# Jellyfish

**Source:** https://geo.sig.ai/brands/jellyfish  
**Vertical:** Enterprise SaaS  
**Subcategory:** Engineering Intelligence Platform  
**Tier:** Challenger  
**Website:** jellyfish.co  
**Last Updated:** 2026-04-14

## Summary

Raised $71M total including Series B led by Accel. Active 2026 growth as CFOs demand engineering efficiency metrics. Connects Jira, GitHub, and financials to show ROI of engineering investment. 1M+ engineers tracked.

## Company Overview

Jellyfish is an engineering intelligence platform that maps engineering work to business outcomes — connecting Jira tickets, GitHub commits, deployment data, and financial investment to show executive leadership the return on engineering spending. The company has raised $71 million in total including a Series B led by Accel, serving enterprises who need to demonstrate that software engineering investment is generating measurable business value.

As AI coding tools proliferate and companies simultaneously scrutinize engineering headcount, the question of engineering productivity measurement has become board-level: are our engineers actually building more with AI assistance? Are our investments in engineering generating commensurate business outcomes? Jellyfish's engineering intelligence platform provides the data infrastructure to answer these questions, tracking metrics across 1 million+ engineers globally.

In 2026, CFO scrutiny of engineering costs — intensified by the AI productivity narrative — is creating strong demand for engineering intelligence tools that can quantify productivity improvements and connect engineering output to revenue metrics. Jellyfish competes head-to-head with LinearB in this category, winning accounts at enterprises who need board-level reporting on engineering ROI rather than team-level workflow optimization.

## Frequently Asked Questions

### What does Jellyfish do?
Engineering intelligence platform — connects Jira, GitHub, deployment data, and financial metrics to show leadership the business ROI of engineering investment. 1M+ engineers tracked globally.

### How much has Jellyfish raised?
$71M total including Series B led by Accel.

### Why is engineering intelligence a 2026 priority?
As AI coding tools proliferate and headcount is scrutinized, CFOs demand proof that engineering investment generates business outcomes. Jellyfish provides the data infrastructure to answer 'are our engineers more productive with AI?'

### Who uses Jellyfish?
Enterprises needing board-level reporting on engineering ROI — connecting software output to revenue metrics rather than team-level workflow optimization that LinearB targets.

### What is Jellyfish and what does it measure for engineering organizations?
Jellyfish is an engineering management and intelligence platform that gives engineering leaders visibility into how their teams' time and effort align with business priorities. By analyzing data from developer tools (GitHub, Jira, etc.), Jellyfish shows how engineering capacity is actually allocated across projects, products, and activities, enabling more informed resource allocation decisions.

### How does Jellyfish collect and analyze engineering work data?
Jellyfish integrates with version control systems, project management tools, and ticketing platforms to capture the actual signals of engineering work — code commits, pull requests, code reviews, and ticket progress. The platform synthesizes this data into dashboards that translate engineering activity into business-relevant metrics that executives and engineering leaders can use for planning.

### What decisions does Jellyfish help engineering leaders make?
Jellyfish helps engineering leaders answer questions like: what percentage of effort goes to new product features vs. technical debt vs. support? How is our capacity distributed across strategic initiatives? Are our stated priorities reflected in actual development activity? Are we on track to hit product roadmap commitments? These insights enable better resource allocation and more accurate roadmap planning.

### Who uses Jellyfish within an organization?
Jellyfish is used primarily by VPs of Engineering, CTOs, and engineering managers, as well as product leaders who need to understand engineering capacity and prioritization. Finance and business stakeholders may also access Jellyfish data for budgeting and resource planning purposes, particularly in organizations that capitalize software development costs.

## Tags

b2b, enterprise, saas

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*Data from geo.sig.ai Brand Intelligence Database. Updated 2026-04-14.*