The Intelligence Platform for AI-Integrated Engineering
Jellyfish turns your developer tool data into productivity insights that help R&D drive measurable impact in the AI era.
Optimize AI Investment Allocation
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Prove AI Business Impact
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Mature Your Metrics Strategy
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Improve AI Workflows and Behaviors
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“Jellyfish helped us uncover deeper insights into AI usage, adoption, and impact across our engineering teams. This visibility allows us to benchmark our practices against industry standards and demonstrate to key stakeholders how Box is leveraging AI responsibly and productively.”
Julia Gan
Sr. Director, Technical Program Management & Engineering Chief of Staff at Box
“Jellyfish has transformed the way we work…team performance has increased by 30% and our delivery has become significantly more predictable. It has bridged the gap between engineering, product, and finance, allowing us to connect our technical efforts directly to business priorities.”
Jaime Vivas
SVP of Engineering at Siigo
“Roughly 80% of our code is now generated by AI with up to 30% faster issue cycle times, but AI also introduced new bottlenecks we hadn’t anticipated…when a transformation is moving this fast, operating blind isn’t an option. Jellyfish gave us the data to understand where we were seeing real ROI, where the new constraints were emerging, and how to stay in control of something that’s genuinely changing in front of our eyes.”
Ron Ben Yosef
VP, Technology & Business Operations at Loadsmart
Work Seamlessly With Your Stack
Unify data from all your tools and systems without changing how your teams already work.
Built for Every Role in Software Engineering
Lead With Confidence
“We have a baseline of before AI came into play. We can really see the inflection point, the lifecycle of an issue started to shorten. In our case, 30-40% is what we’ve already seen, and our best teams are two to three times faster.”
Jason Rasmussen
CTO at Lastpass
Unlock Your Team’s Potential
“The level of visibility Jellyfish provides transformed AI from an experimental tool into a proven engine for business growth. Our teams are shipping code faster and delivering twice the value to our customers in half the time.”
Tom Osowski
Engineering Manager at TaskRabbit
Improve Developer Experience
“DevEx has had a very positive impact on the engineering teams and morale. We’re getting subjective info from engineers and corroborating it with objective Jellyfish metrics.”
Michael Robinson
VP of Technology and Architecture at Kaleris
Align Roadmaps with Reality
“I love Scenario Planner for roadmap planning. This is the tool I’ve been looking for years and I can’t believe no one else is doing what I perceive to be a necessity.”
Sam Heck
Director of Product at ZenQMS
Optimize R&D Investment
“With Jellyfish DevFinOps, we’re now able to better track the investments made while building a product. DFO helps us align language between engineering and the business.”
Tony Padovano
Program Management Fellow at Priceline
Build Without Distraction
“Having Jira tickets, PR data, and AI usage presented in a single pane of glass provides real-time team insights that were previously hard to track. It’s an essential tool for any engineering org.”
Pooja Erappa
Software Engineer II at Diligent Corporation
Company Stage
Mature
Industry
Cybersecurity
“As we speed up software development, engineers stop manufacturing screws and start manufacturing engines and cars. You can build more complex things. Just start, and ideally, you’re starting with Jellyfish.”
Company Stage
Late-Stage Growth
Industry
Digital Health
“A lot of people get close to burnout because they use AI so much. We want as much productivity as possible, but not at the cost of losing engineers.”
Company Stage
Growth
Industry
Talent & Recruiting
“Jellyfish has dramatically improved our understanding of the reality of development across the business. We can easily show how resources are allocated and what trade-offs need to be made to deliver on long-term plans and strategies…Bottom line, we couldn’t do this without Jellyfish.”
AI Investment Intelligence
Understand where AI is being used, what it costs, and what it produces across your engineering organization, so you can align AI investment with real business outcomes.
AI Workflow Intelligence
See how AI is actually used across teams and workflows, and identify the behaviors, tools, and practices that lead to better engineering outcomes.
AI-Native Decision Support
Turn engineering data into immediate answers, automated reports, and proactive recommendations, without manual dashboard work.
Customer Learning System
Learn from 1000+ engineering organizations to understand what good looks like, how you compare, and where to improve next.
Guidance That Scales
Hands-on support tailored to your maturity, from rollout and planning help to ongoing enablement and organizational alignment.
Built for Enterprise
Enterprise-grade integrations, security, identity and access management, and compliance from day one.
Learn and Lead
Original research, frameworks, and guides on modern engineering leadership in the age of AI.
4.5/5 on G2
4.8/5 on Gartner