New in Swarmia: Measure the adoption and usage of AI coding tools →

You need engineering intelligence that drives change

Swarmia powers modern software organizations from startups to enterprises
Miro
Docker
Webflow
Superhuman
Pleo
Matillion
Lovable
TrueLayer
Aiven
Gorgias
Trustpilot
Choco

What do Swarmia and Jellyfish have in common?

Create software capitalization reports
Just like Jellyfish, Swarmia has robust cost capitalization capabilities.
Run developer experience surveys
Combine survey data with system metrics for a clear picture of effectiveness.
Measure AI productivity impact
Understand the adoption, usage, and impact of GitHub Copilot, Cursor, and more.
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

Why engineering organizations choose Swarmia over Jellyfish

What I really like about Swarmia is that everyone in the product engineering organization uses it in different ways. They all get value out of it, but that value changes based on their role.
Silvia Di Nardo
Head of Product Engineering Operations, TrueLayer

Valuable insights for every level of the organization

Jellyfish’s lack of AI-powered narratives, role-specific insights, planning guidance, and at-risk reporting holds it back to being a tool beyond just a data tool. You want a tool that doesn’t just surface metrics — it tells you what to pay attention to and what action to consider. Adding a strategy lens to the data could be super helpful!
A verified Jellyfish review on G2
Financial Services

Automatically surface insights, not just metrics

The onboarding process was far from smooth. It took our team an inordinate amount of time to figure out how to configure Jellyfish to align with our specific needs. The lack of clear and concise documentation exacerbated this problem, leaving us feeling lost and frustrated during the setup phase.
A verified Jellyfish review on G2
Engineering Manager

No process change required

Real-time data would make Jellyfish an even more useful tool. As it stands, we must wait for our data to refresh overnight or during a manually-triggered update.
A verified Jellyfish review on G2
Engineering Manager

Real-time data

Swarmia acts as a mirror for the teams. They use it to proactively identify opportunities for improvement without anyone having to tell them what to do.
Frederic Calvez
Director of Product & Engineering Operations at Smartly
Get started with Swarmia today.

Enterprise-grade features meet lightweight setup

Flexible set up and configuration
Setting up Swarmia is easy. You can either do it yourself or get support from our customer success team — at no extra cost.
Roll out at your own pace
Your dedicated customer success manager will work with your team to tailor onboarding and roll out.

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
Mid-Market (50M-250M USD)
“Swarmia offers easy and flexible onboarding. The same flexibility is used across the whole software.”

Verified User

Media
Enterprise (1B-3B USD)
“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
SMB (<50M USD)
“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
SMB (<50M USD)
“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
SMB (<50M USD)
“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
SMB (<50M USD)
Frequently asked questions
How do I get started?

We recommend getting started by scheduling a meeting with one of our product experts. They’re happy to give you a tour of the product, answer any questions you may have, and work with your team to tailor a trial/POC plan for your organization.

Alternatively, you can start a free 14-day trial.

How long does it take to set up Swarmia?

Getting started with Swarmia is straightforward and you can either set it up on your own or get support from our customer success team.

The main set up steps include:

  • Connecting GitHub to Swarmia. After you’ve selected the repositories you’d like to connect, it typically takes us a few hours to import your historical data, or up to 24 hours in with large organizations.
  • Connecting Jira/Linear to Swarmia. Importing historical data typically takes a few hours, or up to 24 hours in with large organizations.
  • Setting up the organizational structure and teams. You can automate team membership management from GitHub or your HR system.
  • Configuring investment categories. You can quickly set up rules that determine the categories in which PRs and Jira tickets are assigned.
  • Onboarding your first teams. Each team can control their own settings, set up Slack notifications, and adopt working agreements that are relevant for them. For larger organizations, we recommend a gradual roll out with onboarding support from our customer success team.
How do you enforce data quality?

We hear from customers who’ve used competing tools that the data quality in Swarmia is generally better than in any other tool they’ve used.

There are a few reasons for this:

  • Swarmia is not a black box: instead of only showing aggregate metrics, Swarmia allows you to drill down to the numbers behind each aggregate. This way, you can quickly validate the accuracy of the data you’re seeing.
  • Rule-based automation: there’s no secret sauce or magic “algorithm” behind the way we categorize data in Swarmia. Instead, you can use flexible rules to decide which data points to include and where.
  • Real-time data sync: the changes you make in GitHub and Jira are reflected in Swarmia in near real time.
  • Teams control their own data: unlike competing products that only offer leadership dashboards, Swarmia also contains powerful features for engineering teams. By using Swarmia’s tools and insights in their daily work, engineering teams are motivated to keep their data in good shape.
Do all our teams have to use Jira a certain way to get high-quality data?

No. One of our product principles is that every software team is different. In practice, this means that Swarmia works for your engineering teams as well as the whole organization, no matter how they’ve decided to use Jira.

We often hear from customers that even a short trial with Swarmia has had a positive impact on their Jira hygiene.

Can I get a copy of Swarmia’s SOC 2 Type 2 audit report?

Absolutely. Reach out to hello@swarmia.com or your account manager to get your copy.

We’re happy to share the report with anyone we have a legitimate business relationship with. If you’re a security team member looking for an answer to this question, please make sure that your point of contact for the Swarmia evaluation has talked to your account manager about it.

Can you fill out our security questionnaire?

We’d be happy to complete a security questionnaire for any company considering one of our paid plans. Please reach out to your account manager or hello@swarmia.com to get started.

Do you support Single Sign-On (SSO) / SAML?

Swarmia supports Single Sign-On (SSO) through Okta and Google as well as secure login through GitHub.

With SSO through Okta or Google, you can give Swarmia access to people in your organization who don’t have GitHub credentials.

The typical Single Sign-On features work through the GitHub authentication:

  • Anyone with access to the relevant GitHub organization will also be able to access Swarmia, so you don’t need to create Swarmia user accounts for each employee.
  • When an account is disabled from your SSO provider, if you’ve configured it to be deleted from GitHub the change will also propagate to Swarmia automatically.
Can I use Swarmia with our network-restricted on-premise systems?

Yes. You can read more about on-premise installations and contact your account team if you’re interested in hearing more.

Get started with Swarmia today.
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