Illustrative findings across the five areas
1. Data security posture
Validate protection for the pilot data
Illustrative priority: High — before pilot expansion
Evidence: An illustrative configuration review shows sensitive pilot documents without consistent labels, and the team cannot demonstrate that the relevant DLP policy is enforcing its intended restrictions.
Report output: Record the labels and policy settings reviewed, their enforcement state, and the unresolved protection question.
Recommended next step: Confirm the pilot data classification and validate the intended policy behavior before adding more users or connected data.
Suggested owner: M365 / Purview administrator, with the information owner.
Scope limit: Configuration evidence alone does not establish effective blocking. A full policy audit and control testing are outside the Snapshot.
2. Data estate and access reviews
Review broad M365 Group access
Illustrative priority: High — validate access first
Evidence: An illustrative read-only script export flags an M365 Group for review based on its access configuration. The team has not confirmed whether that access matches the intended matter boundary.
Report output: Provide M365 Group risk counts by tier from the supplied CSV, describe the indicator behind the flag, and identify the group that needs owner validation. No tenant counts are invented in this sample.
Recommended next step: Have the group and matter owners confirm intended membership, guest access, and sharing; decide whether a deeper permissions review is needed.
Suggested owner: M365 administrator and group / matter owner.
Scope limit: A script risk tier is a review signal, not proof of unauthorized access. The M365 Group view does not cover every SharePoint site or certify ethical walls.
3. Security monitoring coverage
Confirm usable AI activity evidence
Illustrative priority: Medium — resolve before wider adoption
Evidence: In this fictional scenario, the team can show some AI activity records but has not documented which tools they cover, how long records remain available, or who reviews them.
Report output: List the records demonstrated, stated retention, the monitoring owner, and gaps where evidence was unavailable or coverage remains unverified.
Recommended next step: Confirm required activity visibility and retention for the pilot; assign an owner to validate coverage and escalate gaps.
Suggested owner: Security operations / SIEM owner and the relevant AI administrator.
Scope limit: The Snapshot does not prove every AI interaction is logged, test all alerts, or implement monitoring. Available evidence depends on the tool and configuration.
4. Shadow AI exposure
Reconcile external AI activity with approved tools
Illustrative priority: Medium — investigate the context
Evidence: An illustrative client-provided network export contains connections to an external AI service that does not appear on the organization’s approved-tool list.
Report output: Identify the service domains observed, the period covered, and any usable device or user attribution, with the limitations of the supplied logs.
Recommended next step: Validate whether the activity is expected and approved. Agree on the appropriate approved-tool guidance and any further investigation.
Suggested owner: Security operations and the AI governance owner.
Scope limit: This exhibit is conditional on suitable logs and an agreed review. A domain connection does not prove a prompt was entered or confidential data was shared.
5. Secure Score baseline
Select a relevant security action for review
Illustrative priority: Medium — confirm relevance and ownership
Evidence: In this fictional live review, Microsoft Secure Score lists an identity-related recommendation as incomplete. The team has not confirmed its applicability, current configuration, or owner.
Report output: Capture the score at the time of review and the relevant recommendation, displayed status, available supporting evidence, and reason it matters for the rollout.
Recommended next step: Validate the recommendation against the actual environment and any compensating controls; assign an owner and decide the next action.
Suggested owner: Identity / M365 administrator with the security lead.
Scope limit: Secure Score is a baseline signal, not certification of AI security. The Snapshot does not implement the recommended action or guarantee a score improvement.