;Password=${DB_PASSWORD};TrustServerCertificate=True
 
 [Install]
 WantedBy=multi-user.target
 EOF
 
 systemctl daemon-reload
-systemctl enable truecv
+systemctl enable realcv
 
 # Step 8: Configure Nginx
 echo -e "${YELLOW}Step 8: Configuring Nginx...${NC}"
-cat > /etc/nginx/sites-available/truecv << EOF
+cat > /etc/nginx/sites-available/realcv << EOF
 server {
     listen 80;
     server_name ${DOMAIN};
@@ -122,7 +122,7 @@ server {
 }
 EOF
 
-ln -sf /etc/nginx/sites-available/truecv /etc/nginx/sites-enabled/
+ln -sf /etc/nginx/sites-available/realcv /etc/nginx/sites-enabled/
 rm -f /etc/nginx/sites-enabled/default
 nginx -t
 systemctl reload nginx
@@ -151,9 +151,9 @@ echo "2. Deploy the application using deploy.sh from your dev machine"
 echo "3. Run SSL setup: certbot --nginx -d ${DOMAIN}"
 echo ""
 echo "Useful commands:"
-echo "  sudo systemctl status truecv     - Check app status"
+echo "  sudo systemctl status realcv     - Check app status"
-echo "  sudo journalctl -u truecv -f     - View app logs"
+echo "  sudo journalctl -u realcv -f     - View app logs"
-echo "  docker logs truecv-sql           - View SQL Server logs"
+echo "  docker logs realcv-sql           - View SQL Server logs"
 echo ""
 echo -e "${YELLOW}Database connection string:${NC}"
-echo "  Server=127.0.0.1;Database=TrueCV;User Id=SA;Password=${DB_PASSWORD};TrustServerCertificate=True"
+echo "  Server=127.0.0.1;Database=RealCV;User Id=SA;Password=${DB_PASSWORD};TrustServerCertificate=True"

docker-compose.yml

@@ -1,18 +1,18 @@
 version: '3.8'
 
 services:
-  # TrueCV Web Application
+  # RealCV Web Application
-  truecv-web:
+  realcv-web:
     build:
       context: .
       dockerfile: Dockerfile
-    container_name: truecv-web
+    container_name: realcv-web
     ports:
       - "5000:8080"
     environment:
       - ASPNETCORE_ENVIRONMENT=Development
-      - ConnectionStrings__DefaultConnection=Server=sqlserver;Database=TrueCV;User Id=sa;Password=TrueCV_P@ssw0rd!;TrustServerCertificate=True;
+      - ConnectionStrings__DefaultConnection=Server=sqlserver;Database=RealCV;User Id=sa;Password=TrueCV_P@ssw0rd!;TrustServerCertificate=True;
-      - ConnectionStrings__HangfireConnection=Server=sqlserver;Database=TrueCV_Hangfire;User Id=sa;Password=TrueCV_P@ssw0rd!;TrustServerCertificate=True;
+      - ConnectionStrings__HangfireConnection=Server=sqlserver;Database=RealCV_Hangfire;User Id=sa;Password=TrueCV_P@ssw0rd!;TrustServerCertificate=True;
       - AzureBlob__ConnectionString=DefaultEndpointsProtocol=http;AccountName=devstoreaccount1;AccountKey=Eby8vdM02xNOcqFlqUwJPLlmEtlCDXJ1OUzFT50uSRZ6IFsuFq2UVErCz4I6tq/K1SZFPTOtr/KBHBeksoGMGw==;BlobEndpoint=http://azurite:10000/devstoreaccount1;
       - AzureBlob__ContainerName=cv-uploads
       - CompaniesHouse__BaseUrl=https://api.company-information.service.gov.uk
@@ -24,13 +24,13 @@ services:
       azurite:
         condition: service_started
     networks:
-      - truecv-network
+      - realcv-network
     restart: unless-stopped
 
   # SQL Server Database
   sqlserver:
     image: mcr.microsoft.com/mssql/server:2022-latest
-    container_name: truecv-sqlserver
+    container_name: realcv-sqlserver
     ports:
       - "1433:1433"
     environment:
@@ -40,7 +40,7 @@ services:
     volumes:
       - sqlserver-data:/var/opt/mssql
     networks:
-      - truecv-network
+      - realcv-network
     healthcheck:
       test: /opt/mssql-tools18/bin/sqlcmd -S localhost -U sa -P "TrueCV_P@ssw0rd!" -C -Q "SELECT 1" || exit 1
       interval: 10s
@@ -52,7 +52,7 @@ services:
   # Azure Storage Emulator (Azurite)
   azurite:
     image: mcr.microsoft.com/azure-storage/azurite:latest
-    container_name: truecv-azurite
+    container_name: realcv-azurite
     ports:
       - "10000:10000"  # Blob service
       - "10001:10001"  # Queue service
@@ -61,7 +61,7 @@ services:
       - azurite-data:/data
     command: "azurite --blobHost 0.0.0.0 --queueHost 0.0.0.0 --tableHost 0.0.0.0 --location /data --debug /data/debug.log"
     networks:
-      - truecv-network
+      - realcv-network
     restart: unless-stopped
 
   # Database initialization (runs migrations)
@@ -69,18 +69,18 @@ services:
     build:
       context: .
       dockerfile: Dockerfile.migrations
-    container_name: truecv-db-init
+    container_name: realcv-db-init
     environment:
-      - ConnectionStrings__DefaultConnection=Server=sqlserver;Database=TrueCV;User Id=sa;Password=TrueCV_P@ssw0rd!;TrustServerCertificate=True;
+      - ConnectionStrings__DefaultConnection=Server=sqlserver;Database=RealCV;User Id=sa;Password=TrueCV_P@ssw0rd!;TrustServerCertificate=True;
     depends_on:
       sqlserver:
         condition: service_healthy
     networks:
-      - truecv-network
+      - realcv-network
     restart: "no"
 
 networks:
-  truecv-network:
+  realcv-network:
     driver: bridge
 
 volumes:

src/RealCV.Application/DTOs/CVCheckDto.cs

@@ -1,9 +1,10 @@
-namespace TrueCV.Application.DTOs;
+namespace RealCV.Application.DTOs;
 
 public sealed record CVCheckDto
 {
     public required Guid Id { get; init; }
     public required string OriginalFileName { get; init; }
+    public string? CandidateName { get; init; }
     public required string Status { get; init; }
     public int? VeracityScore { get; init; }
     public string? ProcessingStage { get; init; }

src/RealCV.Application/DTOs/CompanySearchResult.cs

@@ -1,4 +1,4 @@
-namespace TrueCV.Application.DTOs;
+namespace RealCV.Application.DTOs;
 
 public sealed record CompanySearchResult
 {

src/RealCV.Application/Data/UKInstitutions.cs

@@ -1,4 +1,4 @@
-namespace TrueCV.Application.Data;
+namespace RealCV.Application.Data;
 
 /// <summary>
 /// List of recognised UK higher education institutions.
@@ -43,6 +43,8 @@ public static class UKInstitutions
 
         // Other Major Universities
         "Aston University",
+        "Leeds Beckett University",
+        "Leeds Metropolitan University", // Former name of Leeds Beckett
         "University of Bath",
         "Birkbeck, University of London",
         "Bournemouth University",
@@ -218,6 +220,9 @@ public static class UKInstitutions
         ["Queen Mary"] = "Queen Mary University of London",
         ["Royal Holloway University"] = "Royal Holloway, University of London",
         ["RHUL"] = "Royal Holloway, University of London",
+        ["Leeds Beckett"] = "Leeds Beckett University",
+        ["Leeds Met"] = "Leeds Beckett University",
+        ["Leeds Metropolitan"] = "Leeds Beckett University",
     };
 
     /// <summary>

src/RealCV.Application/Data/UnaccreditedInstitutions.cs

@@ -1,18 +1,18 @@
-namespace TrueCV.Application.Data;
+namespace RealCV.Application.Data;
 
 /// <summary>
-/// Known diploma mills and fake educational institutions.
+/// Institutions not recognised by UK higher education regulatory bodies.
 /// Sources: HEDD, Oregon ODA, UNESCO warnings, Michigan AG list
 /// </summary>
-public static class DiplomaMills
+public static class UnaccreditedInstitutions
 {
     /// <summary>
-    /// Known diploma mills and unaccredited institutions that sell fake degrees.
+    /// Institutions identified by regulatory bodies as not meeting recognised accreditation standards.
-    /// This list includes institutions identified by various regulatory bodies.
+    /// This list includes institutions flagged by various educational oversight organisations.
     /// </summary>
-    public static readonly HashSet<string> KnownDiplomaMills = new(StringComparer.OrdinalIgnoreCase)
+    public static readonly HashSet<string> KnownUnaccredited = new(StringComparer.OrdinalIgnoreCase)
     {
-        // Well-known diploma mills
+        // Institutions not meeting accreditation standards
         "Almeda University",
         "Ashwood University",
         "Belford University",
@@ -67,7 +67,7 @@ public static class DiplomaMills
         "Stanton University",
         "Stratford University (if unaccredited)",
         "Suffield University",
-        "Summit University (diploma mill)",
+        "Summit University (unaccredited)",
         "Sussex College of Technology",
         "Trinity College and University",
         "Trinity Southern University",
@@ -80,7 +80,7 @@ public static class DiplomaMills
         "University of Northern Washington",
         "University of Palmers Green",
         "University of San Moritz",
-        "University of Sussex (fake - not real Sussex)",
+        "University of Sussex (not the legitimate University of Sussex)",
         "University of Wexford",
         "Vocational University",
         "Warnborough University",
@@ -91,7 +91,7 @@ public static class DiplomaMills
         "Woodfield University",
         "Yorker International University",
 
-        // Pakistani diploma mills commonly seen in UK
+        // Unaccredited institutions commonly seen in UK applications
         "Axact University",
         "Brooklyn Park University",
         "Columbiana University",
@@ -100,11 +100,11 @@ public static class DiplomaMills
         "Oxbridge University",
         "University of Newford",
 
-        // Online diploma mills
+        // Online unaccredited institutions
         "American World University",
         "Ashford University (pre-2005)",
         "Concordia College and University",
-        "Columbus State University (fake)",
+        "Columbus State University (unaccredited variant)",
         "Frederick Taylor University",
         "International Theological University",
         "Nations University",
@@ -115,7 +115,7 @@ public static class DiplomaMills
     };
 
     /// <summary>
-    /// Suspicious patterns in institution names that often indicate diploma mills.
+    /// Patterns in institution names that may indicate unaccredited status.
     /// </summary>
     public static readonly string[] SuspiciousPatterns =
     [
@@ -136,27 +136,9 @@ public static class DiplomaMills
     ];
 
     /// <summary>
-    /// Fake accreditation bodies used by diploma mills.
+    /// Check if an institution is not recognised by accreditation bodies.
     /// </summary>
-    public static readonly HashSet<string> FakeAccreditors = new(StringComparer.OrdinalIgnoreCase)
+    public static bool IsUnaccredited(string institutionName)
-    {
-        "World Association of Universities and Colleges",
-        "WAUC",
-        "International Accreditation Agency",
-        "Universal Accreditation Council",
-        "Board of Online Universities Accreditation",
-        "International Council for Open and Distance Education",
-        "World Online Education Accrediting Commission",
-        "Central States Consortium of Colleges and Schools",
-        "American Council of Private Colleges and Universities",
-        "Association of Distance Learning Programs",
-        "International Distance Education Certification Agency",
-    };
-
-    /// <summary>
-    /// Check if an institution is a known diploma mill.
-    /// </summary>
-    public static bool IsDiplomaMill(string institutionName)
     {
         if (string.IsNullOrWhiteSpace(institutionName))
             return false;
@@ -164,13 +146,13 @@ public static class DiplomaMills
         var normalised = institutionName.Trim();
 
         // Direct match
-        if (KnownDiplomaMills.Contains(normalised))
+        if (KnownUnaccredited.Contains(normalised))
             return true;
 
-        // Check if name contains known diploma mill
+        // Check if name contains known unaccredited institution
-        foreach (var mill in KnownDiplomaMills)
+        foreach (var institution in KnownUnaccredited)
         {
-            if (normalised.Contains(mill, StringComparison.OrdinalIgnoreCase))
+            if (normalised.Contains(institution, StringComparison.OrdinalIgnoreCase))
                 return true;
         }
 
@@ -178,8 +160,8 @@ public static class DiplomaMills
     }
 
     /// <summary>
-    /// Check if institution name has suspicious patterns common in diploma mills.
+    /// Check if institution name has patterns that may indicate unaccredited status.
-    /// Returns true if suspicious (but not confirmed fake).
+    /// Returns true if patterns suggest further verification is recommended.
     /// </summary>
     public static bool HasSuspiciousPattern(string institutionName)
     {
@@ -196,15 +178,4 @@ public static class DiplomaMills
 
         return false;
     }
-
-    /// <summary>
-    /// Check if an accreditor is known to be fake.
-    /// </summary>
-    public static bool IsFakeAccreditor(string accreditorName)
-    {
-        if (string.IsNullOrWhiteSpace(accreditorName))
-            return false;
-
-        return FakeAccreditors.Contains(accreditorName.Trim());
-    }
 }

src/RealCV.Application/Helpers/DateHelpers.cs

@@ -1,4 +1,4 @@
-namespace TrueCV.Application.Helpers;
+namespace RealCV.Application.Helpers;
 
 public static class DateHelpers
 {

src/RealCV.Application/Helpers/JsonDefaults.cs

@@ -1,6 +1,7 @@
 using System.Text.Json;
+using System.Text.Json.Serialization;
 
-namespace TrueCV.Application.Helpers;
+namespace RealCV.Application.Helpers;
 
 public static class JsonDefaults
 {
@@ -16,4 +17,13 @@ public static class JsonDefaults
         PropertyNameCaseInsensitive = true,
         WriteIndented = true
     };
+
+    /// <summary>
+    /// Options for consuming external APIs - case insensitive with null handling.
+    /// </summary>
+    public static readonly JsonSerializerOptions ApiClient = new()
+    {
+        PropertyNameCaseInsensitive = true,
+        DefaultIgnoreCondition = JsonIgnoreCondition.WhenWritingNull
+    };
 }

src/RealCV.Application/Helpers/ScoreThresholds.cs

@@ -1,4 +1,4 @@
-namespace TrueCV.Application.Helpers;
+namespace RealCV.Application.Helpers;
 
 public static class ScoreThresholds
 {

src/RealCV.Application/Interfaces/IAcademicVerifierService.cs

@@ -0,0 +1,54 @@
+using RealCV.Application.Models;
+
+namespace RealCV.Application.Interfaces;
+
+/// <summary>
+/// Service for verifying academic researchers via ORCID
+/// </summary>
+public interface IAcademicVerifierService
+{
+    /// <summary>
+    /// Verify an academic researcher by ORCID ID
+    /// </summary>
+    Task<AcademicVerificationResult> VerifyByOrcidAsync(string orcidId);
+
+    /// <summary>
+    /// Search for researchers and verify by name
+    /// </summary>
+    Task<AcademicVerificationResult> VerifyByNameAsync(
+        string name,
+        string? affiliation = null);
+
+    /// <summary>
+    /// Search ORCID for researchers
+    /// </summary>
+    Task<List<OrcidSearchResult>> SearchResearchersAsync(
+        string name,
+        string? affiliation = null);
+
+    /// <summary>
+    /// Verify claimed publications
+    /// </summary>
+    Task<List<PublicationVerificationResult>> VerifyPublicationsAsync(
+        string orcidId,
+        List<string> claimedPublications);
+}
+
+public sealed record OrcidSearchResult
+{
+    public required string OrcidId { get; init; }
+    public required string Name { get; init; }
+    public string? OrcidUrl { get; init; }
+    public List<string>? Affiliations { get; init; }
+    public int? PublicationCount { get; init; }
+}
+
+public sealed record PublicationVerificationResult
+{
+    public required string ClaimedTitle { get; init; }
+    public required bool IsVerified { get; init; }
+    public string? MatchedTitle { get; init; }
+    public string? Doi { get; init; }
+    public int? Year { get; init; }
+    public string? Notes { get; init; }
+}

src/RealCV.Application/Interfaces/IAuditService.cs

@@ -1,4 +1,4 @@
-namespace TrueCV.Application.Interfaces;
+namespace RealCV.Application.Interfaces;
 
 public interface IAuditService
 {

src/RealCV.Application/Interfaces/ICVCheckService.cs

@@ -1,7 +1,7 @@
-using TrueCV.Application.DTOs;
+using RealCV.Application.DTOs;
-using TrueCV.Application.Models;
+using RealCV.Application.Models;
 
-namespace TrueCV.Application.Interfaces;
+namespace RealCV.Application.Interfaces;
 
 public interface ICVCheckService
 {

src/RealCV.Application/Interfaces/ICVParserService.cs

@@ -1,6 +1,6 @@
-using TrueCV.Application.Models;
+using RealCV.Application.Models;
 
-namespace TrueCV.Application.Interfaces;
+namespace RealCV.Application.Interfaces;
 
 public interface ICVParserService
 {

src/RealCV.Application/Interfaces/ICompanyNameMatcherService.cs

@@ -1,6 +1,6 @@
-using TrueCV.Application.Models;
+using RealCV.Application.Models;
 
-namespace TrueCV.Application.Interfaces;
+namespace RealCV.Application.Interfaces;
 
 public interface ICompanyNameMatcherService
 {

src/RealCV.Application/Interfaces/ICompanyVerifierService.cs

@@ -1,7 +1,7 @@
-using TrueCV.Application.DTOs;
+using RealCV.Application.DTOs;
-using TrueCV.Application.Models;
+using RealCV.Application.Models;
 
-namespace TrueCV.Application.Interfaces;
+namespace RealCV.Application.Interfaces;
 
 public interface ICompanyVerifierService
 {

src/RealCV.Application/Interfaces/IEducationVerifierService.cs

@@ -1,6 +1,6 @@
-using TrueCV.Application.Models;
+using RealCV.Application.Models;
 
-namespace TrueCV.Application.Interfaces;
+namespace RealCV.Application.Interfaces;
 
 public interface IEducationVerifierService
 {

src/RealCV.Application/Interfaces/IFileStorageService.cs

@@ -1,4 +1,4 @@
-namespace TrueCV.Application.Interfaces;
+namespace RealCV.Application.Interfaces;
 
 public interface IFileStorageService
 {

src/RealCV.Application/Interfaces/IGitHubVerifierService.cs

@@ -0,0 +1,36 @@
+using RealCV.Application.Models;
+
+namespace RealCV.Application.Interfaces;
+
+/// <summary>
+/// Service for verifying developer profiles and skills via GitHub
+/// </summary>
+public interface IGitHubVerifierService
+{
+    /// <summary>
+    /// Verify a GitHub profile and analyze activity
+    /// </summary>
+    Task<GitHubVerificationResult> VerifyProfileAsync(string username);
+
+    /// <summary>
+    /// Verify claimed programming skills against GitHub activity
+    /// </summary>
+    Task<GitHubVerificationResult> VerifySkillsAsync(
+        string username,
+        List<string> claimedSkills);
+
+    /// <summary>
+    /// Search for GitHub profiles matching a name
+    /// </summary>
+    Task<List<GitHubProfileSearchResult>> SearchProfilesAsync(string name);
+}
+
+public sealed record GitHubProfileSearchResult
+{
+    public required string Username { get; init; }
+    public string? Name { get; init; }
+    public string? AvatarUrl { get; init; }
+    public string? Bio { get; init; }
+    public int PublicRepos { get; init; }
+    public int Followers { get; init; }
+}

src/RealCV.Application/Interfaces/IProfessionalVerifierService.cs

@@ -0,0 +1,30 @@
+using RealCV.Application.Models;
+
+namespace RealCV.Application.Interfaces;
+
+/// <summary>
+/// Service for verifying professional qualifications (FCA)
+/// </summary>
+public interface IProfessionalVerifierService
+{
+    /// <summary>
+    /// Verify if a person is registered with the FCA
+    /// </summary>
+    Task<ProfessionalVerificationResult> VerifyFcaRegistrationAsync(
+        string name,
+        string? firmName = null,
+        string? referenceNumber = null);
+
+    /// <summary>
+    /// Search FCA register for individuals
+    /// </summary>
+    Task<List<FcaIndividualSearchResult>> SearchFcaIndividualsAsync(string name);
+}
+
+public sealed record FcaIndividualSearchResult
+{
+    public required string Name { get; init; }
+    public required string IndividualReferenceNumber { get; init; }
+    public string? Status { get; init; }
+    public List<string>? CurrentFirms { get; init; }
+}

src/RealCV.Application/Interfaces/ITextAnalysisService.cs

@@ -0,0 +1,8 @@
+using RealCV.Application.Models;
+
+namespace RealCV.Application.Interfaces;
+
+public interface ITextAnalysisService
+{
+    TextAnalysisResult Analyse(CVData cvData);
+}

src/RealCV.Application/Interfaces/ITimelineAnalyserService.cs

@@ -1,6 +1,6 @@
-using TrueCV.Application.Models;
+using RealCV.Application.Models;
 
-namespace TrueCV.Application.Interfaces;
+namespace RealCV.Application.Interfaces;
 
 public interface ITimelineAnalyserService
 {

src/RealCV.Application/Interfaces/IUserContextService.cs

@@ -1,4 +1,4 @@
-namespace TrueCV.Application.Interfaces;
+namespace RealCV.Application.Interfaces;
 
 public interface IUserContextService
 {

src/RealCV.Application/Models/AcademicVerificationResult.cs

@@ -0,0 +1,62 @@
+namespace RealCV.Application.Models;
+
+/// <summary>
+/// Result of verifying an academic researcher via ORCID
+/// </summary>
+public sealed record AcademicVerificationResult
+{
+    public required string ClaimedName { get; init; }
+    public required bool IsVerified { get; init; }
+
+    // ORCID profile
+    public string? OrcidId { get; init; }
+    public string? MatchedName { get; init; }
+    public string? OrcidUrl { get; init; }
+
+    // Academic affiliations
+    public List<AcademicAffiliation> Affiliations { get; init; } = [];
+
+    // Publications
+    public int TotalPublications { get; init; }
+    public List<Publication> RecentPublications { get; init; } = [];
+
+    // Education from ORCID
+    public List<AcademicEducation> Education { get; init; } = [];
+
+    public string? VerificationNotes { get; init; }
+    public List<AcademicVerificationFlag> Flags { get; init; } = [];
+}
+
+public sealed record AcademicAffiliation
+{
+    public required string Organization { get; init; }
+    public string? Department { get; init; }
+    public string? Role { get; init; }
+    public DateOnly? StartDate { get; init; }
+    public DateOnly? EndDate { get; init; }
+}
+
+public sealed record Publication
+{
+    public required string Title { get; init; }
+    public string? Journal { get; init; }
+    public int? Year { get; init; }
+    public string? Doi { get; init; }
+    public string? Type { get; init; }
+}
+
+public sealed record AcademicEducation
+{
+    public required string Institution { get; init; }
+    public string? Degree { get; init; }
+    public string? Subject { get; init; }
+    public int? Year { get; init; }
+}
+
+public sealed record AcademicVerificationFlag
+{
+    public required string Type { get; init; }
+    public required string Severity { get; init; }
+    public required string Message { get; init; }
+    public int ScoreImpact { get; init; }
+}

src/RealCV.Application/Models/CVData.cs

@@ -1,4 +1,4 @@
-namespace TrueCV.Application.Models;
+namespace RealCV.Application.Models;
 
 public sealed record CVData
 {

src/RealCV.Application/Models/CompanyVerificationResult.cs

@@ -1,4 +1,4 @@
-namespace TrueCV.Application.Models;
+namespace RealCV.Application.Models;
 
 public sealed record CompanyVerificationResult
 {

src/RealCV.Application/Models/EducationEntry.cs

@@ -1,4 +1,4 @@
-namespace TrueCV.Application.Models;
+namespace RealCV.Application.Models;
 
 public sealed record EducationEntry
 {

src/RealCV.Application/Models/EducationVerificationResult.cs

@@ -1,12 +1,12 @@
-namespace TrueCV.Application.Models;
+namespace RealCV.Application.Models;
 
 public sealed record EducationVerificationResult
 {
     public required string ClaimedInstitution { get; init; }
     public string? MatchedInstitution { get; init; }
-    public required string Status { get; init; }  // Recognised, NotRecognised, DiplomaMill, Suspicious, Unknown
+    public required string Status { get; init; }  // Recognised, NotRecognised, Unaccredited, Suspicious, Unknown
     public bool IsVerified { get; init; }
-    public bool IsDiplomaMill { get; init; }
+    public bool IsUnaccredited { get; init; }
     public bool IsSuspicious { get; init; }
     public string? VerificationNotes { get; init; }
 

src/RealCV.Application/Models/EmploymentEntry.cs

@@ -1,4 +1,4 @@
-namespace TrueCV.Application.Models;
+namespace RealCV.Application.Models;
 
 public sealed record EmploymentEntry
 {

src/RealCV.Application/Models/FlagResult.cs

@@ -1,4 +1,4 @@
-namespace TrueCV.Application.Models;
+namespace RealCV.Application.Models;
 
 public sealed record FlagResult
 {

src/RealCV.Application/Models/GitHubVerificationResult.cs

@@ -0,0 +1,49 @@
+namespace RealCV.Application.Models;
+
+/// <summary>
+/// Result of verifying a developer's GitHub profile
+/// </summary>
+public sealed record GitHubVerificationResult
+{
+    public required string ClaimedUsername { get; init; }
+    public required bool IsVerified { get; init; }
+
+    // Profile details
+    public string? ProfileName { get; init; }
+    public string? ProfileUrl { get; init; }
+    public string? Bio { get; init; }
+    public string? Company { get; init; }
+    public string? Location { get; init; }
+    public DateOnly? AccountCreated { get; init; }
+
+    // Activity metrics
+    public int PublicRepos { get; init; }
+    public int Followers { get; init; }
+    public int Following { get; init; }
+    public int TotalContributions { get; init; }
+
+    // Language breakdown
+    public Dictionary<string, int> LanguageStats { get; init; } = new();
+
+    // Claimed skills verification
+    public List<SkillVerification> SkillVerifications { get; init; } = [];
+
+    public string? VerificationNotes { get; init; }
+    public List<GitHubVerificationFlag> Flags { get; init; } = [];
+}
+
+public sealed record SkillVerification
+{
+    public required string ClaimedSkill { get; init; }
+    public required bool IsVerified { get; init; }
+    public int RepoCount { get; init; }
+    public string? Notes { get; init; }
+}
+
+public sealed record GitHubVerificationFlag
+{
+    public required string Type { get; init; }
+    public required string Severity { get; init; }
+    public required string Message { get; init; }
+    public int ScoreImpact { get; init; }
+}

src/RealCV.Application/Models/ProfessionalVerificationResult.cs

@@ -0,0 +1,33 @@
+namespace RealCV.Application.Models;
+
+/// <summary>
+/// Result of verifying a professional qualification (FCA)
+/// </summary>
+public sealed record ProfessionalVerificationResult
+{
+    public required string ClaimedName { get; init; }
+    public required string ProfessionalBody { get; init; }
+    public required bool IsVerified { get; init; }
+
+    // Matched professional details
+    public string? MatchedName { get; init; }
+    public string? RegistrationNumber { get; init; }
+    public string? Status { get; init; }
+    public string? CurrentEmployer { get; init; }
+    public DateOnly? RegistrationDate { get; init; }
+
+    // For FCA
+    public List<string>? ApprovedFunctions { get; init; }
+    public List<string>? ControlledFunctions { get; init; }
+
+    public string? VerificationNotes { get; init; }
+    public List<ProfessionalVerificationFlag> Flags { get; init; } = [];
+}
+
+public sealed record ProfessionalVerificationFlag
+{
+    public required string Type { get; init; }
+    public required string Severity { get; init; }
+    public required string Message { get; init; }
+    public int ScoreImpact { get; init; }
+}

src/RealCV.Application/Models/SemanticMatchResult.cs

@@ -1,4 +1,4 @@
-namespace TrueCV.Application.Models;
+namespace RealCV.Application.Models;
 
 public record SemanticMatchResult
 {
@@ -10,12 +10,6 @@ public record SemanticMatchResult
     public bool IsMatch => ConfidenceScore >= 70;
 }
 
-public record CompanyMatchRequest
-{
-    public required string CVCompanyName { get; init; }
-    public required List<CompanyCandidate> Candidates { get; init; }
-}
-
 public record CompanyCandidate
 {
     public required string CompanyName { get; init; }

src/RealCV.Application/Models/TextAnalysisResult.cs

@@ -0,0 +1,66 @@
+namespace RealCV.Application.Models;
+
+public sealed record TextAnalysisResult
+{
+    public BuzzwordAnalysis BuzzwordAnalysis { get; init; } = new();
+    public AchievementAnalysis AchievementAnalysis { get; init; } = new();
+    public SkillsAlignmentAnalysis SkillsAlignment { get; init; } = new();
+    public MetricsAnalysis MetricsAnalysis { get; init; } = new();
+    public List<TextAnalysisFlag> Flags { get; init; } = [];
+}
+
+public sealed record BuzzwordAnalysis
+{
+    public int TotalBuzzwords { get; init; }
+    public List<string> BuzzwordsFound { get; init; } = [];
+    public double BuzzwordDensity { get; init; }
+}
+
+public sealed record AchievementAnalysis
+{
+    public int TotalStatements { get; init; }
+    public int VagueStatements { get; init; }
+    public int QuantifiedStatements { get; init; }
+    public int StrongActionVerbStatements { get; init; }
+    public List<string> VagueExamples { get; init; } = [];
+}
+
+public sealed record SkillsAlignmentAnalysis
+{
+    public int TotalRolesChecked { get; init; }
+    public int RolesWithMatchingSkills { get; init; }
+    public List<SkillMismatch> Mismatches { get; init; } = [];
+}
+
+public sealed record SkillMismatch
+{
+    public required string JobTitle { get; init; }
+    public required string CompanyName { get; init; }
+    public required List<string> ExpectedSkills { get; init; }
+    public required List<string> MatchingSkills { get; init; }
+}
+
+public sealed record MetricsAnalysis
+{
+    public int TotalMetricsClaimed { get; init; }
+    public int PlausibleMetrics { get; init; }
+    public int SuspiciousMetrics { get; init; }
+    public int RoundNumberCount { get; init; }
+    public double RoundNumberRatio { get; init; }
+    public List<SuspiciousMetric> SuspiciousMetricsList { get; init; } = [];
+}
+
+public sealed record SuspiciousMetric
+{
+    public required string ClaimText { get; init; }
+    public required double Value { get; init; }
+    public required string Reason { get; init; }
+}
+
+public sealed record TextAnalysisFlag
+{
+    public required string Type { get; init; }
+    public required string Severity { get; init; }
+    public required string Message { get; init; }
+    public int ScoreImpact { get; init; }
+}

src/RealCV.Application/Models/TimelineAnalysisResult.cs

@@ -1,4 +1,4 @@
-namespace TrueCV.Application.Models;
+namespace RealCV.Application.Models;
 
 public sealed record TimelineAnalysisResult
 {

src/RealCV.Application/Models/TimelineGap.cs

@@ -1,4 +1,4 @@
-namespace TrueCV.Application.Models;
+namespace RealCV.Application.Models;
 
 public sealed record TimelineGap
 {

src/RealCV.Application/Models/TimelineOverlap.cs

@@ -1,4 +1,4 @@
-namespace TrueCV.Application.Models;
+namespace RealCV.Application.Models;
 
 public sealed record TimelineOverlap
 {

src/RealCV.Application/Models/VeracityReport.cs

@@ -1,4 +1,4 @@
-namespace TrueCV.Application.Models;
+namespace RealCV.Application.Models;
 
 public sealed record VeracityReport
 {
@@ -8,6 +8,7 @@ public sealed record VeracityReport
     public List<CompanyVerificationResult> EmploymentVerifications { get; init; } = [];
     public List<EducationVerificationResult> EducationVerifications { get; init; } = [];
     public required TimelineAnalysisResult TimelineAnalysis { get; init; }
+    public TextAnalysisResult? TextAnalysis { get; init; }
     public List<FlagResult> Flags { get; init; } = [];
     public required DateTime GeneratedAt { get; init; }
 }

src/RealCV.Application/RealCV.Application.csproj

@@ -1,7 +1,7 @@
 <Project Sdk="Microsoft.NET.Sdk">
 
   <ItemGroup>
-    <ProjectReference Include="..\TrueCV.Domain\TrueCV.Domain.csproj" />
+    <ProjectReference Include="..\RealCV.Domain\RealCV.Domain.csproj" />
   </ItemGroup>
 
   <PropertyGroup>

src/RealCV.Domain/Entities/AuditLog.cs

@@ -1,6 +1,6 @@
 using System.ComponentModel.DataAnnotations;
 
-namespace TrueCV.Domain.Entities;
+namespace RealCV.Domain.Entities;
 
 public class AuditLog
 {

src/RealCV.Domain/Entities/CVCheck.cs

@@ -1,7 +1,7 @@
 using System.ComponentModel.DataAnnotations;
-using TrueCV.Domain.Enums;
+using RealCV.Domain.Enums;
 
-namespace TrueCV.Domain.Entities;
+namespace RealCV.Domain.Entities;
 
 public class CVCheck
 {

src/RealCV.Domain/Entities/CVFlag.cs

@@ -1,8 +1,8 @@
 using System.ComponentModel.DataAnnotations;
 using System.ComponentModel.DataAnnotations.Schema;
-using TrueCV.Domain.Enums;
+using RealCV.Domain.Enums;
 
-namespace TrueCV.Domain.Entities;
+namespace RealCV.Domain.Entities;
 
 public class CVFlag
 {

src/RealCV.Domain/Entities/CompanyCache.cs

@@ -1,6 +1,6 @@
 using System.ComponentModel.DataAnnotations;
 
-namespace TrueCV.Domain.Entities;
+namespace RealCV.Domain.Entities;
 
 public class CompanyCache
 {

src/RealCV.Domain/Enums/CheckStatus.cs

@@ -1,4 +1,4 @@
-namespace TrueCV.Domain.Enums;
+namespace RealCV.Domain.Enums;
 
 public enum CheckStatus
 {

src/RealCV.Domain/Enums/FlagCategory.cs

@@ -1,4 +1,4 @@
-namespace TrueCV.Domain.Enums;
+namespace RealCV.Domain.Enums;
 
 public enum FlagCategory
 {

src/RealCV.Domain/Enums/FlagSeverity.cs

@@ -1,4 +1,4 @@
-namespace TrueCV.Domain.Enums;
+namespace RealCV.Domain.Enums;
 
 public enum FlagSeverity
 {

src/RealCV.Domain/Enums/UserPlan.cs

@@ -1,4 +1,4 @@
-namespace TrueCV.Domain.Enums;
+namespace RealCV.Domain.Enums;
 
 public enum UserPlan
 {

src/RealCV.Infrastructure/Clients/FcaRegisterClient.cs

@@ -0,0 +1,210 @@
+using System.Net.Http.Json;
+using System.Text.Json.Serialization;
+using Microsoft.Extensions.Logging;
+using Microsoft.Extensions.Options;
+using RealCV.Application.Helpers;
+
+namespace RealCV.Infrastructure.Clients;
+
+public sealed class FcaRegisterClient
+{
+    private readonly HttpClient _httpClient;
+    private readonly ILogger<FcaRegisterClient> _logger;
+    private readonly string _apiKey;
+
+    public FcaRegisterClient(
+        HttpClient httpClient,
+        IOptions<FcaOptions> options,
+        ILogger<FcaRegisterClient> logger)
+    {
+        _httpClient = httpClient;
+        _logger = logger;
+        _apiKey = options.Value.ApiKey;
+
+        _httpClient.BaseAddress = new Uri("https://register.fca.org.uk/services/V0.1/");
+        _httpClient.DefaultRequestHeaders.Add("X-Auth-Email", options.Value.Email);
+        _httpClient.DefaultRequestHeaders.Add("X-Auth-Key", _apiKey);
+    }
+
+    public async Task<FcaIndividualResponse?> SearchIndividualsAsync(string name, int page = 1)
+    {
+        try
+        {
+            var encodedName = Uri.EscapeDataString(name);
+            var url = $"Individuals?q={encodedName}&page={page}";
+
+            _logger.LogDebug("Searching FCA for individual: {Name}", name);
+
+            var response = await _httpClient.GetAsync(url);
+
+            if (!response.IsSuccessStatusCode)
+            {
+                _logger.LogWarning("FCA API returned {StatusCode} for search: {Name}",
+                    response.StatusCode, name);
+                return null;
+            }
+
+            return await response.Content.ReadFromJsonAsync<FcaIndividualResponse>(JsonDefaults.ApiClient);
+        }
+        catch (Exception ex)
+        {
+            _logger.LogError(ex, "Error searching FCA for individual: {Name}", name);
+            return null;
+        }
+    }
+
+    public async Task<FcaIndividualDetails?> GetIndividualAsync(string individualReferenceNumber)
+    {
+        try
+        {
+            var url = $"Individuals/{individualReferenceNumber}";
+
+            _logger.LogDebug("Getting FCA individual: {IRN}", individualReferenceNumber);
+
+            var response = await _httpClient.GetAsync(url);
+
+            if (!response.IsSuccessStatusCode)
+            {
+                _logger.LogWarning("FCA API returned {StatusCode} for IRN: {IRN}",
+                    response.StatusCode, individualReferenceNumber);
+                return null;
+            }
+
+            var wrapper = await response.Content.ReadFromJsonAsync<FcaIndividualDetailsWrapper>(JsonDefaults.ApiClient);
+            return wrapper?.Data?.FirstOrDefault();
+        }
+        catch (Exception ex)
+        {
+            _logger.LogError(ex, "Error getting FCA individual: {IRN}", individualReferenceNumber);
+            return null;
+        }
+    }
+
+    public async Task<FcaFirmResponse?> SearchFirmsAsync(string name, int page = 1)
+    {
+        try
+        {
+            var encodedName = Uri.EscapeDataString(name);
+            var url = $"Firms?q={encodedName}&page={page}";
+
+            var response = await _httpClient.GetAsync(url);
+
+            if (!response.IsSuccessStatusCode)
+            {
+                return null;
+            }
+
+            return await response.Content.ReadFromJsonAsync<FcaFirmResponse>(JsonDefaults.ApiClient);
+        }
+        catch (Exception ex)
+        {
+            _logger.LogError(ex, "Error searching FCA for firm: {Name}", name);
+            return null;
+        }
+    }
+}
+
+public class FcaOptions
+{
+    public string ApiKey { get; set; } = string.Empty;
+    public string Email { get; set; } = string.Empty;
+}
+
+// Response models
+public class FcaIndividualResponse
+{
+    public List<FcaIndividualSearchItem>? Data { get; set; }
+    public FcaPagination? Pagination { get; set; }
+}
+
+public class FcaIndividualSearchItem
+{
+    [JsonPropertyName("Individual Reference Number")]
+    public string? IndividualReferenceNumber { get; set; }
+
+    public string? Name { get; set; }
+    public string? Status { get; set; }
+
+    [JsonPropertyName("Current Employer(s)")]
+    public string? CurrentEmployers { get; set; }
+}
+
+public class FcaIndividualDetailsWrapper
+{
+    public List<FcaIndividualDetails>? Data { get; set; }
+}
+
+public class FcaIndividualDetails
+{
+    [JsonPropertyName("Individual Reference Number")]
+    public string? IndividualReferenceNumber { get; set; }
+
+    public string? Name { get; set; }
+    public string? Status { get; set; }
+
+    [JsonPropertyName("Effective Date")]
+    public string? EffectiveDate { get; set; }
+
+    [JsonPropertyName("Controlled Functions")]
+    public List<FcaControlledFunction>? ControlledFunctions { get; set; }
+
+    [JsonPropertyName("Previous Employments")]
+    public List<FcaPreviousEmployment>? PreviousEmployments { get; set; }
+}
+
+public class FcaControlledFunction
+{
+    [JsonPropertyName("Controlled Function")]
+    public string? ControlledFunction { get; set; }
+
+    [JsonPropertyName("Firm Name")]
+    public string? FirmName { get; set; }
+
+    [JsonPropertyName("Firm Reference Number")]
+    public string? FirmReferenceNumber { get; set; }
+
+    [JsonPropertyName("Status")]
+    public string? Status { get; set; }
+
+    [JsonPropertyName("Effective From")]
+    public string? EffectiveFrom { get; set; }
+}
+
+public class FcaPreviousEmployment
+{
+    [JsonPropertyName("Firm Name")]
+    public string? FirmName { get; set; }
+
+    [JsonPropertyName("Firm Reference Number")]
+    public string? FirmReferenceNumber { get; set; }
+
+    [JsonPropertyName("Start Date")]
+    public string? StartDate { get; set; }
+
+    [JsonPropertyName("End Date")]
+    public string? EndDate { get; set; }
+}
+
+public class FcaFirmResponse
+{
+    public List<FcaFirmSearchItem>? Data { get; set; }
+    public FcaPagination? Pagination { get; set; }
+}
+
+public class FcaFirmSearchItem
+{
+    [JsonPropertyName("Firm Reference Number")]
+    public string? FirmReferenceNumber { get; set; }
+
+    [JsonPropertyName("Firm Name")]
+    public string? FirmName { get; set; }
+
+    public string? Status { get; set; }
+}
+
+public class FcaPagination
+{
+    public int Page { get; set; }
+    public int TotalPages { get; set; }
+    public int TotalItems { get; set; }
+}

src/RealCV.Infrastructure/Clients/GitHubClient.cs

@@ -0,0 +1,237 @@
+using System.Net.Http.Headers;
+using System.Net.Http.Json;
+using System.Text.Json.Serialization;
+using Microsoft.Extensions.Logging;
+using Microsoft.Extensions.Options;
+using RealCV.Application.Helpers;
+
+namespace RealCV.Infrastructure.Clients;
+
+public sealed class GitHubApiClient
+{
+    private readonly HttpClient _httpClient;
+    private readonly ILogger<GitHubApiClient> _logger;
+
+    public GitHubApiClient(
+        HttpClient httpClient,
+        IOptions<GitHubOptions> options,
+        ILogger<GitHubApiClient> logger)
+    {
+        _httpClient = httpClient;
+        _logger = logger;
+
+        _httpClient.BaseAddress = new Uri("https://api.github.com/");
+        _httpClient.DefaultRequestHeaders.Accept.Add(new MediaTypeWithQualityHeaderValue("application/vnd.github+json"));
+        _httpClient.DefaultRequestHeaders.Add("X-GitHub-Api-Version", "2022-11-28");
+        _httpClient.DefaultRequestHeaders.UserAgent.ParseAdd("RealCV/1.0");
+
+        if (!string.IsNullOrEmpty(options.Value.PersonalAccessToken))
+        {
+            _httpClient.DefaultRequestHeaders.Authorization =
+                new AuthenticationHeaderValue("Bearer", options.Value.PersonalAccessToken);
+        }
+    }
+
+    public async Task<GitHubUser?> GetUserAsync(string username)
+    {
+        try
+        {
+            var url = $"users/{Uri.EscapeDataString(username)}";
+
+            _logger.LogDebug("Getting GitHub user: {Username}", username);
+
+            var response = await _httpClient.GetAsync(url);
+
+            if (!response.IsSuccessStatusCode)
+            {
+                _logger.LogWarning("GitHub API returned {StatusCode} for user: {Username}",
+                    response.StatusCode, username);
+                return null;
+            }
+
+            return await response.Content.ReadFromJsonAsync<GitHubUser>(JsonDefaults.ApiClient);
+        }
+        catch (Exception ex)
+        {
+            _logger.LogError(ex, "Error getting GitHub user: {Username}", username);
+            return null;
+        }
+    }
+
+    public async Task<List<GitHubRepo>> GetUserReposAsync(string username, int perPage = 100)
+    {
+        var repos = new List<GitHubRepo>();
+        var page = 1;
+
+        try
+        {
+            while (true)
+            {
+                var url = $"users/{Uri.EscapeDataString(username)}/repos?per_page={perPage}&page={page}&sort=updated";
+
+                var response = await _httpClient.GetAsync(url);
+
+                if (!response.IsSuccessStatusCode)
+                {
+                    break;
+                }
+
+                var pageRepos = await response.Content.ReadFromJsonAsync<List<GitHubRepo>>(JsonDefaults.ApiClient);
+
+                if (pageRepos == null || pageRepos.Count == 0)
+                {
+                    break;
+                }
+
+                repos.AddRange(pageRepos);
+
+                if (pageRepos.Count < perPage)
+                {
+                    break;
+                }
+
+                page++;
+
+                // Limit to avoid rate limiting
+                if (page > 5)
+                {
+                    break;
+                }
+            }
+        }
+        catch (Exception ex)
+        {
+            _logger.LogError(ex, "Error getting repos for user: {Username}", username);
+        }
+
+        return repos;
+    }
+
+    public async Task<GitHubUserSearchResponse?> SearchUsersAsync(string query, int perPage = 30)
+    {
+        try
+        {
+            var encodedQuery = Uri.EscapeDataString(query);
+            var url = $"search/users?q={encodedQuery}&per_page={perPage}";
+
+            var response = await _httpClient.GetAsync(url);
+
+            if (!response.IsSuccessStatusCode)
+            {
+                return null;
+            }
+
+            return await response.Content.ReadFromJsonAsync<GitHubUserSearchResponse>(JsonDefaults.ApiClient);
+        }
+        catch (Exception ex)
+        {
+            _logger.LogError(ex, "Error searching GitHub users: {Query}", query);
+            return null;
+        }
+    }
+}
+
+public class GitHubOptions
+{
+    public string PersonalAccessToken { get; set; } = string.Empty;
+}
+
+// Response models
+public class GitHubUser
+{
+    public string? Login { get; set; }
+    public int Id { get; set; }
+    public string? Name { get; set; }
+    public string? Company { get; set; }
+    public string? Blog { get; set; }
+    public string? Location { get; set; }
+    public string? Email { get; set; }
+    public string? Bio { get; set; }
+
+    [JsonPropertyName("twitter_username")]
+    public string? TwitterUsername { get; set; }
+
+    [JsonPropertyName("public_repos")]
+    public int PublicRepos { get; set; }
+
+    [JsonPropertyName("public_gists")]
+    public int PublicGists { get; set; }
+
+    public int Followers { get; set; }
+    public int Following { get; set; }
+
+    [JsonPropertyName("created_at")]
+    public DateTime CreatedAt { get; set; }
+
+    [JsonPropertyName("updated_at")]
+    public DateTime UpdatedAt { get; set; }
+
+    [JsonPropertyName("html_url")]
+    public string? HtmlUrl { get; set; }
+
+    [JsonPropertyName("avatar_url")]
+    public string? AvatarUrl { get; set; }
+}
+
+public class GitHubRepo
+{
+    public int Id { get; set; }
+    public string? Name { get; set; }
+
+    [JsonPropertyName("full_name")]
+    public string? FullName { get; set; }
+
+    public string? Description { get; set; }
+    public string? Language { get; set; }
+
+    [JsonPropertyName("html_url")]
+    public string? HtmlUrl { get; set; }
+
+    public bool Fork { get; set; }
+    public bool Private { get; set; }
+
+    [JsonPropertyName("stargazers_count")]
+    public int StargazersCount { get; set; }
+
+    [JsonPropertyName("watchers_count")]
+    public int WatchersCount { get; set; }
+
+    [JsonPropertyName("forks_count")]
+    public int ForksCount { get; set; }
+
+    public int Size { get; set; }
+
+    [JsonPropertyName("created_at")]
+    public DateTime CreatedAt { get; set; }
+
+    [JsonPropertyName("updated_at")]
+    public DateTime UpdatedAt { get; set; }
+
+    [JsonPropertyName("pushed_at")]
+    public DateTime? PushedAt { get; set; }
+}
+
+public class GitHubUserSearchResponse
+{
+    [JsonPropertyName("total_count")]
+    public int TotalCount { get; set; }
+
+    [JsonPropertyName("incomplete_results")]
+    public bool IncompleteResults { get; set; }
+
+    public List<GitHubUserSearchItem>? Items { get; set; }
+}
+
+public class GitHubUserSearchItem
+{
+    public string? Login { get; set; }
+    public int Id { get; set; }
+
+    [JsonPropertyName("avatar_url")]
+    public string? AvatarUrl { get; set; }
+
+    [JsonPropertyName("html_url")]
+    public string? HtmlUrl { get; set; }
+
+    public double Score { get; set; }
+}

src/RealCV.Infrastructure/Clients/OrcidClient.cs

@@ -0,0 +1,336 @@
+using System.Net.Http.Headers;
+using System.Net.Http.Json;
+using System.Text.Json.Serialization;
+using Microsoft.Extensions.Logging;
+using RealCV.Application.Helpers;
+
+namespace RealCV.Infrastructure.Clients;
+
+public sealed class OrcidClient
+{
+    private readonly HttpClient _httpClient;
+    private readonly ILogger<OrcidClient> _logger;
+
+    public OrcidClient(
+        HttpClient httpClient,
+        ILogger<OrcidClient> logger)
+    {
+        _httpClient = httpClient;
+        _logger = logger;
+
+        _httpClient.BaseAddress = new Uri("https://pub.orcid.org/v3.0/");
+        _httpClient.DefaultRequestHeaders.Accept.Add(new MediaTypeWithQualityHeaderValue("application/json"));
+    }
+
+    public async Task<OrcidSearchResponse?> SearchResearchersAsync(string query, int start = 0, int rows = 20)
+    {
+        try
+        {
+            var encodedQuery = Uri.EscapeDataString(query);
+            var url = $"search?q={encodedQuery}&start={start}&rows={rows}";
+
+            _logger.LogDebug("Searching ORCID: {Query}", query);
+
+            var response = await _httpClient.GetAsync(url);
+
+            if (!response.IsSuccessStatusCode)
+            {
+                _logger.LogWarning("ORCID API returned {StatusCode} for search: {Query}",
+                    response.StatusCode, query);
+                return null;
+            }
+
+            return await response.Content.ReadFromJsonAsync<OrcidSearchResponse>(JsonDefaults.ApiClient);
+        }
+        catch (Exception ex)
+        {
+            _logger.LogError(ex, "Error searching ORCID: {Query}", query);
+            return null;
+        }
+    }
+
+    public async Task<OrcidRecord?> GetRecordAsync(string orcidId)
+    {
+        try
+        {
+            // Normalize ORCID ID format (remove URL prefix if present)
+            orcidId = NormalizeOrcidId(orcidId);
+
+            var url = $"{orcidId}/record";
+
+            _logger.LogDebug("Getting ORCID record: {OrcidId}", orcidId);
+
+            var response = await _httpClient.GetAsync(url);
+
+            if (!response.IsSuccessStatusCode)
+            {
+                _logger.LogWarning("ORCID API returned {StatusCode} for ID: {OrcidId}",
+                    response.StatusCode, orcidId);
+                return null;
+            }
+
+            return await response.Content.ReadFromJsonAsync<OrcidRecord>(JsonDefaults.ApiClient);
+        }
+        catch (Exception ex)
+        {
+            _logger.LogError(ex, "Error getting ORCID record: {OrcidId}", orcidId);
+            return null;
+        }
+    }
+
+    public async Task<OrcidWorks?> GetWorksAsync(string orcidId)
+    {
+        try
+        {
+            orcidId = NormalizeOrcidId(orcidId);
+            var url = $"{orcidId}/works";
+
+            var response = await _httpClient.GetAsync(url);
+
+            if (!response.IsSuccessStatusCode)
+            {
+                return null;
+            }
+
+            return await response.Content.ReadFromJsonAsync<OrcidWorks>(JsonDefaults.ApiClient);
+        }
+        catch (Exception ex)
+        {
+            _logger.LogError(ex, "Error getting ORCID works: {OrcidId}", orcidId);
+            return null;
+        }
+    }
+
+    public async Task<OrcidEmployments?> GetEmploymentsAsync(string orcidId)
+    {
+        try
+        {
+            orcidId = NormalizeOrcidId(orcidId);
+            var url = $"{orcidId}/employments";
+
+            var response = await _httpClient.GetAsync(url);
+
+            if (!response.IsSuccessStatusCode)
+            {
+                return null;
+            }
+
+            return await response.Content.ReadFromJsonAsync<OrcidEmployments>(JsonDefaults.ApiClient);
+        }
+        catch (Exception ex)
+        {
+            _logger.LogError(ex, "Error getting ORCID employments: {OrcidId}", orcidId);
+            return null;
+        }
+    }
+
+    public async Task<OrcidEducations?> GetEducationsAsync(string orcidId)
+    {
+        try
+        {
+            orcidId = NormalizeOrcidId(orcidId);
+            var url = $"{orcidId}/educations";
+
+            var response = await _httpClient.GetAsync(url);
+
+            if (!response.IsSuccessStatusCode)
+            {
+                return null;
+            }
+
+            return await response.Content.ReadFromJsonAsync<OrcidEducations>(JsonDefaults.ApiClient);
+        }
+        catch (Exception ex)
+        {
+            _logger.LogError(ex, "Error getting ORCID educations: {OrcidId}", orcidId);
+            return null;
+        }
+    }
+
+    private static string NormalizeOrcidId(string orcidId)
+    {
+        // Remove URL prefixes
+        orcidId = orcidId.Replace("https://orcid.org/", "")
+                        .Replace("http://orcid.org/", "")
+                        .Trim();
+        return orcidId;
+    }
+}
+
+// Response models
+public class OrcidSearchResponse
+{
+    [JsonPropertyName("num-found")]
+    public int NumFound { get; set; }
+
+    public List<OrcidSearchResult>? Result { get; set; }
+}
+
+public class OrcidSearchResult
+{
+    [JsonPropertyName("orcid-identifier")]
+    public OrcidIdentifier? OrcidIdentifier { get; set; }
+}
+
+public class OrcidIdentifier
+{
+    public string? Uri { get; set; }
+    public string? Path { get; set; }
+    public string? Host { get; set; }
+}
+
+public class OrcidRecord
+{
+    [JsonPropertyName("orcid-identifier")]
+    public OrcidIdentifier? OrcidIdentifier { get; set; }
+
+    public OrcidPerson? Person { get; set; }
+
+    [JsonPropertyName("activities-summary")]
+    public OrcidActivitiesSummary? ActivitiesSummary { get; set; }
+}
+
+public class OrcidPerson
+{
+    public OrcidName? Name { get; set; }
+    public OrcidBiography? Biography { get; set; }
+}
+
+public class OrcidName
+{
+    [JsonPropertyName("given-names")]
+    public OrcidValue? GivenNames { get; set; }
+
+    [JsonPropertyName("family-name")]
+    public OrcidValue? FamilyName { get; set; }
+
+    [JsonPropertyName("credit-name")]
+    public OrcidValue? CreditName { get; set; }
+}
+
+public class OrcidValue
+{
+    public string? Value { get; set; }
+}
+
+public class OrcidBiography
+{
+    public string? Content { get; set; }
+}
+
+public class OrcidActivitiesSummary
+{
+    public OrcidEmployments? Employments { get; set; }
+    public OrcidEducations? Educations { get; set; }
+    public OrcidWorks? Works { get; set; }
+}
+
+public class OrcidEmployments
+{
+    [JsonPropertyName("affiliation-group")]
+    public List<OrcidAffiliationGroup>? AffiliationGroup { get; set; }
+}
+
+public class OrcidEducations
+{
+    [JsonPropertyName("affiliation-group")]
+    public List<OrcidAffiliationGroup>? AffiliationGroup { get; set; }
+}
+
+public class OrcidAffiliationGroup
+{
+    public List<OrcidAffiliationSummaryWrapper>? Summaries { get; set; }
+}
+
+public class OrcidAffiliationSummaryWrapper
+{
+    [JsonPropertyName("employment-summary")]
+    public OrcidAffiliationSummary? EmploymentSummary { get; set; }
+
+    [JsonPropertyName("education-summary")]
+    public OrcidAffiliationSummary? EducationSummary { get; set; }
+}
+
+public class OrcidAffiliationSummary
+{
+    [JsonPropertyName("department-name")]
+    public string? DepartmentName { get; set; }
+
+    [JsonPropertyName("role-title")]
+    public string? RoleTitle { get; set; }
+
+    [JsonPropertyName("start-date")]
+    public OrcidDate? StartDate { get; set; }
+
+    [JsonPropertyName("end-date")]
+    public OrcidDate? EndDate { get; set; }
+
+    public OrcidOrganization? Organization { get; set; }
+}
+
+public class OrcidDate
+{
+    public OrcidValue? Year { get; set; }
+    public OrcidValue? Month { get; set; }
+    public OrcidValue? Day { get; set; }
+}
+
+public class OrcidOrganization
+{
+    public string? Name { get; set; }
+    public OrcidAddress? Address { get; set; }
+}
+
+public class OrcidAddress
+{
+    public string? City { get; set; }
+    public string? Region { get; set; }
+    public string? Country { get; set; }
+}
+
+public class OrcidWorks
+{
+    public List<OrcidWorkGroup>? Group { get; set; }
+}
+
+public class OrcidWorkGroup
+{
+    [JsonPropertyName("work-summary")]
+    public List<OrcidWorkSummary>? WorkSummary { get; set; }
+}
+
+public class OrcidWorkSummary
+{
+    public string? Title { get; set; }
+    public OrcidTitle? TitleObj { get; set; }
+    public string? Type { get; set; }
+
+    [JsonPropertyName("publication-date")]
+    public OrcidDate? PublicationDate { get; set; }
+
+    [JsonPropertyName("journal-title")]
+    public OrcidValue? JournalTitle { get; set; }
+
+    [JsonPropertyName("external-ids")]
+    public OrcidExternalIds? ExternalIds { get; set; }
+}
+
+public class OrcidTitle
+{
+    public OrcidValue? Title { get; set; }
+}
+
+public class OrcidExternalIds
+{
+    [JsonPropertyName("external-id")]
+    public List<OrcidExternalId>? ExternalId { get; set; }
+}
+
+public class OrcidExternalId
+{
+    [JsonPropertyName("external-id-type")]
+    public string? ExternalIdType { get; set; }
+
+    [JsonPropertyName("external-id-value")]
+    public string? ExternalIdValue { get; set; }
+}

src/RealCV.Infrastructure/Configuration/AnthropicSettings.cs

@@ -1,4 +1,4 @@
-namespace TrueCV.Infrastructure.Configuration;
+namespace RealCV.Infrastructure.Configuration;
 
 public sealed class AnthropicSettings
 {

src/RealCV.Infrastructure/Configuration/AzureBlobSettings.cs

@@ -1,4 +1,4 @@
-namespace TrueCV.Infrastructure.Configuration;
+namespace RealCV.Infrastructure.Configuration;
 
 public sealed class AzureBlobSettings
 {

src/RealCV.Infrastructure/Configuration/CompaniesHouseSettings.cs

@@ -1,4 +1,4 @@
-namespace TrueCV.Infrastructure.Configuration;
+namespace RealCV.Infrastructure.Configuration;
 
 public sealed class CompaniesHouseSettings
 {

src/RealCV.Infrastructure/Configuration/LocalStorageSettings.cs

@@ -1,4 +1,4 @@
-namespace TrueCV.Infrastructure.Configuration;
+namespace RealCV.Infrastructure.Configuration;
 
 public sealed class LocalStorageSettings
 {

src/RealCV.Infrastructure/Data/ApplicationDbContext.cs

@@ -1,10 +1,10 @@
 using Microsoft.AspNetCore.Identity;
 using Microsoft.AspNetCore.Identity.EntityFrameworkCore;
 using Microsoft.EntityFrameworkCore;
-using TrueCV.Domain.Entities;
+using RealCV.Domain.Entities;
-using TrueCV.Infrastructure.Identity;
+using RealCV.Infrastructure.Identity;
 
-namespace TrueCV.Infrastructure.Data;
+namespace RealCV.Infrastructure.Data;
 
 public class ApplicationDbContext : IdentityDbContext<ApplicationUser, IdentityRole<Guid>, Guid>
 {

src/RealCV.Infrastructure/Data/Migrations/20260118182916_InitialCreate.Designer.cs

@@ -5,11 +5,11 @@ using Microsoft.EntityFrameworkCore.Infrastructure;
 using Microsoft.EntityFrameworkCore.Metadata;
 using Microsoft.EntityFrameworkCore.Migrations;
 using Microsoft.EntityFrameworkCore.Storage.ValueConversion;
-using TrueCV.Infrastructure.Data;
+using RealCV.Infrastructure.Data;
 
 #nullable disable
 
-namespace TrueCV.Infrastructure.Data.Migrations
+namespace RealCV.Infrastructure.Data.Migrations
 {
     [DbContext(typeof(ApplicationDbContext))]
     [Migration("20260118182916_InitialCreate")]
@@ -156,7 +156,7 @@ namespace TrueCV.Infrastructure.Data.Migrations
                     b.ToTable("AspNetUserTokens", (string)null);
                 });
 
-            modelBuilder.Entity("TrueCV.Domain.Entities.CVCheck", b =>
+            modelBuilder.Entity("RealCV.Domain.Entities.CVCheck", b =>
                 {
                     b.Property<Guid>("Id")
                         .ValueGeneratedOnAdd()
@@ -211,7 +211,7 @@ namespace TrueCV.Infrastructure.Data.Migrations
                     b.ToTable("CVChecks");
                 });
 
-            modelBuilder.Entity("TrueCV.Domain.Entities.CVFlag", b =>
+            modelBuilder.Entity("RealCV.Domain.Entities.CVFlag", b =>
                 {
                     b.Property<Guid>("Id")
                         .ValueGeneratedOnAdd()
@@ -251,7 +251,7 @@ namespace TrueCV.Infrastructure.Data.Migrations
                     b.ToTable("CVFlags");
                 });
 
-            modelBuilder.Entity("TrueCV.Domain.Entities.CompanyCache", b =>
+            modelBuilder.Entity("RealCV.Domain.Entities.CompanyCache", b =>
                 {
                     b.Property<string>("CompanyNumber")
                         .HasMaxLength(32)
@@ -281,7 +281,7 @@ namespace TrueCV.Infrastructure.Data.Migrations
                     b.ToTable("CompanyCache");
                 });
 
-            modelBuilder.Entity("TrueCV.Domain.Entities.User", b =>
+            modelBuilder.Entity("RealCV.Domain.Entities.User", b =>
                 {
                     b.Property<Guid>("Id")
                         .ValueGeneratedOnAdd()
@@ -307,7 +307,7 @@ namespace TrueCV.Infrastructure.Data.Migrations
                     b.ToTable("User");
                 });
 
-            modelBuilder.Entity("TrueCV.Infrastructure.Identity.ApplicationUser", b =>
+            modelBuilder.Entity("RealCV.Infrastructure.Identity.ApplicationUser", b =>
                 {
                     b.Property<Guid>("Id")
                         .ValueGeneratedOnAdd()
@@ -396,7 +396,7 @@ namespace TrueCV.Infrastructure.Data.Migrations
 
             modelBuilder.Entity("Microsoft.AspNetCore.Identity.IdentityUserClaim<System.Guid>", b =>
                 {
-                    b.HasOne("TrueCV.Infrastructure.Identity.ApplicationUser", null)
+                    b.HasOne("RealCV.Infrastructure.Identity.ApplicationUser", null)
                         .WithMany()
                         .HasForeignKey("UserId")
                         .OnDelete(DeleteBehavior.Cascade)
@@ -405,7 +405,7 @@ namespace TrueCV.Infrastructure.Data.Migrations
 
             modelBuilder.Entity("Microsoft.AspNetCore.Identity.IdentityUserLogin<System.Guid>", b =>
                 {
-                    b.HasOne("TrueCV.Infrastructure.Identity.ApplicationUser", null)
+                    b.HasOne("RealCV.Infrastructure.Identity.ApplicationUser", null)
                         .WithMany()
                         .HasForeignKey("UserId")
                         .OnDelete(DeleteBehavior.Cascade)
@@ -420,7 +420,7 @@ namespace TrueCV.Infrastructure.Data.Migrations
                         .OnDelete(DeleteBehavior.Cascade)
                         .IsRequired();
 
-                    b.HasOne("TrueCV.Infrastructure.Identity.ApplicationUser", null)
+                    b.HasOne("RealCV.Infrastructure.Identity.ApplicationUser", null)
                         .WithMany()
                         .HasForeignKey("UserId")
                         .OnDelete(DeleteBehavior.Cascade)
@@ -429,29 +429,29 @@ namespace TrueCV.Infrastructure.Data.Migrations
 
             modelBuilder.Entity("Microsoft.AspNetCore.Identity.IdentityUserToken<System.Guid>", b =>
                 {
-                    b.HasOne("TrueCV.Infrastructure.Identity.ApplicationUser", null)
+                    b.HasOne("RealCV.Infrastructure.Identity.ApplicationUser", null)
                         .WithMany()
                         .HasForeignKey("UserId")
                         .OnDelete(DeleteBehavior.Cascade)
                         .IsRequired();
                 });
 
-            modelBuilder.Entity("TrueCV.Domain.Entities.CVCheck", b =>
+            modelBuilder.Entity("RealCV.Domain.Entities.CVCheck", b =>
                 {
-                    b.HasOne("TrueCV.Infrastructure.Identity.ApplicationUser", null)
+                    b.HasOne("RealCV.Infrastructure.Identity.ApplicationUser", null)
                         .WithMany("CVChecks")
                         .HasForeignKey("UserId")
                         .OnDelete(DeleteBehavior.Cascade)
                         .IsRequired();
 
-                    b.HasOne("TrueCV.Domain.Entities.User", null)
+                    b.HasOne("RealCV.Domain.Entities.User", null)
                         .WithMany("CVChecks")
                         .HasForeignKey("UserId1");
                 });
 
-            modelBuilder.Entity("TrueCV.Domain.Entities.CVFlag", b =>
+            modelBuilder.Entity("RealCV.Domain.Entities.CVFlag", b =>
                 {
-                    b.HasOne("TrueCV.Domain.Entities.CVCheck", "CVCheck")
+                    b.HasOne("RealCV.Domain.Entities.CVCheck", "CVCheck")
                         .WithMany("Flags")
                         .HasForeignKey("CVCheckId")
                         .OnDelete(DeleteBehavior.Cascade)
@@ -460,17 +460,17 @@ namespace TrueCV.Infrastructure.Data.Migrations
                     b.Navigation("CVCheck");
                 });
 
-            modelBuilder.Entity("TrueCV.Domain.Entities.CVCheck", b =>
+            modelBuilder.Entity("RealCV.Domain.Entities.CVCheck", b =>
                 {
                     b.Navigation("Flags");
                 });
 
-            modelBuilder.Entity("TrueCV.Domain.Entities.User", b =>
+            modelBuilder.Entity("RealCV.Domain.Entities.User", b =>
                 {
                     b.Navigation("CVChecks");
                 });
 
-            modelBuilder.Entity("TrueCV.Infrastructure.Identity.ApplicationUser", b =>
+            modelBuilder.Entity("RealCV.Infrastructure.Identity.ApplicationUser", b =>
                 {
                     b.Navigation("CVChecks");
                 });

src/RealCV.Infrastructure/Data/Migrations/20260118182916_InitialCreate.cs

@@ -3,7 +3,7 @@ using Microsoft.EntityFrameworkCore.Migrations;
 
 #nullable disable
 
-namespace TrueCV.Infrastructure.Data.Migrations
+namespace RealCV.Infrastructure.Data.Migrations
 {
     /// <inheritdoc />
     public partial class InitialCreate : Migration

src/RealCV.Infrastructure/Data/Migrations/20260120191035_AddProcessingStageToCV.Designer.cs

@@ -5,11 +5,11 @@ using Microsoft.EntityFrameworkCore.Infrastructure;
 using Microsoft.EntityFrameworkCore.Metadata;
 using Microsoft.EntityFrameworkCore.Migrations;
 using Microsoft.EntityFrameworkCore.Storage.ValueConversion;
-using TrueCV.Infrastructure.Data;
+using RealCV.Infrastructure.Data;
 
 #nullable disable
 
-namespace TrueCV.Infrastructure.Data.Migrations
+namespace RealCV.Infrastructure.Data.Migrations
 {
     [DbContext(typeof(ApplicationDbContext))]
     [Migration("20260120191035_AddProcessingStageToCV")]
@@ -156,7 +156,7 @@ namespace TrueCV.Infrastructure.Data.Migrations
                     b.ToTable("AspNetUserTokens", (string)null);
                 });
 
-            modelBuilder.Entity("TrueCV.Domain.Entities.CVCheck", b =>
+            modelBuilder.Entity("RealCV.Domain.Entities.CVCheck", b =>
                 {
                     b.Property<Guid>("Id")
                         .ValueGeneratedOnAdd()
@@ -210,7 +210,7 @@ namespace TrueCV.Infrastructure.Data.Migrations
                     b.ToTable("CVChecks");
                 });
 
-            modelBuilder.Entity("TrueCV.Domain.Entities.CVFlag", b =>
+            modelBuilder.Entity("RealCV.Domain.Entities.CVFlag", b =>
                 {
                     b.Property<Guid>("Id")
                         .ValueGeneratedOnAdd()
@@ -250,7 +250,7 @@ namespace TrueCV.Infrastructure.Data.Migrations
                     b.ToTable("CVFlags");
                 });
 
-            modelBuilder.Entity("TrueCV.Domain.Entities.CompanyCache", b =>
+            modelBuilder.Entity("RealCV.Domain.Entities.CompanyCache", b =>
                 {
                     b.Property<string>("CompanyNumber")
                         .HasMaxLength(32)
@@ -292,7 +292,7 @@ namespace TrueCV.Infrastructure.Data.Migrations
                     b.ToTable("CompanyCache");
                 });
 
-            modelBuilder.Entity("TrueCV.Infrastructure.Identity.ApplicationUser", b =>
+            modelBuilder.Entity("RealCV.Infrastructure.Identity.ApplicationUser", b =>
                 {
                     b.Property<Guid>("Id")
                         .ValueGeneratedOnAdd()
@@ -381,7 +381,7 @@ namespace TrueCV.Infrastructure.Data.Migrations
 
             modelBuilder.Entity("Microsoft.AspNetCore.Identity.IdentityUserClaim<System.Guid>", b =>
                 {
-                    b.HasOne("TrueCV.Infrastructure.Identity.ApplicationUser", null)
+                    b.HasOne("RealCV.Infrastructure.Identity.ApplicationUser", null)
                         .WithMany()
                         .HasForeignKey("UserId")
                         .OnDelete(DeleteBehavior.Cascade)
@@ -390,7 +390,7 @@ namespace TrueCV.Infrastructure.Data.Migrations
 
             modelBuilder.Entity("Microsoft.AspNetCore.Identity.IdentityUserLogin<System.Guid>", b =>
                 {
-                    b.HasOne("TrueCV.Infrastructure.Identity.ApplicationUser", null)
+                    b.HasOne("RealCV.Infrastructure.Identity.ApplicationUser", null)
                         .WithMany()
                         .HasForeignKey("UserId")
                         .OnDelete(DeleteBehavior.Cascade)
@@ -405,7 +405,7 @@ namespace TrueCV.Infrastructure.Data.Migrations
                         .OnDelete(DeleteBehavior.Cascade)
                         .IsRequired();
 
-                    b.HasOne("TrueCV.Infrastructure.Identity.ApplicationUser", null)
+                    b.HasOne("RealCV.Infrastructure.Identity.ApplicationUser", null)
                         .WithMany()
                         .HasForeignKey("UserId")
                         .OnDelete(DeleteBehavior.Cascade)
@@ -414,25 +414,25 @@ namespace TrueCV.Infrastructure.Data.Migrations
 
             modelBuilder.Entity("Microsoft.AspNetCore.Identity.IdentityUserToken<System.Guid>", b =>
                 {
-                    b.HasOne("TrueCV.Infrastructure.Identity.ApplicationUser", null)
+                    b.HasOne("RealCV.Infrastructure.Identity.ApplicationUser", null)
                         .WithMany()
                         .HasForeignKey("UserId")
                         .OnDelete(DeleteBehavior.Cascade)
                         .IsRequired();
                 });
 
-            modelBuilder.Entity("TrueCV.Domain.Entities.CVCheck", b =>
+            modelBuilder.Entity("RealCV.Domain.Entities.CVCheck", b =>
                 {
-                    b.HasOne("TrueCV.Infrastructure.Identity.ApplicationUser", null)
+                    b.HasOne("RealCV.Infrastructure.Identity.ApplicationUser", null)
                         .WithMany("CVChecks")
                         .HasForeignKey("UserId")
                         .OnDelete(DeleteBehavior.Cascade)
                         .IsRequired();
                 });
 
-            modelBuilder.Entity("TrueCV.Domain.Entities.CVFlag", b =>
+            modelBuilder.Entity("RealCV.Domain.Entities.CVFlag", b =>
                 {
-                    b.HasOne("TrueCV.Domain.Entities.CVCheck", "CVCheck")
+                    b.HasOne("RealCV.Domain.Entities.CVCheck", "CVCheck")
                         .WithMany("Flags")
                         .HasForeignKey("CVCheckId")
                         .OnDelete(DeleteBehavior.Cascade)
@@ -441,12 +441,12 @@ namespace TrueCV.Infrastructure.Data.Migrations
                     b.Navigation("CVCheck");
                 });
 
-            modelBuilder.Entity("TrueCV.Domain.Entities.CVCheck", b =>
+            modelBuilder.Entity("RealCV.Domain.Entities.CVCheck", b =>
                 {
                     b.Navigation("Flags");
                 });
 
-            modelBuilder.Entity("TrueCV.Infrastructure.Identity.ApplicationUser", b =>
+            modelBuilder.Entity("RealCV.Infrastructure.Identity.ApplicationUser", b =>
                 {
                     b.Navigation("CVChecks");
                 });

src/RealCV.Infrastructure/Data/Migrations/20260120191035_AddProcessingStageToCV.cs

@@ -3,7 +3,7 @@ using Microsoft.EntityFrameworkCore.Migrations;
 
 #nullable disable
 
-namespace TrueCV.Infrastructure.Data.Migrations
+namespace RealCV.Infrastructure.Data.Migrations
 {
     /// <inheritdoc />
     public partial class AddProcessingStageToCV : Migration

src/RealCV.Infrastructure/Data/Migrations/20260120194532_AddAuditLogTable.Designer.cs

@@ -5,11 +5,11 @@ using Microsoft.EntityFrameworkCore.Infrastructure;
 using Microsoft.EntityFrameworkCore.Metadata;
 using Microsoft.EntityFrameworkCore.Migrations;
 using Microsoft.EntityFrameworkCore.Storage.ValueConversion;
-using TrueCV.Infrastructure.Data;
+using RealCV.Infrastructure.Data;
 
 #nullable disable
 
-namespace TrueCV.Infrastructure.Data.Migrations
+namespace RealCV.Infrastructure.Data.Migrations
 {
     [DbContext(typeof(ApplicationDbContext))]
     [Migration("20260120194532_AddAuditLogTable")]
@@ -156,7 +156,7 @@ namespace TrueCV.Infrastructure.Data.Migrations
                     b.ToTable("AspNetUserTokens", (string)null);
                 });
 
-            modelBuilder.Entity("TrueCV.Domain.Entities.AuditLog", b =>
+            modelBuilder.Entity("RealCV.Domain.Entities.AuditLog", b =>
                 {
                     b.Property<Guid>("Id")
                         .ValueGeneratedOnAdd()
@@ -202,7 +202,7 @@ namespace TrueCV.Infrastructure.Data.Migrations
                     b.ToTable("AuditLogs");
                 });
 
-            modelBuilder.Entity("TrueCV.Domain.Entities.CVCheck", b =>
+            modelBuilder.Entity("RealCV.Domain.Entities.CVCheck", b =>
                 {
                     b.Property<Guid>("Id")
                         .ValueGeneratedOnAdd()
@@ -256,7 +256,7 @@ namespace TrueCV.Infrastructure.Data.Migrations
                     b.ToTable("CVChecks");
                 });
 
-            modelBuilder.Entity("TrueCV.Domain.Entities.CVFlag", b =>
+            modelBuilder.Entity("RealCV.Domain.Entities.CVFlag", b =>
                 {
                     b.Property<Guid>("Id")
                         .ValueGeneratedOnAdd()
@@ -296,7 +296,7 @@ namespace TrueCV.Infrastructure.Data.Migrations
                     b.ToTable("CVFlags");
                 });
 
-            modelBuilder.Entity("TrueCV.Domain.Entities.CompanyCache", b =>
+            modelBuilder.Entity("RealCV.Domain.Entities.CompanyCache", b =>
                 {
                     b.Property<string>("CompanyNumber")
                         .HasMaxLength(32)
@@ -338,7 +338,7 @@ namespace TrueCV.Infrastructure.Data.Migrations
                     b.ToTable("CompanyCache");
                 });
 
-            modelBuilder.Entity("TrueCV.Infrastructure.Identity.ApplicationUser", b =>
+            modelBuilder.Entity("RealCV.Infrastructure.Identity.ApplicationUser", b =>
                 {
                     b.Property<Guid>("Id")
                         .ValueGeneratedOnAdd()
@@ -427,7 +427,7 @@ namespace TrueCV.Infrastructure.Data.Migrations
 
             modelBuilder.Entity("Microsoft.AspNetCore.Identity.IdentityUserClaim<System.Guid>", b =>
                 {
-                    b.HasOne("TrueCV.Infrastructure.Identity.ApplicationUser", null)
+                    b.HasOne("RealCV.Infrastructure.Identity.ApplicationUser", null)
                         .WithMany()
                         .HasForeignKey("UserId")
                         .OnDelete(DeleteBehavior.Cascade)
@@ -436,7 +436,7 @@ namespace TrueCV.Infrastructure.Data.Migrations
 
             modelBuilder.Entity("Microsoft.AspNetCore.Identity.IdentityUserLogin<System.Guid>", b =>
                 {
-                    b.HasOne("TrueCV.Infrastructure.Identity.ApplicationUser", null)
+                    b.HasOne("RealCV.Infrastructure.Identity.ApplicationUser", null)
                         .WithMany()
                         .HasForeignKey("UserId")
                         .OnDelete(DeleteBehavior.Cascade)
@@ -451,7 +451,7 @@ namespace TrueCV.Infrastructure.Data.Migrations
                         .OnDelete(DeleteBehavior.Cascade)
                         .IsRequired();
 
-                    b.HasOne("TrueCV.Infrastructure.Identity.ApplicationUser", null)
+                    b.HasOne("RealCV.Infrastructure.Identity.ApplicationUser", null)
                         .WithMany()
                         .HasForeignKey("UserId")
                         .OnDelete(DeleteBehavior.Cascade)
@@ -460,25 +460,25 @@ namespace TrueCV.Infrastructure.Data.Migrations
 
             modelBuilder.Entity("Microsoft.AspNetCore.Identity.IdentityUserToken<System.Guid>", b =>
                 {
-                    b.HasOne("TrueCV.Infrastructure.Identity.ApplicationUser", null)
+                    b.HasOne("RealCV.Infrastructure.Identity.ApplicationUser", null)
                         .WithMany()
                         .HasForeignKey("UserId")
                         .OnDelete(DeleteBehavior.Cascade)
                         .IsRequired();
                 });
 
-            modelBuilder.Entity("TrueCV.Domain.Entities.CVCheck", b =>
+            modelBuilder.Entity("RealCV.Domain.Entities.CVCheck", b =>
                 {
-                    b.HasOne("TrueCV.Infrastructure.Identity.ApplicationUser", null)
+                    b.HasOne("RealCV.Infrastructure.Identity.ApplicationUser", null)
                         .WithMany("CVChecks")
                         .HasForeignKey("UserId")
                         .OnDelete(DeleteBehavior.Cascade)
                         .IsRequired();
                 });
 
-            modelBuilder.Entity("TrueCV.Domain.Entities.CVFlag", b =>
+            modelBuilder.Entity("RealCV.Domain.Entities.CVFlag", b =>
                 {
-                    b.HasOne("TrueCV.Domain.Entities.CVCheck", "CVCheck")
+                    b.HasOne("RealCV.Domain.Entities.CVCheck", "CVCheck")
                         .WithMany("Flags")
                         .HasForeignKey("CVCheckId")
                         .OnDelete(DeleteBehavior.Cascade)
@@ -487,12 +487,12 @@ namespace TrueCV.Infrastructure.Data.Migrations
                     b.Navigation("CVCheck");
                 });
 
-            modelBuilder.Entity("TrueCV.Domain.Entities.CVCheck", b =>
+            modelBuilder.Entity("RealCV.Domain.Entities.CVCheck", b =>
                 {
                     b.Navigation("Flags");
                 });
 
-            modelBuilder.Entity("TrueCV.Infrastructure.Identity.ApplicationUser", b =>
+            modelBuilder.Entity("RealCV.Infrastructure.Identity.ApplicationUser", b =>
                 {
                     b.Navigation("CVChecks");
                 });

src/RealCV.Infrastructure/Data/Migrations/20260120194532_AddAuditLogTable.cs

@@ -3,7 +3,7 @@ using Microsoft.EntityFrameworkCore.Migrations;
 
 #nullable disable
 
-namespace TrueCV.Infrastructure.Data.Migrations
+namespace RealCV.Infrastructure.Data.Migrations
 {
     /// <inheritdoc />
     public partial class AddAuditLogTable : Migration

src/RealCV.Infrastructure/Data/Migrations/20260125074319_AddTermsAcceptedAt.Designer.cs

@@ -0,0 +1,505 @@
+// <auto-generated />
+using System;
+using Microsoft.EntityFrameworkCore;
+using Microsoft.EntityFrameworkCore.Infrastructure;
+using Microsoft.EntityFrameworkCore.Metadata;
+using Microsoft.EntityFrameworkCore.Migrations;
+using Microsoft.EntityFrameworkCore.Storage.ValueConversion;
+using RealCV.Infrastructure.Data;
+
+#nullable disable
+
+namespace RealCV.Infrastructure.Data.Migrations
+{
+    [DbContext(typeof(ApplicationDbContext))]
+    [Migration("20260125074319_AddTermsAcceptedAt")]
+    partial class AddTermsAcceptedAt
+    {
+        /// <inheritdoc />
+        protected override void BuildTargetModel(ModelBuilder modelBuilder)
+        {
+#pragma warning disable 612, 618
+            modelBuilder
+                .HasAnnotation("ProductVersion", "8.0.23")
+                .HasAnnotation("Relational:MaxIdentifierLength", 128);
+
+            SqlServerModelBuilderExtensions.UseIdentityColumns(modelBuilder);
+
+            modelBuilder.Entity("Microsoft.AspNetCore.Identity.IdentityRole<System.Guid>", b =>
+                {
+                    b.Property<Guid>("Id")
+                        .ValueGeneratedOnAdd()
+                        .HasColumnType("uniqueidentifier");
+
+                    b.Property<string>("ConcurrencyStamp")
+                        .IsConcurrencyToken()
+                        .HasColumnType("nvarchar(max)");
+
+                    b.Property<string>("Name")
+                        .HasMaxLength(256)
+                        .HasColumnType("nvarchar(256)");
+
+                    b.Property<string>("NormalizedName")
+                        .HasMaxLength(256)
+                        .HasColumnType("nvarchar(256)");
+
+                    b.HasKey("Id");
+
+                    b.HasIndex("NormalizedName")
+                        .IsUnique()
+                        .HasDatabaseName("RoleNameIndex")
+                        .HasFilter("[NormalizedName] IS NOT NULL");
+
+                    b.ToTable("AspNetRoles", (string)null);
+                });
+
+            modelBuilder.Entity("Microsoft.AspNetCore.Identity.IdentityRoleClaim<System.Guid>", b =>
+                {
+                    b.Property<int>("Id")
+                        .ValueGeneratedOnAdd()
+                        .HasColumnType("int");
+
+                    SqlServerPropertyBuilderExtensions.UseIdentityColumn(b.Property<int>("Id"));
+
+                    b.Property<string>("ClaimType")
+                        .HasColumnType("nvarchar(max)");
+
+                    b.Property<string>("ClaimValue")
+                        .HasColumnType("nvarchar(max)");
+
+                    b.Property<Guid>("RoleId")
+                        .HasColumnType("uniqueidentifier");
+
+                    b.HasKey("Id");
+
+                    b.HasIndex("RoleId");
+
+                    b.ToTable("AspNetRoleClaims", (string)null);
+                });
+
+            modelBuilder.Entity("Microsoft.AspNetCore.Identity.IdentityUserClaim<System.Guid>", b =>
+                {
+                    b.Property<int>("Id")
+                        .ValueGeneratedOnAdd()
+                        .HasColumnType("int");
+
+                    SqlServerPropertyBuilderExtensions.UseIdentityColumn(b.Property<int>("Id"));
+
+                    b.Property<string>("ClaimType")
+                        .HasColumnType("nvarchar(max)");
+
+                    b.Property<string>("ClaimValue")
+                        .HasColumnType("nvarchar(max)");
+
+                    b.Property<Guid>("UserId")
+                        .HasColumnType("uniqueidentifier");
+
+                    b.HasKey("Id");
+
+                    b.HasIndex("UserId");
+
+                    b.ToTable("AspNetUserClaims", (string)null);
+                });
+
+            modelBuilder.Entity("Microsoft.AspNetCore.Identity.IdentityUserLogin<System.Guid>", b =>
+                {
+                    b.Property<string>("LoginProvider")
+                        .HasColumnType("nvarchar(450)");
+
+                    b.Property<string>("ProviderKey")
+                        .HasColumnType("nvarchar(450)");
+
+                    b.Property<string>("ProviderDisplayName")
+                        .HasColumnType("nvarchar(max)");
+
+                    b.Property<Guid>("UserId")
+                        .HasColumnType("uniqueidentifier");
+
+                    b.HasKey("LoginProvider", "ProviderKey");
+
+                    b.HasIndex("UserId");
+
+                    b.ToTable("AspNetUserLogins", (string)null);
+                });
+
+            modelBuilder.Entity("Microsoft.AspNetCore.Identity.IdentityUserRole<System.Guid>", b =>
+                {
+                    b.Property<Guid>("UserId")
+                        .HasColumnType("uniqueidentifier");
+
+                    b.Property<Guid>("RoleId")
+                        .HasColumnType("uniqueidentifier");
+
+                    b.HasKey("UserId", "RoleId");
+
+                    b.HasIndex("RoleId");
+
+                    b.ToTable("AspNetUserRoles", (string)null);
+                });
+
+            modelBuilder.Entity("Microsoft.AspNetCore.Identity.IdentityUserToken<System.Guid>", b =>
+                {
+                    b.Property<Guid>("UserId")
+                        .HasColumnType("uniqueidentifier");
+
+                    b.Property<string>("LoginProvider")
+                        .HasColumnType("nvarchar(450)");
+
+                    b.Property<string>("Name")
+                        .HasColumnType("nvarchar(450)");
+
+                    b.Property<string>("Value")
+                        .HasColumnType("nvarchar(max)");
+
+                    b.HasKey("UserId", "LoginProvider", "Name");
+
+                    b.ToTable("AspNetUserTokens", (string)null);
+                });
+
+            modelBuilder.Entity("RealCV.Domain.Entities.AuditLog", b =>
+                {
+                    b.Property<Guid>("Id")
+                        .ValueGeneratedOnAdd()
+                        .HasColumnType("uniqueidentifier");
+
+                    b.Property<string>("Action")
+                        .IsRequired()
+                        .HasMaxLength(64)
+                        .HasColumnType("nvarchar(64)");
+
+                    b.Property<DateTime>("CreatedAt")
+                        .HasColumnType("datetime2");
+
+                    b.Property<string>("Details")
+                        .HasMaxLength(1024)
+                        .HasColumnType("nvarchar(1024)");
+
+                    b.Property<Guid?>("EntityId")
+                        .HasColumnType("uniqueidentifier");
+
+                    b.Property<string>("EntityType")
+                        .HasMaxLength(128)
+                        .HasColumnType("nvarchar(128)");
+
+                    b.Property<string>("IpAddress")
+                        .HasMaxLength(64)
+                        .HasColumnType("nvarchar(64)");
+
+                    b.Property<Guid>("UserId")
+                        .HasColumnType("uniqueidentifier");
+
+                    b.HasKey("Id");
+
+                    b.HasIndex("Action")
+                        .HasDatabaseName("IX_AuditLogs_Action");
+
+                    b.HasIndex("CreatedAt")
+                        .HasDatabaseName("IX_AuditLogs_CreatedAt");
+
+                    b.HasIndex("UserId")
+                        .HasDatabaseName("IX_AuditLogs_UserId");
+
+                    b.ToTable("AuditLogs");
+                });
+
+            modelBuilder.Entity("RealCV.Domain.Entities.CVCheck", b =>
+                {
+                    b.Property<Guid>("Id")
+                        .ValueGeneratedOnAdd()
+                        .HasColumnType("uniqueidentifier");
+
+                    b.Property<string>("BlobUrl")
+                        .IsRequired()
+                        .HasMaxLength(2048)
+                        .HasColumnType("nvarchar(2048)");
+
+                    b.Property<DateTime?>("CompletedAt")
+                        .HasColumnType("datetime2");
+
+                    b.Property<DateTime>("CreatedAt")
+                        .HasColumnType("datetime2");
+
+                    b.Property<string>("ExtractedDataJson")
+                        .HasColumnType("nvarchar(max)");
+
+                    b.Property<string>("OriginalFileName")
+                        .IsRequired()
+                        .HasMaxLength(512)
+                        .HasColumnType("nvarchar(512)");
+
+                    b.Property<string>("ProcessingStage")
+                        .HasMaxLength(64)
+                        .HasColumnType("nvarchar(64)");
+
+                    b.Property<string>("ReportJson")
+                        .HasColumnType("nvarchar(max)");
+
+                    b.Property<string>("Status")
+                        .IsRequired()
+                        .HasMaxLength(32)
+                        .HasColumnType("nvarchar(32)");
+
+                    b.Property<Guid>("UserId")
+                        .HasColumnType("uniqueidentifier");
+
+                    b.Property<int?>("VeracityScore")
+                        .HasColumnType("int");
+
+                    b.HasKey("Id");
+
+                    b.HasIndex("Status")
+                        .HasDatabaseName("IX_CVChecks_Status");
+
+                    b.HasIndex("UserId")
+                        .HasDatabaseName("IX_CVChecks_UserId");
+
+                    b.ToTable("CVChecks");
+                });
+
+            modelBuilder.Entity("RealCV.Domain.Entities.CVFlag", b =>
+                {
+                    b.Property<Guid>("Id")
+                        .ValueGeneratedOnAdd()
+                        .HasColumnType("uniqueidentifier");
+
+                    b.Property<Guid>("CVCheckId")
+                        .HasColumnType("uniqueidentifier");
+
+                    b.Property<string>("Category")
+                        .IsRequired()
+                        .HasMaxLength(32)
+                        .HasColumnType("nvarchar(32)");
+
+                    b.Property<string>("Description")
+                        .IsRequired()
+                        .HasMaxLength(2048)
+                        .HasColumnType("nvarchar(2048)");
+
+                    b.Property<int>("ScoreImpact")
+                        .HasColumnType("int");
+
+                    b.Property<string>("Severity")
+                        .IsRequired()
+                        .HasMaxLength(32)
+                        .HasColumnType("nvarchar(32)");
+
+                    b.Property<string>("Title")
+                        .IsRequired()
+                        .HasMaxLength(256)
+                        .HasColumnType("nvarchar(256)");
+
+                    b.HasKey("Id");
+
+                    b.HasIndex("CVCheckId")
+                        .HasDatabaseName("IX_CVFlags_CVCheckId");
+
+                    b.ToTable("CVFlags");
+                });
+
+            modelBuilder.Entity("RealCV.Domain.Entities.CompanyCache", b =>
+                {
+                    b.Property<string>("CompanyNumber")
+                        .HasMaxLength(32)
+                        .HasColumnType("nvarchar(32)");
+
+                    b.Property<string>("AccountsCategory")
+                        .HasMaxLength(64)
+                        .HasColumnType("nvarchar(64)");
+
+                    b.Property<DateTime>("CachedAt")
+                        .HasColumnType("datetime2");
+
+                    b.Property<string>("CompanyName")
+                        .IsRequired()
+                        .HasMaxLength(512)
+                        .HasColumnType("nvarchar(512)");
+
+                    b.Property<string>("CompanyType")
+                        .HasMaxLength(64)
+                        .HasColumnType("nvarchar(64)");
+
+                    b.Property<DateOnly?>("DissolutionDate")
+                        .HasColumnType("date");
+
+                    b.Property<DateOnly?>("IncorporationDate")
+                        .HasColumnType("date");
+
+                    b.Property<string>("SicCodesJson")
+                        .HasMaxLength(256)
+                        .HasColumnType("nvarchar(256)");
+
+                    b.Property<string>("Status")
+                        .IsRequired()
+                        .HasMaxLength(64)
+                        .HasColumnType("nvarchar(64)");
+
+                    b.HasKey("CompanyNumber");
+
+                    b.ToTable("CompanyCache");
+                });
+
+            modelBuilder.Entity("RealCV.Infrastructure.Identity.ApplicationUser", b =>
+                {
+                    b.Property<Guid>("Id")
+                        .ValueGeneratedOnAdd()
+                        .HasColumnType("uniqueidentifier");
+
+                    b.Property<int>("AccessFailedCount")
+                        .HasColumnType("int");
+
+                    b.Property<int>("ChecksUsedThisMonth")
+                        .HasColumnType("int");
+
+                    b.Property<string>("ConcurrencyStamp")
+                        .IsConcurrencyToken()
+                        .HasColumnType("nvarchar(max)");
+
+                    b.Property<string>("Email")
+                        .HasMaxLength(256)
+                        .HasColumnType("nvarchar(256)");
+
+                    b.Property<bool>("EmailConfirmed")
+                        .HasColumnType("bit");
+
+                    b.Property<bool>("LockoutEnabled")
+                        .HasColumnType("bit");
+
+                    b.Property<DateTimeOffset?>("LockoutEnd")
+                        .HasColumnType("datetimeoffset");
+
+                    b.Property<string>("NormalizedEmail")
+                        .HasMaxLength(256)
+                        .HasColumnType("nvarchar(256)");
+
+                    b.Property<string>("NormalizedUserName")
+                        .HasMaxLength(256)
+                        .HasColumnType("nvarchar(256)");
+
+                    b.Property<string>("PasswordHash")
+                        .HasColumnType("nvarchar(max)");
+
+                    b.Property<string>("PhoneNumber")
+                        .HasColumnType("nvarchar(max)");
+
+                    b.Property<bool>("PhoneNumberConfirmed")
+                        .HasColumnType("bit");
+
+                    b.Property<string>("Plan")
+                        .IsRequired()
+                        .HasMaxLength(32)
+                        .HasColumnType("nvarchar(32)");
+
+                    b.Property<string>("SecurityStamp")
+                        .HasColumnType("nvarchar(max)");
+
+                    b.Property<string>("StripeCustomerId")
+                        .HasMaxLength(256)
+                        .HasColumnType("nvarchar(256)");
+
+                    b.Property<DateTime?>("TermsAcceptedAt")
+                        .HasColumnType("datetime2");
+
+                    b.Property<bool>("TwoFactorEnabled")
+                        .HasColumnType("bit");
+
+                    b.Property<string>("UserName")
+                        .HasMaxLength(256)
+                        .HasColumnType("nvarchar(256)");
+
+                    b.HasKey("Id");
+
+                    b.HasIndex("NormalizedEmail")
+                        .HasDatabaseName("EmailIndex");
+
+                    b.HasIndex("NormalizedUserName")
+                        .IsUnique()
+                        .HasDatabaseName("UserNameIndex")
+                        .HasFilter("[NormalizedUserName] IS NOT NULL");
+
+                    b.ToTable("AspNetUsers", (string)null);
+                });
+
+            modelBuilder.Entity("Microsoft.AspNetCore.Identity.IdentityRoleClaim<System.Guid>", b =>
+                {
+                    b.HasOne("Microsoft.AspNetCore.Identity.IdentityRole<System.Guid>", null)
+                        .WithMany()
+                        .HasForeignKey("RoleId")
+                        .OnDelete(DeleteBehavior.Cascade)
+                        .IsRequired();
+                });
+
+            modelBuilder.Entity("Microsoft.AspNetCore.Identity.IdentityUserClaim<System.Guid>", b =>
+                {
+                    b.HasOne("RealCV.Infrastructure.Identity.ApplicationUser", null)
+                        .WithMany()
+                        .HasForeignKey("UserId")
+                        .OnDelete(DeleteBehavior.Cascade)
+                        .IsRequired();
+                });
+
+            modelBuilder.Entity("Microsoft.AspNetCore.Identity.IdentityUserLogin<System.Guid>", b =>
+                {
+                    b.HasOne("RealCV.Infrastructure.Identity.ApplicationUser", null)
+                        .WithMany()
+                        .HasForeignKey("UserId")
+                        .OnDelete(DeleteBehavior.Cascade)
+                        .IsRequired();
+                });
+
+            modelBuilder.Entity("Microsoft.AspNetCore.Identity.IdentityUserRole<System.Guid>", b =>
+                {
+                    b.HasOne("Microsoft.AspNetCore.Identity.IdentityRole<System.Guid>", null)
+                        .WithMany()
+                        .HasForeignKey("RoleId")
+                        .OnDelete(DeleteBehavior.Cascade)
+                        .IsRequired();
+
+                    b.HasOne("RealCV.Infrastructure.Identity.ApplicationUser", null)
+                        .WithMany()
+                        .HasForeignKey("UserId")
+                        .OnDelete(DeleteBehavior.Cascade)
+                        .IsRequired();
+                });
+
+            modelBuilder.Entity("Microsoft.AspNetCore.Identity.IdentityUserToken<System.Guid>", b =>
+                {
+                    b.HasOne("RealCV.Infrastructure.Identity.ApplicationUser", null)
+                        .WithMany()
+                        .HasForeignKey("UserId")
+                        .OnDelete(DeleteBehavior.Cascade)
+                        .IsRequired();
+                });
+
+            modelBuilder.Entity("RealCV.Domain.Entities.CVCheck", b =>
+                {
+                    b.HasOne("RealCV.Infrastructure.Identity.ApplicationUser", null)
+                        .WithMany("CVChecks")
+                        .HasForeignKey("UserId")
+                        .OnDelete(DeleteBehavior.Cascade)
+                        .IsRequired();
+                });
+
+            modelBuilder.Entity("RealCV.Domain.Entities.CVFlag", b =>
+                {
+                    b.HasOne("RealCV.Domain.Entities.CVCheck", "CVCheck")
+                        .WithMany("Flags")
+                        .HasForeignKey("CVCheckId")
+                        .OnDelete(DeleteBehavior.Cascade)
+                        .IsRequired();
+
+                    b.Navigation("CVCheck");
+                });
+
+            modelBuilder.Entity("RealCV.Domain.Entities.CVCheck", b =>
+                {
+                    b.Navigation("Flags");
+                });
+
+            modelBuilder.Entity("RealCV.Infrastructure.Identity.ApplicationUser", b =>
+                {
+                    b.Navigation("CVChecks");
+                });
+#pragma warning restore 612, 618
+        }
+    }
+}

src/RealCV.Infrastructure/Data/Migrations/20260125074319_AddTermsAcceptedAt.cs

@@ -0,0 +1,29 @@
+using System;
+using Microsoft.EntityFrameworkCore.Migrations;
+
+#nullable disable
+
+namespace RealCV.Infrastructure.Data.Migrations
+{
+    /// <inheritdoc />
+    public partial class AddTermsAcceptedAt : Migration
+    {
+        /// <inheritdoc />
+        protected override void Up(MigrationBuilder migrationBuilder)
+        {
+            migrationBuilder.AddColumn<DateTime>(
+                name: "TermsAcceptedAt",
+                table: "AspNetUsers",
+                type: "datetime2",
+                nullable: true);
+        }
+
+        /// <inheritdoc />
+        protected override void Down(MigrationBuilder migrationBuilder)
+        {
+            migrationBuilder.DropColumn(
+                name: "TermsAcceptedAt",
+                table: "AspNetUsers");
+        }
+    }
+}

src/RealCV.Infrastructure/Data/Migrations/ApplicationDbContextModelSnapshot.cs

@@ -4,11 +4,11 @@ using Microsoft.EntityFrameworkCore;
 using Microsoft.EntityFrameworkCore.Infrastructure;
 using Microsoft.EntityFrameworkCore.Metadata;
 using Microsoft.EntityFrameworkCore.Storage.ValueConversion;
-using TrueCV.Infrastructure.Data;
+using RealCV.Infrastructure.Data;
 
 #nullable disable
 
-namespace TrueCV.Infrastructure.Data.Migrations
+namespace RealCV.Infrastructure.Data.Migrations
 {
     [DbContext(typeof(ApplicationDbContext))]
     partial class ApplicationDbContextModelSnapshot : ModelSnapshot
@@ -153,7 +153,7 @@ namespace TrueCV.Infrastructure.Data.Migrations
                     b.ToTable("AspNetUserTokens", (string)null);
                 });
 
-            modelBuilder.Entity("TrueCV.Domain.Entities.AuditLog", b =>
+            modelBuilder.Entity("RealCV.Domain.Entities.AuditLog", b =>
                 {
                     b.Property<Guid>("Id")
                         .ValueGeneratedOnAdd()
@@ -199,7 +199,7 @@ namespace TrueCV.Infrastructure.Data.Migrations
                     b.ToTable("AuditLogs");
                 });
 
-            modelBuilder.Entity("TrueCV.Domain.Entities.CVCheck", b =>
+            modelBuilder.Entity("RealCV.Domain.Entities.CVCheck", b =>
                 {
                     b.Property<Guid>("Id")
                         .ValueGeneratedOnAdd()
@@ -253,7 +253,7 @@ namespace TrueCV.Infrastructure.Data.Migrations
                     b.ToTable("CVChecks");
                 });
 
-            modelBuilder.Entity("TrueCV.Domain.Entities.CVFlag", b =>
+            modelBuilder.Entity("RealCV.Domain.Entities.CVFlag", b =>
                 {
                     b.Property<Guid>("Id")
                         .ValueGeneratedOnAdd()
@@ -293,7 +293,7 @@ namespace TrueCV.Infrastructure.Data.Migrations
                     b.ToTable("CVFlags");
                 });
 
-            modelBuilder.Entity("TrueCV.Domain.Entities.CompanyCache", b =>
+            modelBuilder.Entity("RealCV.Domain.Entities.CompanyCache", b =>
                 {
                     b.Property<string>("CompanyNumber")
                         .HasMaxLength(32)
@@ -335,7 +335,7 @@ namespace TrueCV.Infrastructure.Data.Migrations
                     b.ToTable("CompanyCache");
                 });
 
-            modelBuilder.Entity("TrueCV.Infrastructure.Identity.ApplicationUser", b =>
+            modelBuilder.Entity("RealCV.Infrastructure.Identity.ApplicationUser", b =>
                 {
                     b.Property<Guid>("Id")
                         .ValueGeneratedOnAdd()
@@ -393,6 +393,9 @@ namespace TrueCV.Infrastructure.Data.Migrations
                         .HasMaxLength(256)
                         .HasColumnType("nvarchar(256)");
 
+                    b.Property<DateTime?>("TermsAcceptedAt")
+                        .HasColumnType("datetime2");
+
                     b.Property<bool>("TwoFactorEnabled")
                         .HasColumnType("bit");
 
@@ -424,7 +427,7 @@ namespace TrueCV.Infrastructure.Data.Migrations
 
             modelBuilder.Entity("Microsoft.AspNetCore.Identity.IdentityUserClaim<System.Guid>", b =>
                 {
-                    b.HasOne("TrueCV.Infrastructure.Identity.ApplicationUser", null)
+                    b.HasOne("RealCV.Infrastructure.Identity.ApplicationUser", null)
                         .WithMany()
                         .HasForeignKey("UserId")
                         .OnDelete(DeleteBehavior.Cascade)
@@ -433,7 +436,7 @@ namespace TrueCV.Infrastructure.Data.Migrations
 
             modelBuilder.Entity("Microsoft.AspNetCore.Identity.IdentityUserLogin<System.Guid>", b =>
                 {
-                    b.HasOne("TrueCV.Infrastructure.Identity.ApplicationUser", null)
+                    b.HasOne("RealCV.Infrastructure.Identity.ApplicationUser", null)
                         .WithMany()
                         .HasForeignKey("UserId")
                         .OnDelete(DeleteBehavior.Cascade)
@@ -448,7 +451,7 @@ namespace TrueCV.Infrastructure.Data.Migrations
                         .OnDelete(DeleteBehavior.Cascade)
                         .IsRequired();
 
-                    b.HasOne("TrueCV.Infrastructure.Identity.ApplicationUser", null)
+                    b.HasOne("RealCV.Infrastructure.Identity.ApplicationUser", null)
                         .WithMany()
                         .HasForeignKey("UserId")
                         .OnDelete(DeleteBehavior.Cascade)
@@ -457,25 +460,25 @@ namespace TrueCV.Infrastructure.Data.Migrations
 
             modelBuilder.Entity("Microsoft.AspNetCore.Identity.IdentityUserToken<System.Guid>", b =>
                 {
-                    b.HasOne("TrueCV.Infrastructure.Identity.ApplicationUser", null)
+                    b.HasOne("RealCV.Infrastructure.Identity.ApplicationUser", null)
                         .WithMany()
                         .HasForeignKey("UserId")
                         .OnDelete(DeleteBehavior.Cascade)
                         .IsRequired();
                 });
 
-            modelBuilder.Entity("TrueCV.Domain.Entities.CVCheck", b =>
+            modelBuilder.Entity("RealCV.Domain.Entities.CVCheck", b =>
                 {
-                    b.HasOne("TrueCV.Infrastructure.Identity.ApplicationUser", null)
+                    b.HasOne("RealCV.Infrastructure.Identity.ApplicationUser", null)
                         .WithMany("CVChecks")
                         .HasForeignKey("UserId")
                         .OnDelete(DeleteBehavior.Cascade)
                         .IsRequired();
                 });
 
-            modelBuilder.Entity("TrueCV.Domain.Entities.CVFlag", b =>
+            modelBuilder.Entity("RealCV.Domain.Entities.CVFlag", b =>
                 {
-                    b.HasOne("TrueCV.Domain.Entities.CVCheck", "CVCheck")
+                    b.HasOne("RealCV.Domain.Entities.CVCheck", "CVCheck")
                         .WithMany("Flags")
                         .HasForeignKey("CVCheckId")
                         .OnDelete(DeleteBehavior.Cascade)
@@ -484,12 +487,12 @@ namespace TrueCV.Infrastructure.Data.Migrations
                     b.Navigation("CVCheck");
                 });
 
-            modelBuilder.Entity("TrueCV.Domain.Entities.CVCheck", b =>
+            modelBuilder.Entity("RealCV.Domain.Entities.CVCheck", b =>
                 {
                     b.Navigation("Flags");
                 });
 
-            modelBuilder.Entity("TrueCV.Infrastructure.Identity.ApplicationUser", b =>
+            modelBuilder.Entity("RealCV.Infrastructure.Identity.ApplicationUser", b =>
                 {
                     b.Navigation("CVChecks");
                 });

src/RealCV.Infrastructure/DependencyInjection.cs

@@ -5,14 +5,15 @@ using Microsoft.Extensions.Configuration;
 using Microsoft.Extensions.DependencyInjection;
 using Polly;
 using Polly.Extensions.Http;
-using TrueCV.Application.Interfaces;
+using RealCV.Application.Interfaces;
-using TrueCV.Infrastructure.Configuration;
+using RealCV.Infrastructure.Clients;
-using TrueCV.Infrastructure.Data;
+using RealCV.Infrastructure.Configuration;
-using TrueCV.Infrastructure.ExternalApis;
+using RealCV.Infrastructure.Data;
-using TrueCV.Infrastructure.Jobs;
+using RealCV.Infrastructure.ExternalApis;
-using TrueCV.Infrastructure.Services;
+using RealCV.Infrastructure.Jobs;
+using RealCV.Infrastructure.Services;
 
-namespace TrueCV.Infrastructure;
+namespace RealCV.Infrastructure;
 
 public static class DependencyInjection
 {
@@ -74,6 +75,13 @@ public static class DependencyInjection
         services.Configure<LocalStorageSettings>(
             configuration.GetSection(LocalStorageSettings.SectionName));
 
+        // Configure options for additional verification APIs
+        services.Configure<FcaOptions>(
+            configuration.GetSection("FcaRegister"));
+
+        services.Configure<GitHubOptions>(
+            configuration.GetSection("GitHub"));
+
         // Configure HttpClient for CompaniesHouseClient with retry policy
         services.AddHttpClient<CompaniesHouseClient>((serviceProvider, client) =>
             {
@@ -88,16 +96,34 @@ public static class DependencyInjection
             })
             .AddPolicyHandler(GetRetryPolicy());
 
+        // Configure HttpClient for FCA Register API
+        services.AddHttpClient<FcaRegisterClient>()
+            .AddPolicyHandler(GetRetryPolicy());
+
+        // Configure HttpClient for GitHub API
+        services.AddHttpClient<GitHubApiClient>()
+            .AddPolicyHandler(GetRetryPolicy());
+
+        // Configure HttpClient for ORCID API
+        services.AddHttpClient<OrcidClient>()
+            .AddPolicyHandler(GetRetryPolicy());
+
         // Register services
         services.AddScoped<ICVParserService, CVParserService>();
         services.AddScoped<ICompanyNameMatcherService, AICompanyNameMatcherService>();
         services.AddScoped<ICompanyVerifierService, CompanyVerifierService>();
         services.AddScoped<IEducationVerifierService, EducationVerifierService>();
         services.AddScoped<ITimelineAnalyserService, TimelineAnalyserService>();
+        services.AddScoped<ITextAnalysisService, TextAnalysisService>();
         services.AddScoped<ICVCheckService, CVCheckService>();
         services.AddScoped<IUserContextService, UserContextService>();
         services.AddScoped<IAuditService, AuditService>();
 
+        // Register additional verification services
+        services.AddScoped<IProfessionalVerifierService, ProfessionalVerifierService>();
+        services.AddScoped<IGitHubVerifierService, GitHubVerifierService>();
+        services.AddScoped<IAcademicVerifierService, AcademicVerifierService>();
+
         // Register file storage - use local storage if configured, otherwise Azure
         var useLocalStorage = configuration.GetValue<bool>("UseLocalStorage");
         if (useLocalStorage)

src/RealCV.Infrastructure/ExternalApis/CompaniesHouseClient.cs

@@ -6,10 +6,10 @@ using System.Text.Json;
 using System.Text.Json.Serialization;
 using Microsoft.Extensions.Logging;
 using Microsoft.Extensions.Options;
-using TrueCV.Application.DTOs;
+using RealCV.Application.DTOs;
-using TrueCV.Infrastructure.Configuration;
+using RealCV.Infrastructure.Configuration;
 
-namespace TrueCV.Infrastructure.ExternalApis;
+namespace RealCV.Infrastructure.ExternalApis;
 
 public sealed class CompaniesHouseClient
 {

src/RealCV.Infrastructure/Helpers/JsonResponseHelper.cs

@@ -1,4 +1,4 @@
-namespace TrueCV.Infrastructure.Helpers;
+namespace RealCV.Infrastructure.Helpers;
 
 /// <summary>
 /// Helper methods for processing AI/LLM JSON responses.

src/RealCV.Infrastructure/Identity/ApplicationUser.cs

@@ -1,8 +1,8 @@
 using Microsoft.AspNetCore.Identity;
-using TrueCV.Domain.Entities;
+using RealCV.Domain.Entities;
-using TrueCV.Domain.Enums;
+using RealCV.Domain.Enums;
 
-namespace TrueCV.Infrastructure.Identity;
+namespace RealCV.Infrastructure.Identity;
 
 public class ApplicationUser : IdentityUser<Guid>
 {
@@ -12,5 +12,7 @@ public class ApplicationUser : IdentityUser<Guid>
 
     public int ChecksUsedThisMonth { get; set; }
 
+    public DateTime? TermsAcceptedAt { get; set; }
+
     public ICollection<CVCheck> CVChecks { get; set; } = new List<CVCheck>();
 }

src/RealCV.Infrastructure/Jobs/ProcessCVCheckJob.cs

@@ -1,14 +1,14 @@
 using System.Text.Json;
 using Microsoft.EntityFrameworkCore;
 using Microsoft.Extensions.Logging;
-using TrueCV.Application.Helpers;
+using RealCV.Application.Helpers;
-using TrueCV.Application.Interfaces;
+using RealCV.Application.Interfaces;
-using TrueCV.Application.Models;
+using RealCV.Application.Models;
-using TrueCV.Domain.Entities;
+using RealCV.Domain.Entities;
-using TrueCV.Domain.Enums;
+using RealCV.Domain.Enums;
-using TrueCV.Infrastructure.Data;
+using RealCV.Infrastructure.Data;
 
-namespace TrueCV.Infrastructure.Jobs;
+namespace RealCV.Infrastructure.Jobs;
 
 public sealed class ProcessCVCheckJob
 {
@@ -18,19 +18,19 @@ public sealed class ProcessCVCheckJob
     private readonly ICompanyVerifierService _companyVerifierService;
     private readonly IEducationVerifierService _educationVerifierService;
     private readonly ITimelineAnalyserService _timelineAnalyserService;
+    private readonly ITextAnalysisService _textAnalysisService;
     private readonly IAuditService _auditService;
     private readonly ILogger<ProcessCVCheckJob> _logger;
 
     private const int BaseScore = 100;
     private const int UnverifiedCompanyPenalty = 10;
     private const int ImplausibleJobTitlePenalty = 15;
-    private const int CompanyVerificationFlagPenalty = 5; // Base penalty for company flags, actual from flag.ScoreImpact
     private const int RapidProgressionPenalty = 10;
     private const int EarlyCareerSeniorRolePenalty = 10;
     private const int GapMonthPenalty = 1;
     private const int MaxGapPenalty = 10;
     private const int OverlapMonthPenalty = 2;
-    private const int DiplomaMillPenalty = 25;
+    private const int UnaccreditedInstitutionPenalty = 25;
     private const int SuspiciousInstitutionPenalty = 15;
     private const int UnverifiedEducationPenalty = 5;
     private const int EducationDatePenalty = 10;
@@ -42,6 +42,7 @@ public sealed class ProcessCVCheckJob
         ICompanyVerifierService companyVerifierService,
         IEducationVerifierService educationVerifierService,
         ITimelineAnalyserService timelineAnalyserService,
+        ITextAnalysisService textAnalysisService,
         IAuditService auditService,
         ILogger<ProcessCVCheckJob> logger)
     {
@@ -51,6 +52,7 @@ public sealed class ProcessCVCheckJob
         _companyVerifierService = companyVerifierService;
         _educationVerifierService = educationVerifierService;
         _timelineAnalyserService = timelineAnalyserService;
+        _textAnalysisService = textAnalysisService;
         _auditService = auditService;
         _logger = logger;
     }
@@ -183,11 +185,11 @@ public sealed class ProcessCVCheckJob
                 cvData.Employment);
 
             _logger.LogDebug(
-                "Education verification for check {CheckId}: {Count} entries verified ({Recognised} recognised, {DiplomaMill} diploma mills)",
+                "Education verification for check {CheckId}: {Count} entries verified ({Recognised} recognised, {Unaccredited} unaccredited)",
                 cvCheckId,
                 educationResults.Count,
                 educationResults.Count(e => e.IsVerified),
-                educationResults.Count(e => e.IsDiplomaMill));
+                educationResults.Count(e => e.IsUnaccredited));
 
             // Step 7: Analyse timeline
             cvCheck.ProcessingStage = "Analysing Timeline";
@@ -199,10 +201,23 @@ public sealed class ProcessCVCheckJob
                 "Timeline analysis for check {CheckId}: {GapCount} gaps, {OverlapCount} overlaps",
                 cvCheckId, timelineAnalysis.Gaps.Count, timelineAnalysis.Overlaps.Count);
 
+            // Step 7b: Analyse text for buzzwords, vague achievements, skills alignment, and metrics
+            cvCheck.ProcessingStage = "Analysing Content";
+            await _dbContext.SaveChangesAsync(cancellationToken);
+
+            var textAnalysis = _textAnalysisService.Analyse(cvData);
+
+            _logger.LogDebug(
+                "Text analysis for check {CheckId}: {BuzzwordCount} buzzwords, {VagueCount} vague statements, {MismatchCount} skill mismatches",
+                cvCheckId,
+                textAnalysis.BuzzwordAnalysis.TotalBuzzwords,
+                textAnalysis.AchievementAnalysis.VagueStatements,
+                textAnalysis.SkillsAlignment.Mismatches.Count);
+
             // Step 8: Calculate veracity score
             cvCheck.ProcessingStage = "Calculating Score";
             await _dbContext.SaveChangesAsync(cancellationToken);
-            var (score, flags) = CalculateVeracityScore(verificationResults, educationResults, timelineAnalysis, cvData);
+            var (score, flags) = CalculateVeracityScore(verificationResults, educationResults, timelineAnalysis, textAnalysis, cvData);
 
             _logger.LogDebug("Calculated veracity score for check {CheckId}: {Score}", cvCheckId, score);
 
@@ -247,6 +262,7 @@ public sealed class ProcessCVCheckJob
                 EmploymentVerifications = verificationResults,
                 EducationVerifications = educationResults,
                 TimelineAnalysis = timelineAnalysis,
+                TextAnalysis = textAnalysis,
                 Flags = flags,
                 GeneratedAt = DateTime.UtcNow
             };
@@ -291,6 +307,7 @@ public sealed class ProcessCVCheckJob
         List<CompanyVerificationResult> verifications,
         List<EducationVerificationResult> educationResults,
         TimelineAnalysisResult timeline,
+        TextAnalysisResult textAnalysis,
         CVData cvData)
     {
         var score = BaseScore;
@@ -389,23 +406,23 @@ public sealed class ProcessCVCheckJob
         AddPLCExperienceFlag(verifications, flags);
         AddVerifiedDirectorFlag(verifications, flags);
 
-        // Penalty for diploma mills (critical)
+        // Penalty for unaccredited institutions (critical)
-        foreach (var edu in educationResults.Where(e => e.IsDiplomaMill))
+        foreach (var edu in educationResults.Where(e => e.IsUnaccredited))
         {
-            score -= DiplomaMillPenalty;
+            score -= UnaccreditedInstitutionPenalty;
 
             flags.Add(new FlagResult
             {
                 Category = FlagCategory.Education.ToString(),
                 Severity = FlagSeverity.Critical.ToString(),
-                Title = "Diploma Mill Detected",
+                Title = "Unaccredited Institution",
-                Description = $"'{edu.ClaimedInstitution}' is a known diploma mill. {edu.VerificationNotes}",
+                Description = $"'{edu.ClaimedInstitution}' is not found in the register of recognised institutions. {edu.VerificationNotes}",
-                ScoreImpact = -DiplomaMillPenalty
+                ScoreImpact = -UnaccreditedInstitutionPenalty
             });
         }
 
         // Penalty for suspicious institutions
-        foreach (var edu in educationResults.Where(e => e.IsSuspicious && !e.IsDiplomaMill))
+        foreach (var edu in educationResults.Where(e => e.IsSuspicious && !e.IsUnaccredited))
         {
             score -= SuspiciousInstitutionPenalty;
 
@@ -413,15 +430,15 @@ public sealed class ProcessCVCheckJob
             {
                 Category = FlagCategory.Education.ToString(),
                 Severity = FlagSeverity.Warning.ToString(),
-                Title = "Suspicious Institution",
+                Title = "Institution Requires Verification",
-                Description = $"'{edu.ClaimedInstitution}' has suspicious characteristics. {edu.VerificationNotes}",
+                Description = $"'{edu.ClaimedInstitution}' has characteristics that warrant additional verification. {edu.VerificationNotes}",
                 ScoreImpact = -SuspiciousInstitutionPenalty
             });
         }
 
-        // Penalty for unverified education (not recognised, but not flagged as fake)
+        // Penalty for unverified education (not recognised, but not flagged as unaccredited)
         // Skip unknown/empty institutions as there's nothing to verify
-        foreach (var edu in educationResults.Where(e => !e.IsVerified && !e.IsDiplomaMill && !e.IsSuspicious && e.Status == "Unknown"
+        foreach (var edu in educationResults.Where(e => !e.IsVerified && !e.IsUnaccredited && !e.IsSuspicious && e.Status == "Unknown"
             && !string.IsNullOrWhiteSpace(e.ClaimedInstitution)
             && !e.ClaimedInstitution.Equals("Unknown Institution", StringComparison.OrdinalIgnoreCase)
             && !e.ClaimedInstitution.Equals("Unknown", StringComparison.OrdinalIgnoreCase)))
@@ -485,6 +502,32 @@ public sealed class ProcessCVCheckJob
             });
         }
 
+        // Process text analysis flags (buzzwords, vague achievements, skills alignment, metrics)
+        foreach (var textFlag in textAnalysis.Flags)
+        {
+            score += textFlag.ScoreImpact; // ScoreImpact is already negative
+
+            flags.Add(new FlagResult
+            {
+                Category = FlagCategory.Plausibility.ToString(),
+                Severity = textFlag.Severity,
+                Title = textFlag.Type switch
+                {
+                    "ExcessiveBuzzwords" => "Excessive Buzzwords",
+                    "HighBuzzwordCount" => "High Buzzword Count",
+                    "VagueAchievements" => "Vague Achievements",
+                    "LackOfQuantification" => "Lack of Quantification",
+                    "SkillsJobMismatch" => "Skills/Job Mismatch",
+                    "UnrealisticMetrics" => "Unrealistic Metrics",
+                    "UnrealisticMetric" => "Unrealistic Metric",
+                    "SuspiciouslyRoundNumbers" => "Suspiciously Round Numbers",
+                    _ => textFlag.Type
+                },
+                Description = textFlag.Message,
+                ScoreImpact = textFlag.ScoreImpact
+            });
+        }
+
         // Deduplicate flags based on Title + Description
         var uniqueFlags = flags
             .GroupBy(f => (f.Title, f.Description))

src/RealCV.Infrastructure/RealCV.Infrastructure.csproj

@@ -1,7 +1,7 @@
 <Project Sdk="Microsoft.NET.Sdk">
 
   <ItemGroup>
-    <ProjectReference Include="..\TrueCV.Application\TrueCV.Application.csproj" />
+    <ProjectReference Include="..\RealCV.Application\RealCV.Application.csproj" />
   </ItemGroup>
 
   <ItemGroup>