I help teams make AI actually stick.
Enterprise AI delivery, multi-agent & MCP systems, and the training that turns pilots into adopted, day-to-day ways of working.
Trusted by teams at SIA Maybank Prudential Manulife Chanel
700+
practitioners trained
2-3x
productivity gains
8+ yrs
enterprise delivery
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Where to go next
A short hub. The detail lives on its own page.
What I do
Enterprise AI deployment, multi-agent & MCP systems, co-delivery and enablement.
See what I do →Speaking & training
Talks and workshops delivered to 700+ practitioners across major enterprises.
View talks →Writing
Ideas on AI, reflections on delivery, and notes from events I attend.
Read the blog →Projects
Open-source tools and selected work, including the Starside Labs initiative.
Browse projects →
writing
Latest from the blog
Why AI pilots stall before production
ai-adoption enablement
Designing MCP systems for real teams
mcp agents
What 700 trained engineers taught me about adoption
enablement ai-adoption
Let's connect.
Always happy to talk AI delivery, swap notes on what's worked, and hear what you're building.
Get in touch