Product Decisions

Articles on how to document findings after tests and make further product decisions under uncertainty. This category helps teams choose between iteration, retesting, changing the hypothesis, or abandoning an idea.

A product team debating an AI adoption decision with notes, laptops, and a whiteboard sketch of a test plan
Product Decisions

The AI Decision No One Should Skip: Bet, Test, or Wait?

A founder message a colleague forwarded me recently read something like: “Everyone on the leadership team wants an answer by Friday — do we buy the AI thing or not?” The question sounds simple. It isn’t. Buried inside “should we buy AI” are at least three separate decisions: how much money to risk, how fast to move, and how prepared your organization actually is to use what it buys. Treating those as one binary choice — all in or nothing — is how good teams end up either overpaying for tools they outgrow in months or watching competitors pull ahead while they wait for a “clear winner” that may never arrive.

Two product team members review customer interview notes and market signals to judge the founder credibility behind an experiment
Product Decisions

The Evidence You Forgot to Collect: Yourself

When an early product test comes back with a promising number — a waitlist that fills up, a pilot customer who says yes, a demo that gets forwarded around — most teams ask one question: is this signal real? Almost nobody asks the second, equally important question: are we the kind of team that should trust this signal enough to act on it?

A product team reviewing a prototype next to supplier samples and production notes to assess prototype to production readiness
Product Decisions

The Prototype Worked. That’s Not the Question Anymore.

There’s a specific kind of relief that follows a working prototype. The thing functions. People who held it nodded. Maybe a few even asked where they could buy one. After months of doubt, you have proof. And right there, in that moment of relief, sits one of the most expensive traps an early-stage founder can walk into: mistaking “it works” for “we’re ready.”

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