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Govern And Operate

Audit, monitoring and run history

Read agent and workflow evidence, understand dashboard limits, investigate failures, and measure your own service outcomes.

Operators and auditors3 min readReviewed 2026-10-11
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What evidence you should inspect

Run evidence helps answer who requested a task, which company/agent handled it, which tools were attempted, what failed, what required review and what outcome was reported. Use Audit Log, Observability, agent history and workflow run detail according to your role. The separate administrator run timeline and workload view is opt-in and has a bounded time window; it is not an exhaustive audit stream.

Illustrative audit workspace

This screenshot illustrates an existing product view. It is not evidence of your tenant's current activity or a measured delivery guarantee.

Investigate a task end to end

  1. Find the run/case reference and timestamp.
  2. Confirm the tenant/company context and initiating identity.
  3. Inspect the agent and prompt/model version where recorded.
  4. Read tool outcomes and safe failure/refusal reasons.
  5. Verify citations, provider timestamps and missing evidence.
  6. Inspect approval or case-decision authority separately.
  7. Check the system-of-record outcome for any external action.

Do not infer that an absent event means no action occurred. Confirm the view's scope and whether the event writer for that path is implemented.

Understand screen limits

Dashboard Recent Activity and Observatory read audit history. Observatory polls the newest 20 rows every five seconds and labels that scope. This is not an exhaustive live stream or a full-day activity total. An internal resilient feed exists in the repository. Its only writer is the conversation supervisor console (off by default behind AGENTICORG_CONVERSATION_V2_ENABLED), which announces conversation changes, never message text, for the Conversations screen; no other operational event is published to it, so do not represent it as universal real-time monitoring.

In a tenant that keeps spend rate cards, commitments, invoices, reconciliations or spend jobs, the Audit Log hides those audit rows from every reader who is not a human administrator or auditor, including domain roles and machine credentials, even after spend intelligence is turned off. This is AGENTICORG_SPEND_AUDIT_COMMERCIAL_FILTER, on by default; false shows them to every reader as before. Where the deployment turns on the tamper-evident audit chain (AGENTICORG_AUDIT_CHAIN_ENABLED, off by default), audit rows are linked into a hash chain, and a reader with audit access can read the chain status and verify the links through GET /api/v1/audit/chain and GET /api/v1/audit/chain/verify.

For governed cases, inspect transitions, memo citations, policy inputs/version, analyst reviews, decision-grant evidence and signed handoff delivery history. The case record can retain stronger lineage than a general activity summary.

Establish operational measures

Choose metrics tied to your task: successful and refused runs, correct answers, missing-source rate, approval age, connector error/latency, OCR review rate, workflow retries and actual downstream outcomes. Record the time window, sample size and workload. Do not turn a sample result into a platform-wide accuracy claim.

Incident workflow

Stop the affected external-action schedule or agent path through supported controls. Preserve safe references, isolate the provider/configuration issue, and ask the accountable operator to investigate. Never paste secrets or full customer records into ordinary issue reports.

Check Service Status and your own deployment health separately. A public service status page cannot certify the health of every tenant connector or self-hosted bank environment.

Next: Run observability, Guardrails, Troubleshooting, Security and data, Evaluation.

Implementation references

This guide is checked against repository sources. Enabled features and deployed versions may differ by environment.