Evidence & Governance
The AI explains traceable evidence from the Python analytics control plane; it does not make picks.
A model remains withheld unless its inputs, time boundaries, calibration, and risk checks are verified. Missing evidence is not a signal.
Control-plane state
Loading
Data freshness
No verified signal
Model health
No verified signal
Risk & release gate
No verified signal
Evidence ledger
Only records with a source, timestamp, and provenance identifier are shown here.