They are adopting AI agents but still need accountable case handling.
Help ops teams govern what AI agents do in production workflows.
AgentOps Case Control Room is for operations, platform, release, and automation teams that need more than an AI chat transcript. It turns human, AI-agent, UiPath robot, API, and approval work into one auditable case with evidence IDs and human gates before risky action.
Teams cannot approve production work without evidence, risk, and decision history.
UiPath-style robots collect evidence, while policy gates block risky execution.
Humans can approve, reject, or resume from event IDs instead of memory.
A human opened a release-risk exception for a payment service.
The AI agent, robot, and API steps each cite stable event IDs.
The production deploy attempt is blocked before execution.
The service owner rejects the release and the handoff remains resumable.
Maestro Case Flow
Intake
Human
- evt-0001 Human opened an AI-agent operations case after a release bot proposed a production change.
Agent Investigation
AI Agent
- evt-0002 Agent created a read-only investigation plan with explicit approval gates before any production action.
- evt-0005 Agent found a failing retry regression test that was not mentioned in the change ticket.
Robot/API Evidence Collection
UiPath Robot + APIs
- evt-0003 Robot gathered the change ticket, linked pull request, deployment window, and service owner.
- evt-0004 API confirmed the pull request touches payment retry behavior and has one approving review.
- evt-0009 Robot requested service-owner signoff and attached the failed test evidence.
Risk Review
Control Plane
- evt-0006 Case risk escalated because the proposed release affects payments and has failing verification.
- evt-0007 Attempted production deployment was blocked by policy before execution.
Human Approval
Action Center
- evt-0007 Attempted production deployment was blocked by policy before execution.
- evt-0008 Human requested more evidence instead of approving the production deployment.
- evt-0010 Service owner rejected the release until the retry regression is fixed.
Handoff
Recorder
- evt-0011 Generated a case handoff report with cited evidence IDs and final rejection decision.
Human Approval Queue
| Event | Phase | Risk | Decision | Reason |
|---|---|---|---|---|
| evt-0007 | execution | critical | blocked_by_policy | Attempted production deployment was blocked by policy before execution. |
| evt-0008 | approval | medium | needs_more_evidence | Human requested more evidence instead of approving the production deployment. |
| evt-0010 | approval | low | rejected | Service owner rejected the release until the retry regression is fixed. |
Final Handoff
The release is rejected until the retry regression is fixed. The case remains useful after the AI conversation ends because every decision points back to a stable evidence event ID.
Run The Case Review
These controls operate on the live case packet below. They show how a reviewer filters AI, robot, approval, and blocked production events before accepting the handoff.