Talent is Still the Key to Finding Product-Market Fit in Canada’s AI Ecosystem
What the changing shape of Canada’s AI ecosystem tells us about talent, company growth and finding a market.
5 min read
Early work / 2002–2007
My early work at Logiweb connected software products to real operational needs. It laid the foundation for the companies and product organizations I would help build later.

Working in product and commercial roles taught me to start with the people doing the work: their constraints, their decisions and the value a useful product could create. That has remained a constant as the underlying technology has changed.
Connected thinking
What the changing shape of Canada’s AI ecosystem tells us about talent, company growth and finding a market.
5 min read
Five findings from the 2020 research on the people, skills and geography behind the global AI ecosystem.
9 min read
A framework for connecting human intent, system autonomy, responsibility and governance.
12 min read