Advisory before the platforms.
I help organizations navigate technological change by combining strategic thinking with hands-on engineering.
Before ServiceNow comes the strategy. Before Vanta comes the requirements. Before AI agents comes the architecture. Before the procurement comes the analysis.
I work at the stage where the important decisions are actually made: before the platform is chosen, before the contract is signed, before the organization commits. I have worked through every major technology shift in IT since the late 1980s — and since 2020 my focus has been generative AI, not just advising on it but building products with it.
What I'm exploring right now
- AI-assisted software development
- Software semantics — C2CS
- Digital governance and the AI Act
- Multi-model AI workflows
- Identity and AI