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.

Jellyfish AI Impact
Jellyfish AI Impact
Platform Use Cases

Engineering Intelligence Across Your SDLC

Optimize AI Investments

Compare adoption, spend, and impact across coding assistants, agents, and more to invest in what works.

Increase Delivery Predictability

Plan with confidence using real capacity data, early risk alerts, and scenario modeling to stay on track.

Align Engineering Effort

See how engineering allocation maps to strategic priorities and rebalance work as goals shift.

Elevate Team Performance

Leverage metrics, trends and recommendations to uncover inefficiencies and drive progress across teams.

Improve Developer Experience

Gather survey insights to identify workflow friction and guide the improvements that lift developer productivity.

Automate Financial Reporting

Eliminate manual time tracking for capitalization and R&D tax credits with audit-ready, automated financial reports.

“Jellyfish resulted in huge operational wins for our team. Throughput has increased 80%.”

Ron Teeter

VP Engineering at Jobvite

“Every conversation I have involves Jellyfish. It helps us enforce the efficiency changes we want to make.”

Ulf Viney

SVP Engineering at Precisely

“Jellyfish allows me to learn the patterns of successful teams and to use those patterns to diagnose struggling teams’ issues or build new teams more quickly.”

Sam Wolski

Head of Engineering at Humanforce

Integrations

Work Seamlessly With Your Stack

Unify data from all your tools and systems without changing how your teams already work.

Git
Git
Jira
Jira
Bitbucket
Bitbucket
Azure
Azure
Azure repos
Azure Repos
Azure Boards
Azure Boards
Productboard
Productboard
Github
Github
Linear
Linear
Azure DevOps
Azure DevOps
SonarQube
SonarQube
Greptile
Greptile
CodeRabbit
CodeRabbit
ProductPlan
ProductPlan
Aha!
Aha!
Git
Git
Jira
Jira
Bitbucket
Bitbucket
Azure
Azure
Azure repos
Azure Repos
Azure Boards
Azure Boards
Productboard
Productboard
Github
Github
Linear
Linear
Azure DevOps
Azure DevOps
SonarQube
SonarQube
Greptile
Greptile
CodeRabbit
CodeRabbit
ProductPlan
ProductPlan
Aha!
Aha!
Git
Git
Jira
Jira
Bitbucket
Bitbucket
Azure
Azure
Azure repos
Azure Repos
Azure Boards
Azure Boards
Productboard
Productboard
Github
Github
Linear
Linear
Azure DevOps
Azure DevOps
SonarQube
SonarQube
Greptile
Greptile
CodeRabbit
CodeRabbit
ProductPlan
ProductPlan
Aha!
Aha!
Git
Git
Jira
Jira
Bitbucket
Bitbucket
Azure
Azure
Azure repos
Azure Repos
Azure Boards
Azure Boards
Productboard
Productboard
Github
Github
Linear
Linear
Azure DevOps
Azure DevOps
SonarQube
SonarQube
Greptile
Greptile
CodeRabbit
CodeRabbit
ProductPlan
ProductPlan
Aha!
Aha!
Git
Git
Jira
Jira
Bitbucket
Bitbucket
Azure
Azure
Azure repos
Azure Repos
Azure Boards
Azure Boards
Productboard
Productboard
Github
Github
Linear
Linear
Azure DevOps
Azure DevOps
SonarQube
SonarQube
Greptile
Greptile
CodeRabbit
CodeRabbit
ProductPlan
ProductPlan
Aha!
Aha!
Github Copilot
Github Copilot
Google Gemini
Google Gemini
Amazon Q
Amazon Q
Cursor
Cursor
sourcegraph
Sourcegraph
Windsurf
Windsurf
Claude
Claude
Google Sheets
Google Sheets
Google Calender
Google Calender
Gitlab
GitLab
Slack
Slack
PagerDuty
PagerDuty
Jenkins
Jenkins
CircleCI
CircleCI
Opsgenie
Opsgenie
Github Copilot
Github Copilot
Google Gemini
Google Gemini
Amazon Q
Amazon Q
Cursor
Cursor
sourcegraph
Sourcegraph
Windsurf
Windsurf
Claude
Claude
Google Sheets
Google Sheets
Google Calender
Google Calender
Gitlab
GitLab
Slack
Slack
PagerDuty
PagerDuty
Jenkins
Jenkins
CircleCI
CircleCI
Opsgenie
Opsgenie
Github Copilot
Github Copilot
Google Gemini
Google Gemini
Amazon Q
Amazon Q
Cursor
Cursor
sourcegraph
Sourcegraph
Windsurf
Windsurf
Claude
Claude
Google Sheets
Google Sheets
Google Calender
Google Calender
Gitlab
GitLab
Slack
Slack
PagerDuty
PagerDuty
Jenkins
Jenkins
CircleCI
CircleCI
Opsgenie
Opsgenie
Github Copilot
Github Copilot
Google Gemini
Google Gemini
Amazon Q
Amazon Q
Cursor
Cursor
sourcegraph
Sourcegraph
Windsurf
Windsurf
Claude
Claude
Google Sheets
Google Sheets
Google Calender
Google Calender
Gitlab
GitLab
Slack
Slack
PagerDuty
PagerDuty
Jenkins
Jenkins
CircleCI
CircleCI
Opsgenie
Opsgenie
Github Copilot
Github Copilot
Google Gemini
Google Gemini
Amazon Q
Amazon Q
Cursor
Cursor
sourcegraph
Sourcegraph
Windsurf
Windsurf
Claude
Claude
Google Sheets
Google Sheets
Google Calender
Google Calender
Gitlab
GitLab
Slack
Slack
PagerDuty
PagerDuty
Jenkins
Jenkins
CircleCI
CircleCI
Opsgenie
Opsgenie

Built for Every Role in Software Engineering

Jobvite

Company Stage

Enterprise

Industry

Healthcare

$1.5M in project savings
75% reduction in time spent on reporting

“No other tool pulls together every aspect of the development process to create delivery projections of this quality. There’s nothing close on the market, nothing nearly as effective or accurate.”

Adam Odell

Director of Program Management

Company Stage

Growth

Industry

SaaS

79% on-time delivery
50% more efficient software capitalization

“Jellyfish has provided us with full visibility across our product portfolio into both execution and fundamental metrics.”

Leonid Igolnik

Leonid Igolnik

EVP of Engineering

Company Stage

Growth

Industry

Talent & Recruiting

80% increase in throughput
72% decrease in resolution time

“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.”

Ron Teeter

VP Engineering

The Jellyfish Difference

Why Engineering Teams Choose Us

Patented Unified Model

The only model that normalizes fragmented SDLC data into one outcomes view without manual cleanup or process changes.

Connection to Outcomes

Measure how engineering work translates into speed, quality, and business results, not just activity or tool usage.

Predictive Delivery System

Historical performance patterns power accurate forecasts, early risk detection, and confident delivery commitments.

Practical AI Automation

Jellyfish Assistant answers questions, flags risks, categorizes work, and proactively generates insights.

Guidance That Scales

Hands-on support tailored to your maturity, from rollout and planning help to ongoing enablement and organizational alignment.

Deep, Flexible Integrations

Connects across issue tracking, SCM, CI/CD, HRIS, and financial tools, unlocking insights siloed systems can’t surface.

Resources

Learn and Lead

Original research, frameworks, and guides on modern engineering leadership in the age of AI.

Jellyfish AI Impact Framework
research

AI Impact Framework

A comprehensive framework for how to measure AI’s adoption, delivery impact, and ROI.
ai coding pull request size
research

Are Engineers Coding Less with AI?

Analysis of 17M+ Jira issues and commits reveals how AI tools reshape developer work, not reduce it.
research

2025 State of Engineering Management

Insights from 450+ engineering leaders on AI adoption, delivery challenges, and organizational priorities.