Insights

Notes from real AI product work.

Practical writing on AI product strategy, prototyping, agentic AI and automation — drawn from engagements, not theory.

Coming soon

The first articles are in progress. In the meantime, here's what's on the writing list — and if any of these questions is urgent for your team, let's talk about it directly.

  • AI Product Strategy

    Where should AI live in your B2B SaaS product?

    A framework for finding the AI opportunities that create measurable value — and saying no to the rest.

  • Validation

    From prototype to pilot: validating an AI product before you scale

    How to design pilots that produce evidence, not demos.

  • Agentic AI

    Agentic workflows that survive production

    Human-in-the-loop design, tool calling and the guardrails real deployments need.

  • AI Automation

    Choosing your first AI automation workflow

    Document intelligence, support, sales, finance — where automation pays back fastest.

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