Trust through history

Model performance

Accuracy and ROI are calculated from settled immutable snapshots — wins and losses remain visible.

Checking ledger…

Production rule

A prediction is timestamped before kickoff and retained in the hash-chained ledger. Settlement attaches the result to that historical snapshot; it does not rewrite the original call.