StitcherAI announced the general availability of its IT Finance intelligence platform designed to help enterprises evaluate whether AI and technology investments are generating measurable business returns. The company also revealed it launched with $3 million in pre-seed funding led by Founders Co-op, with participation from Sunshine Lake VC, Ascend, and Plug and Play Ventures.
The platform is built to steer technology investment decisions against business-aligned financial context in real time, helping organizations manage AI, cloud, SaaS, and broader IT spending more effectively. StitcherAI said its system embeds company-specific financial intelligence directly into workflows used by humans and autonomous AI agents.
According to the company, the platform combines a semantic engine built on FOCUS, the open billing standard adopted by AWS, Azure, and Google, with an omnipresent reasoning engine composed of specialized AI agents. The semantic engine unifies cloud, AI, SaaS, and vendor data while modeling costs using business metrics such as products, customer segments, margins, forecasts, and unit economics KPIs. The intelligence can then flow into data lakes, BI platforms, JIRA, Slack, and ERP systems.
The company said its reasoning engine continuously injects financial context into agentic workflows and AI coding platforms, including Claude, Cursor, and Codex, at the moment IT dollars are committed. StitcherAI believes this approach transforms IT Finance from a reactive discipline into a proactive decision-making system capable of reducing the time required to understand business impact by months.
StitcherAI said traditional IT Finance tools are increasingly inadequate as AI agents and engineers commit infrastructure and architecture decisions at machine speed. The company noted that existing systems often rely on engineers manually tagging spend, finance teams policing usage, and stakeholders reviewing dashboards, processes that break down at agentic scale.
Founder and CEO Udam Dewaraja said the idea for StitcherAI emerged from firsthand experience leading global IT Finance operations at Citigroup.
The company said beta customers included multiple nine-figure cloud and AI spenders, including a Fortune 500 employment marketplace with rapidly growing AI spending needs. StitcherAI claimed customers reduced the cost of building and maintaining internal IT Finance infrastructure by 80% while achieving time-to-value 85% faster.
Chris DeVore of Founders Co-op said that measuring AI ROI has become mission-critical for enterprise boards and described StitcherAI as well-positioned due to Dewaraja’s experience co-creating the FOCUS billing standard, helping develop IT Finance products at Apptio, and building IT Finance practices at enterprise scale.
The announcement also referenced IBM research indicating that only 25% of AI initiatives have delivered expected ROI over the past several years and that just 16% have scaled enterprise-wide. StitcherAI argued that enterprises increasingly face challenges controlling AI-related spending as agentic workflows drift into unintended execution paths or generate unpredictable costs.
Tim Crawford, a member of The Wall Street Journal Technology Council, said CIOs and CFOs are shifting from asking how to manage AI costs to determining which AI investments are delivering returns and should be scaled.
KEY QUOTES:
“I witnessed this problem firsthand while leading global IT Finance at Citi. Humans and agents didn’t check the dashboards of existing tools when committing spend and often didn’t have access to all the relevant data. With StitcherAI, we reimagined how organizations manage modern IT spend using AI to automate low impact decisions while providing business-aligned financial intelligence for humans to make higher order IT investment decisions.”
Udam Dewaraja, Founder And CEO, StitcherAI
“The ROI of AI is now front and center for every board, and the IT Finance tooling to answer that question with confidence is now mission-critical. StitcherAI is the answer. Udam co-created the open billing standard the entire industry runs on, helped build leading IT Finance products at Apptio, and built a global IT Finance practice at a Fortune 20 bank. That combination of domain expertise and first-principles thinking is rare, and it’s exactly what building for the agentic era requires.”
Chris DeVore, Managing Partner, Founders Co-op
“CIOs and CFOs are no longer asking, ‘how do we manage cloud and AI costs?’ They’re asking, ‘which AI investments are producing returns? How do we scale those and quickly kill the ones that aren’t?’ What CIOs and CFOs need is a system that puts their enterprise’s financial context into the workflow at the point of decision, for humans and agents. StitcherAI is the first platform architected from the ground up to do just that.”
Tim Crawford, CIO Strategic Advisor At AVOA And Member Of The Wall Street Journal Technology Council
