Jellyfish
Engineering intelligence platform that analyzes developer tool data to measure AI impact and team productivity
| What is it | Engineering intelligence platform that analyzes developer tool data to measure AI impact and team productivity |
|---|---|
| Pricing | Contact for Pricing |
| Free tier | No |
| Platform | Web Application |
| API | Yes |
| Best for | measuring AI tool adoption and effectiveness across engineering teams, optimizing resource allocation for software projects |
| Domain registered | 2015 |
Data updated Aug. 1, 2026
What does Jellyfish do?
Jellyfish is an engineering intelligence platform that collects and analyzes data from developer tools to provide insights into team performance and AI adoption. It connects to systems like Jira, GitHub, GitLab, and various AI coding assistants to give engineering leaders a comprehensive view of how their teams work. The platform tracks everything from code commits and pull requests to AI tool usage patterns, helping organizations understand where their engineering efforts are most effective.
The system works by integrating with existing development tools without requiring teams to change their workflows. It measures key engineering metrics based on established frameworks like DORA and SPACE, providing benchmarks for team performance. What makes Jellyfish particularly relevant today is its focus on AI impact measurement—it helps companies track how coding assistants and AI tools affect productivity, code quality, and development speed across different teams.
Engineering managers and R&D leaders benefit most from Jellyfish when they need to make data-driven decisions about resource allocation, tool investments, and team structure. Real-world use cases include identifying bottlenecks in development workflows, demonstrating the ROI of AI tool investments to stakeholders, and maintaining compliance with financial reporting requirements for R&D tax credits. The platform helps organizations move from guessing about engineering productivity to measuring it with concrete data.
Key features
What makes it stand outWho is Jellyfish for?
Who benefits most from this toolTrust & presence
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