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FeatureFactory

Software Engineering Intelligence

Software Engineering Intelligence, built for the AI era

Plan, build and measure in one loop - with metrics that know the difference between AI-generated and human-authored code.

One plan-build-measure loop

Connect the requirements you write, the code your team and agents ship, and the outcomes you measure inside a single feedback loop instead of three disconnected tools.

DORA and flow, computed for you

Deployment frequency, lead time, change failure rate, time to restore and cycle time are derived directly from your Git and CI data, with every formula shown.

AI-aware from the start

Attribute changes to AI-generated versus human-authored work so your intelligence layer reflects how software is actually built in 2026, not 2018.

Outcomes, not activity

Tie engineering signals back to the features and business goals they were meant to move, so you measure what shipped mattered - not raw commit counts.

Trust by design

Team- and system-level reporting only, no individual stack ranking and no developer surveillance, so engineers trust the numbers instead of gaming them.

Reads your existing stack

Pulls from the version control, CI/CD and issue systems you already run - no keystroke agents on developer machines and no rip-and-replace migration.

Software Engineering Intelligence for the AI era

Software Engineering Intelligence used to mean pointing a dashboard at your Git history and hoping the charts told a story. That model breaks the moment coding agents write a meaningful share of your pull requests. When you cannot tell AI-generated work from human work, throughput goes up, review load shifts, and your metrics quietly stop meaning what they used to.

FeatureFactory is an SEI platform designed for that reality. It computes the engineering metrics you already rely on - DORA, cycle time and flow - while attributing every change to its true author, human or agent. The result is intelligence that reflects how software is actually built today, not a snapshot of how teams worked before agents arrived.

Because everything is derived from your existing version control and CI systems, there is nothing to install on developer machines and nothing to trust on faith. Each number shows its formula and source.

Plan, build and measure in one loop

Most intelligence platforms only measure. They tell you cycle time crept up but not which requirements, which reviews or which agent output caused it. That gap is where insight goes to die - you get a number without a lever to pull.

FeatureFactory closes the loop. Planning turns intent into clear requirements and acceptance criteria, building ships the work with human and AI contributors, and measurement feeds outcomes straight back to the features that produced them. See the full flow on the product tour or read how it works.

The payoff is that intelligence becomes actionable. When a metric moves, you can trace it to the plan, the pull requests and the tooling behind it - and decide what to change next with evidence instead of opinion.

Related tools & solutions

Frequently asked questions

Software Engineering Intelligence platforms collect data from your development lifecycle - pull requests, commits, deployments, pipelines and issues - and turn it into metrics leaders use to understand delivery speed, quality and flow. FeatureFactory is an SEI platform built for the AI era: it unifies planning, building and measurement in one loop so the numbers connect back to the work that produced them.

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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