INDEBASE EXPLAINER
Independent AI outcome verification
AI systems can report that work is complete even when the intended real-world result did not occur. Independent AI outcome verification addresses that failure mode by separating the actor that performs the work from the mechanism that judges whether the outcome happened.
Within IndeBase, IndeProof is the independent outcome-verification and assurance layer. It evaluates a defined outcome claim against an authoritative proof source and records an evidence-backed verdict instead of accepting the AI operator's self-report as sufficient proof.
Verify the outcome, not the intermediate signal
A successful API response, submitted form, sent message, or completed tool call can be an intermediate signal rather than the actual business outcome. Verification should define the real result in advance and check the system of record or other independent proof source that can establish whether that result occurred.
Outcome contracts
IndeProof uses the logic of an outcome contract: when a triggering signal occurs, verify that the real outcome appears in the independent proof source within the defined time window. If the evidence does not support success, the result remains failed, uncertain, or excluded according to the contract rather than being promoted to completion.
Why separation matters
Production and verification have different jobs. The operator should pursue the outcome. The verifier should evaluate the evidence against the acceptance rule. Separating those roles reduces self-certification and creates a stronger audit trail for remediation and final acceptance.
Related: AI agent operational control and AI agent governance.