The problem
When a regulated decision is challenged months later, there is rarely a record of which model version ran, on what input, and what it actually returned.
01
What is anchored
Each model output in the workflow, with its model version and inputs.
02
When it is revealed
Anchored per inference; revealed for audit or incident review.
03
Who checks it
Internal audit, regulators and incident reviewers.
The cycle is identical
Canonicalise the artifact, hash it with a secret nonce, anchor the fingerprint, then reveal inside the window. Only the schema and the window change from one application to the next.
See the five steps →Evaluating this for your organisation?
The whitepaper specifies the canonicalisation, the hash construction and the contract surface in full.