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Engineering intelligence you can trust

See how your teams work, how they feel, where the money goes, and what AI is actually changing — in one platform, backed by data you can defend in a boardroom.
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Swarmia is trusted by great software organizations from startups to enterprises
Miro
Bolt
Honeycomb
Engine
Parloa
Matillion
Lovable
TrueLayer
Aiven
Cleo
Trustpilot
Staffbase

Your gut feeling had a good run

For years, engineering leaders got by on proxies: commit counts, story points, and a gut feeling about which teams were healthy. In the AI era, those proxies break. Every org is now running two to four AI coding tools with no shared view of adoption, impact, or cost. More work happens without a ticket attached to it. And the data that could tell you what’s going on is scattered across four systems that don’t talk to each other.


The answer isn’t one more dashboard. It’s a shared picture. “Developer productivity” means something different to everyone — delivery speed to the VP of Engineering, technical debt to the CTO, cost per feature to the CFO. Engineering intelligence connects how work flows, how engineers experience their work, what AI is changing, and where the money goes — so everyone is looking at the same reality.

“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

Prove what AI is really doing for you

Turning on an AI coding tool is easy to count. Proving it changed how fast your teams ship, what it costs, or whether the code holds up is the part everyone gets stuck on. Swarmia connects AI usage to your delivery metrics and spend, so you can see whether your investment is moving real outcomes.

One platform, four ways to get started

Swarmia is a modular platform that allows you to start from the problem that’s on fire today and expand when you’re ready. Alternatively, you can get access to all four modules from day one.
Optimize AI adoption & cost→
Get a clear view of usage and spend across every AI coding tool so you can optimize costs.
Run developer experience surveys→
Collect developer feedback and go from survey results to a prioritized list of action points in minutes.
Improve productivity & AI impact→
Measure proven engineering metrics and understand the real ROI of AI tools and agents.
Create audit-ready capitalization reports→
Use Swarmia to automate software capitalization reporting without having to log a single hour.

Answer any question, your way

Start with ready-made dashboards and views, ask questions from Swarmia AI or MCP, or build your custom reports. However you like to work, the same trustworthy data is right there waiting for you.
Start with strong defaults
Get instant answers from dashboards and reports built on engineering best practices.
Ask Swarmia AI
Build custom reports
Use the MCP
“What I like about Swarmia is that all you have to do is connect it to your existing tools and then you get a whole bunch of information — without having to change your process or go through hours of consulting to make sure that the labels on the tickets are just right.”
Egan Royal
SVP of Engineering at Engine

Works with the tools your engineers already use

Swarmia connects to your source control, issue tracker, CI, chat, and AI coding tools, so the data comes from where the work actually happens. No rip-and-replace, no asking devs to log time in yet another place.
See all integrations→
Integration diagram showing data sources connecting to Swarmia
Connect your tools to see everything in one place
Setup takes days, not quarters, and Swarmia handles most of the configuration automatically.
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You’re in great company

“Swarmia offers visibility to different metrics for people in different roles. For individual contributors you get insights about your code, for teams you get information about how you are performing and how you are living according to your team agreements, and for management overall insights about how the whole development organization is doing.”

Verified User

IT Services
“Swarmia offers easy and flexible onboarding. The same flexibility is used across the whole software.”

Verified User

Media
“Swarmia has been an absolute game-changer for me and my team on collaboration and code management. It has provided us with the much-needed clarity and insights into our work, helping us identify areas that require attention.”

Verified User

Software
“We've been really happy with Swarmia. It gives the much needed visibility for developers to see their own development metrics.”

Verified User

Travel & Hospitality
“I am exceptionally happy with the decision to bring in the use of Swarmia as part of the product team’s development tools. Swarmia has enabled the team to make appropriate changes to increase development speed, based on the data of our earlier performance.”

Verified User

Software
“I can highly recommend Swarmia. The tool was really easy to deploy, and it provides a lot of good insights. Also, our developers love the Slack integration.”

Verified User

Software
Frequently asked questions
How do I know I can trust the numbers?

Trust is something the data has to earn. Swarmia updates in real time instead of on a day-long lag, so what you see is what’s happening. The FTE-based effort model behind capitalization has been validated against traditional time tracking, and capitalization reports are SOC 1 audited and accepted by Big Four auditors. When someone asks where a number came from, you can trace it down to the individual commit.

How is this different from the dashboards we already have?

Most tools stop at showing you a number. Swarmia connects system metrics, developer feedback from surveys, AI data, and financial reporting in one place, and gives teams the feedback loops to act on what they see.

Won’t this feel like surveillance to my engineers?

Swarmia is built around system-level insight and feedback, not individual monitoring. The teams that get the most from it are the ones using it themselves to improve, not the ones being watched.

Can Swarmia actually measure AI’s impact?

Swarmia connects AI tool usage to how work flows through your system, so you can see whether adoption is changing delivery, not just whether people installed the tool.

Do I have to buy the whole platform?

No, although most of our customers do. You can start with a single module and expand when it makes sense. Most teams grow into the Standard or Enterprise plans once they’ve seen the value.

Is Swarmia secure enough for enterprise procurement?

Yes. Swarmia is SOC 2 compliant, capitalization reports are SOC 1 audited, and your data is handled to recognized security standards. We’ve never failed a security audit. If you’d like us to complete a security questionnaire, just get in touch with your account team.

Ready for data you can defend in a boardroom?
See how Swarmia brings your engineering story into one trustworthy system.
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