software-capitalization
(3)Faros AI
Faros AI is an AI-native engineering intelligence platform that pulls data from the tools software teams already use - GitHub, Jira, CI/CD, incident systems and more - and turns it into a single view of how engineering work actually flows. Founded by the ex-Salesforce team that built Einstein, Faros helps engineering leaders measure DORA metrics, track delivery, quantify the ROI of AI coding assistants like GitHub Copilot, and automate R&D cost capitalization across the full software development lifecycle.
Neo.Tax
Neo.Tax is an AI software company that automates the R&D tax credit and software capitalization for startups, SMBs, and enterprises. Its platform deploys a set of AI agents trained on IRS code, regulations, and case law to passively read engineering and financial data from systems like GitHub, Jira, payroll, and the general ledger, then produce audit-ready tax filings under IRC Section 41, Section 174, and ASC 350-40. Founded by a former Intuit product manager, a Stanford machine-learning PhD, and a former IRS R&D audit agent, Neo.Tax turns one of the most painful, manual processes in corporate tax into something close to a continuous, automated workflow.
Jellyfish
Jellyfish is a Boston-based Engineering Management Platform that turns the signals from engineering tools - Git, Jira, CI/CD, and now AI coding assistants - into business-readable insight. It helps engineering leaders see where their teams spend time, tie that work to company strategy, automate R&D cost capitalization, and measure the real ROI of tools like GitHub Copilot. Founded by veterans of Endeca, Jellyfish has raised roughly $117M and serves hundreds of enterprises including Mastercard, Priceline, and PagerDuty.