Evidence for AI agent access decisions
For each production AI agent, see what it can reach, what it has done, who owns it, and what may be affected before access stays, shrinks, or goes.
What supports the decision.
Bring intended behavior, configured access, observed execution, ownership, and impact into one AI agent approval path.
Evidence-backed outcomes
Get Approve, Constrain, Reject, or Unknown from observed metadata, configuration, logs where available, and documented access paths.
Intended, configured, observed
Compare intended behavior, configured access, and observed execution before access stays, expands, or gets removed.
Metadata-only. Content-free.
Analyzes how systems are connected — not what flows through them. No business content. No prompts. No payloads. No ticket bodies. No content inspection.
Not inline. Zero disruption.
Sits outside the execution path entirely. Read-only first. No agents deployed. No changes to source systems. Nothing slows down.
Rehearse before access cuts
See what may be affected before permissions are reduced or removed.
What a finding looks like
Agent access:
Customer support agent
→ service account
→ Microsoft Graph
→ confidential data domain
Ownership: orphaned
Egress: external
Permission drift: 0 baseline
→ 3 roles
Outcome: Constrain access, assign owner review, enrich Sentinel, and open IAM workflow.
One access decision. Not disconnected configs.
Under the hood, analyze service accounts, identities, workflows, automations, systems of record, cloud accounts, SaaS workflows, Microsoft security tools, SOC systems, and agent runtimes.
The vendor mix changes. The question stays the same: should this production AI agent access be approved, constrained, rejected, or marked Unknown?
Evidence your team can use.
Know what the AI agent can reach, which identity is involved, where scope changed, and what may be affected.
Outcome-led. Not alert-led.
Each decision resolves to Approve, Constrain, Reject, or Unknown.
Impact included.
See what may be affected before access is reduced or removed.
Routed into existing workflows.
Route owner review, access reduction, or approval decisions into existing queues.
Deployed in under an hour.
15–20 min
Setup time
Hours
To first findings
Read-only
No agent deployment
Read-only deployment. No changes to your environment. Fits existing IAM and security workflows from day one.