Notes from the Tracfox team
Building auditable compliance AI agents
From regulation to obligations, controls, evidence, and exam readiness, all traceable.
Regulatory AIDocument processing
A Regulation is not a bag of embeddings
Why Tracfox treats Regulations as structured source and uses Pi to compile them into grounded obligations and control best practices.
Regulatory AIEngineering
Prompt caching is a harness problem
How Tracfox keeps a version-pinned source stable across passes, lowering repeated-input cost and speeding later work when reuse occurs.
AICompliance
Silent success is the failure mode
How Tracfox separates planning, generation and evaluation to expose a missing condition before a plausible obligation moves forward.
About Tracfox
Tracfox agents help compliance teams turn regulations into traceable obligations, control updates and evidence work for SME review.
About Tracfox →The team
Built by people who have shipped regulated financial software and sat on both sides of an examination.
Meet the team →