See whether AI is actually paying off

Most teams run Copilot, Cursor, and Claude Code, but few can say what they get back. Swarmia brings every AI tool into one view — adoption, usage, and cost — so you can spot unused licenses, find which teams get real value, and tie AI spend to the work it supported.

Improve the system, not just the numbers

Swarmia measures how effectively your teams turn ideas into working software with research-backed metrics, including DORA. Working agreements, signals, and notifications drive real change, not dashboards nobody checks.

Make capitalization a few clicks, not a fire drill

Swarmia automates software capitalization with audit-ready reports in minutes and an FTE model validated against time tracking at 95% accuracy. SOC 1 audited and Big Four proven.

Hear the why behind the numbers

Swarmia’s developer experience surveys ask the questions only engineers can answer, then return a team-level heatmap and a prioritized action plan.