Bid Engine
Layer 11. Human-in-control operationalisation

Validation and ethics checks

Layer 11 · Pursuit and Win Bank

Source, claim and bias checks run before any answer leaves the engine.

What it holds

  • Source check. Every factual claim traced to a record.
  • Claim check. No capability asserted without signed evidence.
  • Bias and fairness check on language and on any model-assisted scoring.

Used for

Clearing a response for submission with a defensible audit trail.

Feeds

The audit ledger and Layer 12 layer audit.

Sources. Governance standard · Validation run records

Also in this layer

2 products
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