What I Proved Possible
🎯 Real Federal Case Filed
February 23, 2026: I submitted a 100-page debarment referral to the U.S. Department of Housing and Urban Development exposing systematic procurement violations in a $1.3 billion public housing conversion program.
The Target: CEO of El Paso's Housing Authority and the billionaire-backed developer who received contracts without competition.
The Evidence: Non-competitive procurement, material misrepresentation, identity of interest violations—all documented with corporate admissions, public statements, and official filings.
The Tool: Claude AI by Anthropic.
The Traditional Way vs. The AI Way
❌ Law Firm Investigation
- Cost: $150,000 - $300,000
- Time: 6-12 months
- Team: 2-3 attorneys + paralegals
- Accessibility: Only for wealthy clients
- Result: Same quality evidence
✅ AI-Assisted Investigation
- Cost: ~$100 (Claude Pro)
- Time: 3 weeks
- Team: Just me + Claude
- Accessibility: Anyone can do this
- Result: Federal case filed with HUD
That's a 1,000x cost reduction and 10x time reduction.
What AI-Assisted Investigation Makes Possible
📰 For Journalists
Investigative reporting is dying because it's too expensive and time-consuming. AI makes it viable again.
- Analyze thousands of documents in hours
- Identify patterns across complex datasets
- Generate prosecution-quality evidence
- Do the work of a 3-person team alone
⚖️ For Legal Aid & Nonprofits
Level the playing field when fighting well-funded opponents. AI democratizes sophisticated legal work.
- Conduct investigations you couldn't afford
- Analyze regulatory compliance systematically
- Build evidence packages for litigation
- Hold powerful actors accountable
🏛️ For Government Watchdogs
Overwhelmed with tips and complaints? AI lets you process 10x more with the same staff.
- Triage fraud allegations efficiently
- Document violations systematically
- Generate audit-ready reports
- Focus human judgment where it matters
👥 For Citizens & Activists
Suspect corruption in your community? Now you can document it like a professional investigator.
- Turn suspicion into evidence
- Navigate complex regulations
- Build credible public records requests
- Create accountability pressure
Want to Learn the Methodology?
I'm documenting exactly how I did this—the prompts, the workflow, the techniques. Join the newsletter to get the full methodology series, case studies, and training opportunities.
No spam. Unsubscribe anytime. I'll share the exact techniques I used to expose a $1.3B fraud.
The Case Study: El Paso Housing Investigation
The Problem
El Paso converted its entire public housing portfolio ($1.3 billion, 11,000+ units) through a federal RAD program. Something felt wrong about the process.
The Investigation
Using Claude AI, I analyzed:
- Tax credit applications from Texas Department of Housing
- A CEO's TEDx presentation with specific claims
- Corporate press releases and award ceremonies
- Procurement policies and federal regulations
- Property ownership records and vacancy data
What I Found
- No competitive procurement for $1.3 billion in contracts
- Material misrepresentation: CEO claimed "80% AMI" (workforce housing), reality was 60% AMI (low-income)
- Identity of interest violations: Developer hired its 40%-owned subsidiary as contractor
- Vertical integration: All profits stayed in one family of companies
- False cost claims: "$1.3B without taxpayer money" when it was heavily subsidized
The Result
100-page federal debarment referral filed with HUD including:
- Direct admissions from CEO (TEDx quotes with timestamps)
- Corporate admissions from developer
- Official documentary evidence
- Pattern analysis across entire portfolio
- Clear statutory violations with legal citations
What I'm Building
📚 Training & Workshops
Teaching journalists, lawyers, nonprofits, and citizens how to conduct AI-assisted investigations.
- Online Course: "The AI Investigator Masterclass" (Coming Q2 2026)
- Workshops: Half-day, full-day, and 3-day certification programs
- Custom Training: For newsrooms, legal aid orgs, government agencies
🔍 Consulting Services
AI-assisted investigation and compliance auditing for organizations.
- Investigation Consulting: I + Claude analyze your case
- Compliance Auditing: Find violations before investigators do
- Expert Witness: Testimony on AI-assisted investigation methodology
✍️ Content & Resources
Case studies, methodology guides, and tools for investigators.
- Newsletter: Weekly investigations and techniques
- Book: "The AI Investigator" (In progress)
- Templates: FOIA requests, evidence organization, legal briefs
This Is Just the Beginning
If I can expose a $1.3 billion fraud in 3 weeks, imagine what's possible when thousands of journalists, lawyers, and citizens have these tools.
AI doesn't replace investigators. It democratizes sophisticated investigation.
About Luis Ruiz
I'm an investigative journalist at The Borderplex Ledger focused on accountability in public-private partnerships, particularly in affordable housing and economic development.
On February 23, 2026, I filed a federal debarment referral with the U.S. Department of Housing and Urban Development exposing systematic violations in El Paso's $1.3 billion public housing conversion—an investigation made possible by AI.
Now I'm teaching others how to do the same.
