Does this preview connect to an Azure tenant?

No. The public preview uses synthetic policy evidence in the browser. A production deployment requires customer-controlled Microsoft Foundry, Azure OpenAI, AI Search, Entra and monitoring resources.

Can the assistant approve a high-risk decision?

No. High-risk and critical outcomes remain pending until an authorized human approver records a decision.

What should production monitoring retain?

Operational telemetry should use correlation identifiers and bounded metrics without storing raw case text, retrieved document content or secrets by default.

Azure enterprise reference capability

Compliance decisions need evidence—not confident text.

Explore how AI Governance Hub maps a fraud-risk and compliance assistant to Microsoft Foundry, Azure OpenAI, permission-aware retrieval, safety controls, evaluation, monitoring and a human approval gate.

Synthetic preview data
Role-separated actions
Citations required
No autonomous approval

Reference preview: this public page does not connect to an Azure tenant or claim a production deployment. Use customer-controlled Azure resources, identities, networking and retention settings before processing real cases.

Control plane

Eight controls in one Azure pattern

01Microsoft EntraAuthenticate users and resolve analyst, reviewer and approver roles.
02Microsoft FoundryManage the agent lifecycle, model connection, evaluations and operational view.
03Azure OpenAIGenerate bounded analysis from the approved system contract and retrieved evidence.
04Foundry IQ / AI SearchRetrieve permission-aware policy evidence with citations and document ACL enforcement.
05Content SafetyScreen user prompts and retrieved documents for direct and indirect prompt attacks.
06EvaluationMeasure groundedness, relevance, citation coverage and decision-policy adherence.
07Azure MonitorTrace latency, tokens, failures, safety events and evaluation drift in Application Insights.
08Human approvalPrevent high-impact outcomes from becoming decisions without an authorized approver.

Interactive synthetic case

Run the controlled workflow

Current Entra role Scenario Synthetic case description

Use synthetic data only. The preview runs locally and does not accept uploads.

Ready for a synthetic case.

Production acceptance gates

What must be true before real enterprise use

Identity and data

Managed identities, least-privilege RBAC, private networking, permission-aware retrieval and customer retention controls are evidenced.

Quality and safety

Domain test sets meet approved groundedness, relevance, safety and false-positive thresholds; red-team results are reviewed.

Operations

Application Insights alerts, incident ownership, rollback, cost budgets and model/version change control are operational.

Accountability

High-impact actions remain blocked until an authorized approver records rationale, evidence, limitations and final disposition.