Workspace/Operate/AI Approval

AI Approval

Operate · AI Governance

AI Approval Desk

Governed AI/MCP tool approvals with risk classification, payload preview, and full audit context. Server-mediated - never direct browser execution.

Pending Approvals
12
Approved Today
41
Rejected
5
Median Review
2m 14s

Approval Queue

Server-mediated tool approvals. Each item is a guarded action submitted by an agent.

Governed
Create production database index REQ-2103db.create_index · Blocks checkout latency remediation. Index on payments.lookup_hash.OP ops-resolver · 2 min agoHigh risk
Send renewal summary to account owner REQ-2104email.send_draft · Account: Kalinga Retail. Human review required before send.RE renewals-bot · 8 min agoMedium
Refresh analytics cache REQ-2105cache.refresh · Read-only operational maintenance. Auto-eligible at low risk.SC scheduler · 14 min agoLow risk
Provision sandbox workspace REQ-2106workspace.create · Customer: Apex Learning - evaluation tier.OP ops-resolver · 22 min agoLow risk

Tool Payload Preview

Reviewing REQ-2103 - db.create_index

High risk
AgentOP ops-resolver
Workspacecheckout-prod
ReversibleYes
ReasonReduce checkout p95 latency from 1.8s to ~340ms
{
  "tool": "db.create_index",
  "workspace": "checkout-prod",
  "target": "payments.payments",
  "column": "lookup_hash",
  "risk": "high",
  "requires_approval": true,
  "reason": "Reduce checkout p95 latency",
  "reversible": true
}

Policy checks

Tool is in registered allowlist.
Workspace scope matches agent scope.
Risk class within auto-approval threshold.

Audit Trail

Every action remains attributable and reviewable, end-to-end.

Finance cache refresh approved by Ops Lead.AL by Ada Lovelace · Low
Email send draft rejected pending legal review.GH by Grace Hopper · Medium
Production index request escalated to database owner.SY by system · High
Sandbox provision auto-approved (policy match).PO by policy · Low
Bulk webhook retry pre-flight passed checks.HL by Hedy Lamarr · Low