UC-067
Agent Action & Reasoning Ledger
Logs what each agent did, why and when, together with the human approval or denial, in an immutable record open to examiners.
14-20Build Duration
1-9xIndicative ROI
The Challenge
Regulated institutions must demonstrate human control over AI. Most deployments lack a defensible record of agent decisions and approvals, so evidence is assembled retrospectively.
How It Works
- Logs every agent and human action with timestamp and actor.
- Records the reasoning and the source evidence behind each action.
- Makes the log immutable and available to examiners on demand.
What It Removes
- Agent decisions reconstructed after the fact
- Approvals recorded nowhere an examiner can see
- Agent actions with no traceable reasoning
Input Data RequirementsAgent action events, human approve and deny decisions, source evidence references
Output FormatImmutable audit log of actions, reasoning and approvals, available to examiners
“When someone asks who approved this and on what basis, the answer is already in the log.”