Selected Work

Prototypes That Became
Platforms

Every project started with a real problem. Some I lived, some I observed, all I built or co-founded.

Auctor evidence headline. 120,000,000 real scientific rows from NOAA / NCEI GHCN-Daily across 129,657 weather stations, 20,000 questions asked against a single 38.4 GB local database. Auctor returned the right answer 100%, pointed to the right document 100%, reported the right value 100%. Zero wrong answers.

The Big Claim, in Plain Figures

Real public scientific data, loaded locally, queried twenty thousand times. Then the wrong answers were counted. There were none.

Live

Auctor - Governed AI Memory & Auditable Release

The AI correctness layer for regulated work. Auctor turns any AI deployment into a system that delivers source-bound, policy-compliant, verifiable answers. Every output is checked against approved sources, validated against policy and fully documented before it leaves the system. Built for banks, insurance, government, healthcare and pharma.

Governed AIAI GovernanceRegulated AI
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