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I work with organizations building AI systems at production scale — either as an embedded architect or as an outside advisor. The right conversation starts with a real problem.

Strategy & Advisory

90-minute architecture engagement for organizations ready to move from exploration to execution. AI maturity assessment, agentic system design, failure-mode architecture, evaluation pipeline design. Limited availability. Engagement terms discussed on inquiry.

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Leadership Opportunities

I’m selectively exploring AI architecture leadership roles at organizations with the budget and organizational will to operate at L4–L5 maturity — not theorize about it. If you’re building an AI practice, scaling an agent program, or transforming an engineering organization, I’d like to hear about it.

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Speaking & Conferences

Keynotes, panels, and workshops on autonomous systems, AI transformation, and the architecture disciplines that separate production AI from pilot AI.

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Who reaches out

CTO or VP Engineering building an AI practice from pilot to production
Head of AI scaling an agent program beyond the first use case
AI Practice Partner at a consulting or professional services firm
Hiring leader who needs an architect with both Fortune 500 delivery credibility and hands-on autonomous agent architecture experience
Conference organizer looking for a speaker who builds in production, not just presents about it

What I don’t engage on

Exploration-stage projects without committed budget
Staff augmentation or body-shop placements
Roles below the principal/director architect tier
Organizations that want to talk about AI transformation but aren’t ready to fund it