DataProof combines deterministic checks, model-assisted drafting and human review.
Local groundedness checks inspect identifiers and contradictions, not the full meaning of an answer. Model-assisted drafting uses selected context in the configured AI environment. Agree permitted material and provider access before a run.
Warehouse result guards check returned row counts and column names; database grants and query review remain necessary. Your team reviews deliverables before sharing.
Read a verification failure from our own code, or email Krzysztof.