Know if your AI spend is paying off

Track adoption, usage, and cost across GitHub Copilot, Cursor, Claude Code, and more — without jumping between different vendor dashboards.

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All your AI tool data in one place

Most engineering organizations running GitHub Copilot, Cursor, and Claude Code end up with separate dashboards, separate billing pages, and no consistent way to compare them. Swarmia pulls it all into one page, so you can easily make decisions on what to keep and what to cut.

“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

Turn AI data into decisions

Understand real adoption, reduce waste, and connect AI spend to the engineering work it supported.

See who’s actually using AI, not just who has access

There’s a big gap between developers who have an AI tool enabled and those actively using it. Swarmia shows both side by side, across every tool and time period — so you can identify power users, spot which teams are leading, and scale what’s working instead of letting everyone figure it out on their own.

Stop paying for unused licenses

Vendor dashboards are built to bill you, not help you lower the bill. Swarmia surfaces unused licenses to reclaim and rolls up AI spend to the team and department level — so when finance asks how much the platform team spent on AI last quarter, the answer is only one click away.

Know who’s ahead, and close the gap

Get a breakdown of AI adoption by team to make sure all teams are using the best tools for their jobs. Swarmia shows you the consistent heavy users and the ones who’ve barely touched their tools. This way, you can quickly recognize what’s working and run targeted enablement where it’s needed.

“That’s the biggest impact Swarmia has had for us — looking at our fundamentals and making sure the foundation was rock solid before we built an AI house on top of it.”

John Harbison

Head of Product Engineering at PrescriberPoint

Start tracking your AI investment with Swarmia

per developer per month,billed annually

Know if your AI spend is paying off across
Claude Code, Cursor, and GitHub Copilot

AI adoption metrics
AI activity metrics
AI cost metrics

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