DevFinOps

Automate R&D Financial Reporting

Replace manual tracking with accurate R&D cost reporting and visibility into engineering spend to improve budgeting and investment decisions.

Jellyfish DevFinOps
Jellyfish DevFinOps

Simplify capitalization

Generate defensible, audit-ready reports without any manual effort required.

Automate R&D Tax Credits

Accurately capture and categorize R&D activity so you can claim eligible tax credits with confidence.

Improve R&D Planning

See where engineering effort and spend actually go to plan headcount, forecast costs, and align budgets to priorities

“With Jellyfish DevFinOps, we’re now able to better track the investments made while building a product. DevFinOps helps us align language between engineering and the business.”

Tony Padovano

Program Management Fellow at Priceline

“Now, we’re reducing human error while sparing our engineers the headache of entering hours and our leaders the pain of collecting them. Jellyfish made an immediate impact on our team with precise and auditable cost capitalization.”

David O’Leary

Global VP of Product Delivery at Optimizely

“Jellyfish plays a crucial role in software capitalization by tracking how our teams allocate their time. This provides valuable insights from both a financial and resource allocation perspective, enabling more data-driven decision-making.”

Joao Freitas

GM & Engineering Lead at PagerDuty

Improve Financial Reporting Ease and Accuracy

Collect engineering signals

Layer in engineering cost data

Easily report software development costs

Jellyfish DevFinOps historical months

Minimize friction, improve accuracy

Reduce the time and risk of calculating capitalizable costs by automatically tracking effort and simplifying reporting.

Jellyfish DevFinOps capitalizable R&D costs

Expedite categorization & calculation

Take advantage of automated effort calculation, data collection, and categorization of capitalizable versus non-capitalizable R&D costs.

Shared Financial Data for Every Role

Program Manager

Standardize processes between engineering and finance while gaining insights into development spend and which teams are driving innovation.
Flag on top of a mountain

Engineering Manager

Ditch spreadsheets, time tracking, and automate the process of providing Finance the data required for software capitalization.
Growing bar graph and a dollar sign

Finance Leader

Stop chasing down engineering managers to discuss which development projects can be capitalized. Jellyfish gives you accurate, audit-ready reports.

Company Size

~400

Industry

SaaS

700 hours saved annually
80% allocation to innovation

“[DevFinOps] was a huge win for me, and our CFO, and the other features aligned with my metric-driven engineering vision so I was instantly enthusiastic about Jellyfish.”

Adam Ferrari

Adam Ferrari

Learn More

Optimize Your R&D Investments

Guides and resources for finance and engineering leaders on how to use data to improve R&D planning and investments.

Budget planning season
blog

R&D Budget Planning Guide

A finance-focused framework for planning R&D spend, headcount, and GenAI impact in 2026.
blog

2026 Headcount Planning

Learn how to tie team effort, roadmaps, and business outcomes into a practical headcount planning model.
software capitalization best practices
research

Software Capitalization Guide

A finance-ready guide to identifying, tracking, and auditing capitalizable software development costs.

Frequently Asked Questions