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Product teams are drowning in feature requests, stakeholder pressure, and gut-feel decisions. The cost isn't just wasted sprints — it's compounding technical debt and a product that drifts further from what customers actually need.
Engineering sprints spent on features users never asked for.
Opinions win over evidence in roadmap meetings.
No consistent framework to evaluate build vs. buy vs. skip.
Post-mortems reveal the signals were there all along.
Describe the feature in plain language. Paste a customer ticket, a Slack message, or a one-liner. No templates required.
Our engine evaluates strategic alignment, market demand, technical cost, and opportunity cost — in seconds.
Build, Review, or Reject — with a scored breakdown your team can align on before a single line of code is written.
Feature submitted
"Personalize the new user checklist using ML signals from similar accounts to surface the most relevant actions first."
Verdict
High demand, strong fit. Prioritize for Q3.
Score breakdown
83AI rationale
This feature scores highly on customer demand and strategic alignment. 7 enterprise accounts have requested variants of personalized onboarding in the last 90 days. Technical cost is moderate. Recommend scoping an MVP before full ML integration.
Build
Clear signal, high value. Ship it.
Review
Mixed signals. Needs more evidence.
Reject
Low fit or demand. Protect the roadmap.