Now
What I'm focused on right now
A now page · last updated September 2026
Building
Operating and extending my live vertical AI products — most actively BuildersBridge (construction), CovioIQ (insurance) and RealtorDesk AI (real estate) — and shipping conversion-focused websites for real businesses in between.
Thinking about
Where vertical AI actually earns its keep versus where a generic tool is enough. Right now that means agent reliability in production, keeping inference costs sane at scale, and the gap between an AI pilot and something a business runs on every day.
Writing
Publishing practical, experience-based essays on building and shipping vertical AI — no hype, real trade-offs. See the latest on Writing and the blog.
Where
Building from Langley, British Columbia, Canada — shipping to customers across North America and beyond.
Open to
Founder advisory, vertical AI product strategy, and select build engagements. If that's you, get in touch.