AI Readiness
I make organizations safe to adopt AI: Copilot data readiness, AI governance, and security for the new layer of AI agents, using Agent 365, Defender, Entra, and Purview.
Problems I help solve
What I deliver
Copilot Readiness
Data governance and oversharing remediation before rollout.
- What I deliver
- A Copilot readiness assessment across identity and data, with oversharing remediation before rollout.
- Business outcome
- Delivered Copilot security enablement for two large tenants with zero data boundary violations.
- Microsoft 365 Copilot
- Purview
AI Agent Security
Governance for AI agents with Agent 365.
- What I deliver
- An AI agent governance model with Agent 365, treating agents as a managed security layer.
- Business outcome
- AI agents managed as a distinct security layer, not treated as ordinary apps.
- Agent 365
- Defender
- Entra
Data Controls in AI Workflows
Purview controls on prompts and grounding.
- What I deliver
- Purview controls applied to AI prompts and grounding sources across Copilot workflows.
- Business outcome
- Sensitive data blocked from AI prompts and web grounding.
- Purview
- Microsoft 365 Copilot
AI Governance Frameworks
Safe adoption policy and guardrails.
- What I deliver
- An AI acceptable use policy, oversight model, and guardrails spanning Purview, Entra, and Microsoft Foundry.
- Business outcome
- AI adoption that is auditable and enterprise-ready.
- Purview
- Entra
- Microsoft Foundry
Outcomes
Two large-tenant Copilot enablements with zero data boundary violations
AI readiness frameworks built for regulated environments
Technology stack
- Microsoft 365 Copilot
- Agent 365
- Microsoft Foundry
- Microsoft Purview
- Microsoft Entra ID
- Microsoft Defender
Typical deliverables
- Copilot readiness assessment
- AI agent security and governance model
- Purview controls for AI prompts and grounding
- AI governance and acceptable use framework
Reference architecture
Governed by
- Entra identityAccess boundaries
- Purview controlsPrompts and grounding
- Agent 365AI agent governance
Related case studies
Consolidating a fragmented Azure estate
A Gulf-region financial services group
Azure had grown across disconnected subscriptions. I designed a landing zone and migration path that brought the whole estate under one governable model.
One governable cloud estate, built on a proper landing zone
Azure PolicyAn identity-first Zero Trust uplift
A European professional services firm
Zero Trust was the goal, with no clear starting point. I led with identity and built a Conditional Access and privileged access model that cut standing risk.
Less standing access, and access decisions that are auditable
Conditional AccessLet me turn complexity into a system you can run.
Securing a Microsoft environment, planning a migration, or getting ready for Copilot. I help you make the call with clarity, then build it to last.