A free prioritisation matrix for AI features. Score each idea on user value, strength of evidence, cost to serve and how hard it is to evaluate, and see which features are worth shipping, which need a spike first, and which quietly destroy your margin. Built for teams bolting AI onto an existing product who need a defensible way to say no.
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Maker
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Hi Product Hunt, Andrew here.
Every roadmap I look at right now has a long list of AI features and no honest way to rank them. Normal prioritisation frameworks miss the two things that decide whether an AI feature survives contact with production: cost to serve, and whether you can actually evaluate the output.
So I built a free matrix that scores each idea on user value, evidence, cost to serve and eval difficulty. It shows you what to ship, what needs a spike first, and what will quietly eat your margin.
Free, no sign-up. Interested to hear which of your AI features it kills.