Manage the ads.
Sync Meta. Claude Guard predicts and verdicts. Operators approve from web or Telegram. Talous executes — then grades itself days later.
- Audit cycles every 6 hours · tier classifier · fairness gates
- Two-stage AI cascade — Haiku diagnostician, Sonnet decider
- Outcome snapshots 1d / 3d / 7d / 14d / 30d
- Brand memory consolidates weekly