WHAT I DO / 01—03
Better AI, by design.
From the first use case to a governed production system, I bring technical execution and organizational readiness together. You work directly with me throughout.
01 / IMPLEMENTATION
Make the use case real.
I design and implement internal enterprise AI agents and workflows around your teams' actual work. On Azure and Microsoft 365, I evaluate Microsoft Foundry and Copilot Studio against the task, data access needs and operational controls, then build toward a maintainable deployment.
Typical work
- Use-case and architecture discovery
- Internal agent design and prototyping
- Knowledge retrieval and workflow integration
- Identity, access, data boundaries and human review
- Evaluation, testing and production readiness
02 / TRANSFORMATION
Change how work works.
Adoption is a business decision, not a software install. I help you prioritize high-value opportunities, design the operating model and bring stakeholders along so AI investment turns into practical capability.
Typical work
- Opportunity mapping and use-case prioritization
- People, process and data readiness
- Pilot-to-production roadmap
- Adoption, ownership and success measures
03 / GOVERNANCE
Keep the guardrails.
Move with clarity about risk. I help define AI policies, decision rights, risk assessments, oversight and evidence that fit your organization. Where appropriate, I use ISO/IEC 42001 as a reference for an AI management system; advisory work does not grant certification.
Typical work
- AI inventory and risk classification
- Policy, roles and approval workflows
- Data protection and human oversight controls
- ISO/IEC 42001 gap assessment and improvement plan
- Monitoring, review and continuous improvement
A BETTER STARTING POINT