Expertise
Three decades of practical experience across technology, business, and leadership. Production systems, not prototypes. Value, not hours.
Transform how your senior developers work with AI. Not theoretical lectures — hands-on sessions using your actual codebase, solving your real problems.
“This would have taken me two weeks to build.”
— Workshop participant after 3-hour session
Strategic guidance for organizations navigating technological transformation. Understanding both the technical possibilities and business realities.
“87% of AI pilots fail to reach production. We focus on the 13% that ship.”
From problem definition to production system. Understanding the entire chain is essential — technology, business value, and sustainable operations.
“Problem → Solution → Delivery → Payment. Never just one piece.”
Technical foundation
Approach
Prototypes impress in meetings. Production systems deliver value. Every engagement aims for real deployment.
Time-based billing incentivizes inefficiency. Value-based engagement aligns our interests.
Every workshop uses real code. Every training solves actual problems. Learning by doing, not by watching.
I'll tell you what AI can't do. What won't work in your context. Honest assessment beats false promises.
Three decades of practical experience across technology, business, and leadership. Production systems, not prototypes. Value, not hours.