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Audit trail

Tender: kisumu-school-furniture-2026 · every AI proposal + every human decision, timestamped and attributed.

Every entry below is stamped actor_kind=human or actor_kind=agent. The complete trail is available here and through the structured audit API.

Human decisions (0)

No decisions recorded yet. Visit the tender page to record one.

AI proposals (1)

AI PROPOSAL orchestrator10/15/2026, 2:51:17 PM
{
  "report_id": "3175476b-811c-411c-b70e-3a6accf5e432",
  "bids": 3,
  "criteria": 0,
  "scores": 0,
  "risk_flags": 0,
  "token_cost_cents": "0"
}

AI proposals are stamped agent; decisions require a human principal.