Business Alignment

Optimize engineering resources

Boost developer productivity and optimize resources to focus on highest impact work

Jellyfish Business Alignment
Jellyfish Business Alignment

Align Resources & Investments

Understand resource allocation across teams, individuals, by investment category, epic, initiative, and more.

Identify Trends & Benchmarks

Easily compare resource allocations over time, and benchmark across teams, org, and industry.

Provide Visibility & Insights

Get visibility into developer performance, delivery metrics, and progress toward strategic goals.

“Jellyfish allows us to see where engineers are spread too thin… I don’t ever want to go to another role where I don’t have this level of visibility.”

Jeff Broderick

Senior Director of Product Operations at Acquia

“Jellyfish tells you right away where your resources are deployed into broader categories. Utilizing Jellyfish allows us to immediately ‘debug’ things.”

Jeff Sing

Director of Engineering at Iterable

“Jellyfish gives us better insights into how the company is spending innovation dollars, which products and teams are driving innovation, and how we can reward those efforts.”

Ashton Santee

Senior Program Manager at PowerSchool

A Complete View of Engineering Effort

Visualize Investment Allocations

Track Investment Against Targets

Identify Misalignment and Blockers

Jellyfish benchmarks

Review Trends and Benchmarks

Easily compare resource allocations over time, and benchmark allocations across teams, org, and industry.

Jellyfish Work Model

Patented Work Allocations Model

With AI-powered categorization you get an accurate calculation of allocations using a patented multi-source data allocations model, no matter your data hygiene.

Integrations

Easy Setup No Matter Your Data Maturity

Deep, flexible integrations with Jira, ADO, and Linear, without any data cleanup. Plus, connect tools across the SDLC for deeper insights. Connect your full tech stack today.

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

Business Alignment Across All Roles

Engineering Leaders

Get a high-level view of investment distributions to understand in-flight costs and ensure organizational alignment.
Flag on top of a mountain

Engineering Managers

Align teams with business priorities by analyzing current and past month's allocations and identifying potential issues.

Product Managers

Review deliverables to track engineering effort and get an up-to-date view of cost, FTEs, contributors, target, and projected completion dates.

Company Size

2,500

Industry

SaaS

22% increase in sprint predictability
32 hours saved per month on reporting

“I was struggling to demonstrate team efficiency. Our choice in choosing Jellyfish to be the data system to enforce the changes we wanted to make has been a huge benefit to Precisely. We are now the most predictable business unit at Precisely. Every conversation I have involves Jellyfish.”

Ulf Viney

Ulf Viney

SVP Engineering at Precisely

Resources

Engineering Leadership Resources

In-depth frameworks and guidance to support strategic planning, alignment, and business impact.

research

2025 State of Engineering Management

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

Board-Ready R&D Slides

6 slide templates that turn engineering data into boardroom narrative your execs will support.
research

2026 Headcount Planning

Learn how to tie team effort, roadmaps, and business outcomes into a practical headcount planning model.

Frequently Asked Questions