Every result records where it came from and who approved it, so the decision is defensible later.
Months later, in a claim or a dispute, "the system said so" is worthless. What holds up is a documented chain: the evidence, the basis, and the approval.
Every council result is written to an evidence ledger with its source, its confidence, the conflicts detected and the person who approved it.
This is what turns an AI answer into defensible project evidence, connected to your contracts and claims.
