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FeatureFactory

Plan

Prompt to product plan, in minutes

Turn a rough prompt into a structured product plan with testable acceptance criteria your coding agents can build against.

Rough prompt in

Paste a one-line idea, a Slack thread, or a half-formed ticket - no blank page, no product plan template to fill by hand.

Acceptance criteria out

Every requirement lands with Given/When/Then criteria a coding agent can implement and a reviewer can actually verify.

Scope you can defend

Non-goals, edge cases, and dependencies are made explicit so scope creep gets caught in the doc, not in the pull request.

Gaps flagged, not guessed

Anything the prompt does not specify becomes an open question instead of a fabricated decision you discover mid-build.

Agent-ready structure

Output is written for coding agents - explicit constraints and done conditions instead of prose an LLM has to reverse-engineer.

Outcome attached

Each product plan names the metric it should move, so the feature is measurable the moment it merges rather than audited months later.

From a rough prompt to a structured product plan in minutes

Most features start as a sentence - "let users export their dashboard as CSV" - and then stall for a day while someone hand-writes a doc around it. That gap is where scope drifts, edge cases go missing, and agents get vague instructions they have to guess at.

FeatureFactory collapses the gap. You paste the rough prompt and get back a real product plan: a scoped problem statement, explicit non-goals, dependencies, and Given/When/Then acceptance criteria for every requirement. What your prompt did not answer comes back as flagged open questions, not invented decisions. Read how the planning stage fits together on the plan product page.

The output is deliberately shaped for coding agents. Explicit constraints and done conditions mean an agent builds the thing you meant, and a reviewer can check it against the criteria instead of re-reading the whole diff. See the full flow on the how it works page.

A product plan that stays honest through build and measure

A product plan is only useful if it survives contact with the codebase. FeatureFactory attaches a target metric to the doc at generation time, so the feature is measurable the moment it merges - not audited months later when nobody remembers the intent.

That closes the loop: the prompt becomes a product plan, the product plan drives the build, and the shipped feature is checked back against the outcome it promised. When something misses, you can trace it to a criterion, not a hunch, and measure AI-generated code against the requirements it was supposed to satisfy.

If you want to see it end to end before committing, take the product tour or read the manifesto for why we build this way.

Related tools & solutions

Frequently asked questions

It means turning a rough natural-language prompt - an idea, a ticket, a customer complaint - into a structured product requirements document with scope, non-goals, acceptance criteria, and a target metric. FeatureFactory does this in minutes so you skip the blank-page phase and go straight to reviewable requirements. See our guide on writing a product plan.

From our design partners

“We finally have one number for whether the AI-written PRs are actually good. It changed how we staff reviews.”
SStaff EngineerSeries B fintech
“Plan from real signal, ship with agents, then see if the metric moved. That loop is the whole point.”
EEng ManagerDeveloper tools
“The measurement is transparent and the code is ours. That was the dealbreaker with the enterprise options.”
VVP EngineeringHealthcare SaaS

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