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FeatureFactory
Free tool

Feature Outcome Scorecard

Did the feature actually move the metric? Score baseline vs. target vs. reality - and weigh the result against the effort it took.

Shipped features

Editable estimates. Verdict = hit target (win) · ≥50% of intended movement (partial) · else miss.

Delta: +9 Change: +32.1% Goal captured: 75%Partial
Delta: -550 Change: -30.6% Goal captured: 91.7%Partial
Delta: +30 Change: +14.3% Goal captured: 33.3%Miss

Outcome summary

Wins
0
Partial
2
Misses
1
Avg goal captured
66.7%
38 person-days total
Win

The actual value reached or beat the target you committed to. The hypothesis held - now protect the gain.

Partial

You captured at least half of the intended movement but fell short of target. Worth a follow-up, not a victory lap.

Miss

The metric barely moved - or moved the wrong way. The feature shipped; the outcome did not. Time to learn why.

Close the loop: did it actually move the metric?

Most teams celebrate the merge. The Feature Outcome Scorecard celebrates the result. Every feature is a bet that some metric will move - activation, latency, retention, revenue. This tool records the number before you shipped, the target you committed to, and the number afterward, then reports the delta, the percent change, and an honest win / partial / miss verdict weighed against the effort you spent.

That closed loop is the whole idea behind FeatureFactory. Work starts as a hypothesis in Plan, gets built with a target attached in Build, and is judged by what the metric actually did in Measure. A scorecard full of unverified wins is just a to-do list with confidence.

Pair this with the rest of your delivery toolkit: pick the right bets with the RICE score calculator, and understand the flow that gets features out the door with our cycle time explainer. Prioritization tells you what to build; the scorecard tells you whether it was worth it.

Frequently asked questions

It answers the only question that matters after you ship: did the metric actually move? For each feature you record the metric it was meant to change, its baseline, the target you committed to, the actual value after release, and the effort in person-days. The tool computes the delta, the percent change, whether you hit target, and an outcome-vs-effort verdict of win, partial or miss.

Ship features that move the number

FeatureFactory is the feature factory that measures what it ships - plan the bet, build it with a target attached, and let the scorecard fill itself in from real outcomes instead of optimism.

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