AI for product teams and business owners

AI accelerates, but moving fast is not the same as moving forward.

If you're not sure if it's working, it probably isn't. Measure and prove progress. Don't guess.

What I Do

Two distinct ways to work together

You Don't Know What's Going On, but You Want It!

For Businesses: Practical AI & Automating Everyday Work

Automating how you work is no longer reserved for companies with engineering departments or six-figure agency budgets. AI puts focused, purpose-built tools within your reach. I can teach you how to use AI to build software for yourself, or I can do it for you. Either way, once you see what's possible, you'll look at inefficiencies and irritations in your daily life with fresh eyes.

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You Thought You Knew What Was Going On, but Now You're Not Sure.

For Professional Software Teams: AI-First Software Product Development

AI is an amplifier. Its leverage exposes your product development and delivery ecosystem for what it is. If you're not getting the results you expect, it's most likely due to some combination of weak S/PDLC fundamentals, trying to force a fundamentally new way of working into an old shape, and/or simply not knowing how to test and measure value.

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