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FeatureFactory

Release Analytics

Know what every release shipped - and how it held up

Tie releases to the themes and customers they affect, then measure post-release quality from the same Git data you already produce.

Release-to-theme mapping

Every release automatically links back to the themes, epics, and product plans it delivers, so you can see what a deploy actually shipped, not just its version tag.

Customer impact tracing

Connect each release to the customers and accounts it affects, turning an opaque changelog into a clear answer for who gets what and when.

Post-release quality signals

Track error rates, rollbacks, hotfixes, and change-failure rate for the hours and days after a release lands, not just at merge time.

Deploy frequency and lead time

Measure how often you ship and how long changes take to reach production, wired directly into your DORA baseline.

Release health trends

Compare releases over time to spot regressions in stability, size, and rework before they become a pattern.

Automatic release notes

Generate accurate, theme-grouped release notes and changelogs straight from merged PRs and commits, ready to publish.

Tie every release to the work and customers it affects

Most teams treat a release as a version number and a green checkmark. That hides the two things leaders actually ask about: what did we ship, and who does it change things for. Release analytics closes that gap by linking each deploy back to the themes, product plans, and pull requests it contains, then forward to the customers and accounts it touches.

FeatureFactory builds this mapping automatically from your Git history and planning artifacts. When a release goes out, you get a grouped view of the features it delivers instead of a flat list of commit hashes. Pair that with how planning connects to delivery and every release becomes a traceable line from intent to production.

The payoff is a shared language between engineering and the rest of the company. Product knows which themes landed, support knows which customers are affected, and engineering keeps a clean audit trail from product plan to deploy without writing a single status update.

Measure post-release quality, not just the merge

Quality does not end when a PR merges - it ends when the release survives contact with production. Release analytics tracks what happens in the hours and days after a deploy: error spikes, rollbacks, hotfix commits, and how quickly you recover. That turns change-failure rate and mean time to restore into living numbers you can act on, not quarterly retros.

These signals sit on top of the same data that powers our engineering metrics and cycle time analytics, so release health is never a siloed dashboard. You can trace a failing release back to the PR that introduced it and the theme it belonged to in a couple of clicks.

Over time the trend view is where the value compounds. Comparing releases side by side surfaces the risky patterns - oversized deploys, recurring hotfixes, creeping rework - before they become incidents. Read the manifesto for why we think measuring what you ship is the whole point of a feature factory.

Related tools & solutions

Frequently asked questions

Release analytics is the practice of measuring what each software release delivers and how it performs after it ships. It ties a release to the themes, product plans, and customers it affects, then tracks post-release signals like change-failure rate, rollbacks, and hotfixes so you know whether the release actually improved things.

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

Measure what you ship.

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