From the source
It connects Factory sessions to cycle time, work intent, and shipped artifacts, so engineering leaders can see where delivery is moving faster, what Droids are working on, and how Factory usage maps to shipped work.
The gap between usage and impact Engineering output increases in scale and velocity with Droid.
Proving how much faster, where the change is concentrated, and what caused it is a different problem.
Engineering leaders are spending more on AI, but most still measure the return with a mix of usage dashboards, delivery metrics, and surveys.
Those signals leave a basic question unanswered: what is our AI spend producing?
Agent Effectiveness is Factory's answer.
It connects Droid usage to delivery outcomes, giving leaders an operational view of AI ROI: how much faster teams ship, where gains are concentrated, and whether added capacity is reaching priority work.
Three questions engineering leaders need answered Agent Effectiveness reads from the project management, issue-tracking, and source control tools you already use, then links Factory sessions to the work those systems track.
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