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Seek the Truth, The HOLE Truth Public Records by AI

Are you looking for more than a boilerplate language generator to help you request public records? Meet HOLE AI

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Public records filing system

01
What is the HOLE Truth Project?

The HOLE Truth Project represents the public-facing efforts of the HOLE Foundation, which stands for Honest Oversight & Legal Ethics, a 501(c)(3) organization dedicated to illuminating the gaps where democracy falters. We know what you might think first, and that's by design—government secrecy often harms everyday people.

Founded by Dr. Joseph T. Herrmann, M.D., the HOLE Foundation was established to democratize government accountability through artificial intelligence. We build and freely distribute AI-powered tools that transform every citizen into an effective government watchdog, eliminating barriers that have historically restricted transparency work to credentialed professionals and well-funded organizations.

Our core belief is simple: If you're a citizen, you're qualified. No credentials required, no gatekeeping tolerated. Every tool is free and open source, with success measured by citizen empowerment.

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02
Transparency Map

The Transparency Map is an interactive visualization of all 50 states and federal transparency laws. With 51 different laws governing public records across the United States, navigating this maze can be daunting. Our map provides:

  • One-click access to your jurisdiction's rules
  • Interactive visualization of all 50 states + federal laws
  • AI assistant trained on state-specific statutes
  • Real-time updates as laws change

Just click on your state to see what information you're entitled to and how to get it.

Explore the Map

Interactive US Map

Click to explore 51 jurisdictions

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03 Transparency Wiki

There are fifty-one separate laws governing public records in the United States, one for each state and Federal Records. The Transparency Wiki provides detailed information about:

  • Who can request records in your jurisdiction
  • What types of records are available
  • How long agencies have to respond
  • What appeals process is available
  • Common exemptions and how to challenge them

Our wiki is constantly updated with new legal developments, case law, and practical tips from successful requesters.

Explore the Wiki

04 Transparency AI

Transparency AI is our production-grade FOIA drafting agent powered by a comprehensive legal database running on dedicated infrastructure. This system combines:

  • Weaviate vector database with 2,857 statute chunks
  • PostgreSQL with 54 US jurisdictions and detailed rules
  • LangChain agent orchestration with 4 specialized tools
  • Claude Sonnet 4.5 for professional letter drafting
  • Full observability with LangSmith and New Relic

Deployed on DigitalOcean for maximum performance and control. This is our most advanced system for generating legally sound, professional-quality FOIA requests.

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