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Organization
Meridian Capital Advisors (fictional)
SAMPLE - FICTIONAL ORGANIZATION
Governance Readiness Snapshot: Sample Assessment
This is a sample governance assessment produced using the frameworks published on this site. The organization, agents, and findings are fictional. The gap patterns are not. They reflect the governance conditions observed most consistently across enterprise AI deployments in 2026. Read this as a reference for what governance assessment output looks like - and to identify which findings apply to your environment.
Research Area7 topicsGovernance & Security
Topics in this research area
01→02→03→04→05→06→07→
Accountability & Agents
Who is responsible when an AI agent makes a wrong decision at scale.
Regulatory Compliance
EU AI Act, NIST AI RMF, and sector requirements on Microsoft 365.
Data Protection
Classifying and monitoring sensitive data before AI can reach it.
AI Foundations
Governance architecture before agents proliferate across your environment.
The Microsoft Control Plane
How Microsoft is becoming the control plane for enterprise AI governance.
The Examiner Scenario
What an examiner will ask when your AI governance posture is tested.
Governance Readiness Snapshot
A concise view of whether controls, ownership, and oversight are keeping pace.
SAMPLE - FICTIONAL ORGANIZATION
This is a sample governance assessment produced using the frameworks published on this site. The organization, agents, and findings are fictional. The gap patterns are not. They reflect the governance conditions observed most consistently across enterprise AI deployments in 2026. Read this as a reference for what governance assessment output looks like - and to identify which findings apply to your environment.
Organization profile
Organization profile
Shadow Agent Inventory Discover phase
Agent inventory
Active inventory source
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M365 Admin Center inventory
2 agents
Finding
Shadow agent count: 9 agents exist in the environment that are not in the official approved list. The gap between IT-reported (3) and total discovered (12) is the shadow agent population. This is the Discovery finding. It does not mean these agents are malicious. It means they are ungoverned.
Intent Architecture Stack applied
Agent assessments
Active agent assessment
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Agent 1: Client Communication Drafting Agent
Built in Copilot Studio. Deployed to client-facing relationship managers. Drafts email responses to client inquiries using SharePoint knowledge base content.
Layer 1 - Intent
Documented? No. The agent was deployed without a written purpose statement. When asked, three different team members provided three different descriptions of what the agent is for.
Layer 2 - Containment
Defined? Partially. The agent has access to the full SharePoint environment, not just the knowledge base it was built for. No explicit prohibitions are documented.
Layer 3 - Accountability
Owner named? Yes, in Entra. Owner aware of ownership? Confirmed yes. Owner able to describe agent's authorized scope? No - the owner referenced the original implementation partner for scope details.
Finding
Layer 1 and Layer 2 are incomplete. The agent is in production with access broader than its stated function and without a documented authorization record.
Regulatory exposure
If this agent drafts a client communication that is inaccurate, the SEC's disclosure alignment question - "does the AI output match what you represented to clients" - cannot be answered from existing documentation. The audit log shows what was drafted. No document shows what the agent was authorized to draft.
Governance Readiness Matrix
Governance Readiness Matrix - placement
Active matrix item
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Deployment velocity
High. 12 agents discovered, 280 Copilot users, one agent in active development.
Priority recommendations
Priority recommendations
Active recommendation
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Immediate (this week)
Transfer Agent 3 ownership. The orphaned compliance agent processing sensitive communications is the highest-risk item. Name a new sponsor, document the transfer, and verify the Entra lifecycle workflow is configured correctly going forward.
Closing note
Every finding in this sample reflects a pattern that appears with high frequency in real enterprise environments in 2026. The shadow agent count, the orphaned agent, the over-permissioned compliance tool, the gap between informal documentation and formal governance records - these are not edge cases. They are the baseline.
The question is not whether these patterns exist in your environment. The question is whether you have looked.
Frameworks applied: Intent Architecture Stack, Tenant Agent Reconciliation Framework, Deployment Accountability Map, Governance Readiness Matrix. Published by Sougata Roy. All findings based on fictional scenario. Gap patterns derived from enterprise AI deployment observations, 2025-2026.