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Software engineering intelligence you can trust
Swarmia helps you understand whether your teams are working on the right things, find what’s slowing them down, and act on it.
Know if your AI spend is
paying off
Understand which AI tools your teams are actually using, how actively they’re using them, and what it’s all costing you.
Read more about AI adoption and cost→See your total AI spend in one place
Swarmia combines token-based usage costs and fixed seat licenses into a single view — so you always know what your AI investment actually costs.
One view across all your AI tools
Track GitHub Copilot, Cursor, and Claude Code adoption and cost without jumping between vendor dashboards.
“I want to track any productivity increases that we might be able to attribute back to AI. I know that’s tricky to do but I see Swarmia as a key component in solving this challenge.”
Egan Royal
SVP of Engineering at Engine
Go beyond adoption data to understand AI’s real impact
Adoption and cost data is just the first part of the puzzle. Once you have that figured out, you’ll want to understand whether AI is actually helping your teams get software out to customers faster.
Read more about productivity and AI impact→“We may think we’re productive and we’ve got good engineering velocity, but here’s what the data is telling us. With Swarmia, I can show the engineering org and leadership exactly where we stand.”
Santosh Poonen
Senior Director of Engineering, Matillion
Automate feedback loops→
Use working agreements, signals, and Slack or Teams notifications to build the feedback loops that keep your teams improving continuously.
Get audit-ready CapEx reports without the manual work
Automate software cost capitalization reporting without spreadsheets, manual tracking, or extra work from your engineers.
Read more about software capitalization→“Software capitalization used to take me a week every month — exporting data, building pivot charts, cleaning up what developers understandably forgot to track. Automating this with Swarmia means I get that time back to actually help teams estimate and deliver better.”
Ellie Tyler
Technical Project Manager at AdCellerant
Flexible, drill-down reporting
Break reports down by project or employee, run them monthly or annually, and share audit-ready results without interrupting your engineers.
Improve developer experience one survey at a time
Collect feedback from your engineers with research-backed surveys, then turn the insights into concrete action points.
Read more about developer experience surveys→Understand developer sentiment across teams
Run recurring surveys, see results in a heatmap broken down by team, and share findings while maintaining the confidentiality developers expect.
“The combination of quantitative developer insights with periodic qualitative feedback from developer surveys is powerful. Swarmia allows us to pinpoint specific areas for improvement and celebrate our successes.”
Dave Cumberland
CTO, Axios HQ
Built on a complete model of your engineering organization
Swarmia connects data from your codebase, issue tracker, AI tools, and HR system into a structured model that reflects how your engineering org actually works.
See all integrations→
Thousands of engineering teams have gone from good to great with Swarmia
Your gut feeling had a good run.