Native JSM comparison
AI Clearance vs native Jira Service Management
Native Jira Service Management is enough when you only need request intake, approval routing, and a basic record of the decision.
AI Clearance is for teams that need audit-ready AI access lifecycle evidence after approval: expiry, recertification reviews, duplicate-open-grant blocking, evidence exports, and Okta/Entra configured-group drift checks.
Last updated: 2026-06-10
What native JSM covers well
Native JSM is strong at request intake, request forms, approval steps, approver notifications, workflow transitions, and a basic decision trail. Assets and automation can extend that into a requestable catalog, date-based expiry follow-up, and recurring review work when the admin team designs and maintains the structure.
Where native JSM runs out
The gap appears after approval: duplicate open grants, recertification reviews tied to the original grant, evidence packs with audit metadata, and Okta/Entra reconciliation are not native turnkey capabilities. They can be built, but the maintenance cost becomes part of the control.
Side-by-side comparison
| Capability | Native JSM + Assets + Automation | AI Clearance |
|---|---|---|
| Request intake | Strong. Request types, forms, fields, portals, and queues are native JSM patterns. | Uses JSM intake and keeps AI-specific request metadata tied to the lifecycle record. |
| Approval routing | Strong for workflow approvals and approver fields. | Preserves approval, decision source, policy context, and grant creation in the AI access record. |
| Requestable AI catalog | Possible with Assets or custom fields, but schema upkeep is yours. | Built-in approved AI tool catalog with risk, expiry defaults, guidance, and optional connector binding. |
| Duplicate-request blocking | Possible with custom automation and JQL, but must be designed and maintained. | Blocks approval when a duplicate open grant exists for the same user and tool. |
| Timeboxed grants and expiry | Possible with date fields and automation rules. | Grant duration, expiry labels, expiration jobs, extension limits, and revocation/deprovisioning jobs are product concepts. |
| Recertification reviews | Possible as custom recurring issues, but evidence linkage is manual. | Scheduled recertification checks can create review-before-expiry issues linked to active grants. |
| Evidence export as a pack | Basic issue export is available; a lifecycle pack requires custom design. | Exports request and grant data; Governance Logs include hash-chain integrity metadata such as prevHash and entryHash for export-verifiable audit continuity. |
| Okta/Entra reconciliation | Not native. Requires separate integration or manual checks. | Optional connected mode can add, remove, or drift-check configured-group membership within the configured group boundary. |
When native JSM is enough
- Small team, few AI tools, low audit pressure, and no need to reconcile identity-provider group membership.
- Existing JSM Assets expertise and willingness to maintain a custom schema, automation rules, and export format.
- A short-lived intake workflow where access expires quickly and does not need formal recertification evidence.
When AI Clearance pays for itself
- You need to answer who approved ChatGPT, Copilot, Claude, or another AI tool, when it expires, and whether it was recertified.
- GRC or security reviewers ask for evidence packs, not only tickets.
- Okta or Entra group membership can drift away from the approval record and you need a recorded drift check inside the configured group boundary.
FAQ
Can native JSM plus Assets do this without an app?
Yes, for simple intake and approval. The cost is ongoing schema, automation, reconciliation, and export maintenance.
Does AI Clearance replace JSM approvals?
No. It uses JSM as the request layer and focuses on the lifecycle evidence after approval.
Is AI Clearance an IAM or IGA platform?
No. It is not an IAM/IGA replacement. It records and checks configured-group evidence for AI access grants.
When should we build it ourselves?
Build it yourself if your workflow is small, rarely audited, and your team already owns JSM Assets and automation maintenance.