Ezra, an AI-powered finance platform focused on asset-backed credit and project finance, announced that it has raised $8 million in seed funding to build institutional-grade AI infrastructure for private capital markets. The round was led by Congruent Ventures, with participation from Planeteer, Wireframe, KDX, Stepchange, Leap Forward, and other investors.
The San Francisco-based company is developing a platform designed to modernize financing workflows for real-world assets by combining artificial intelligence with capital networks. The funding will support continued product development and additional customer deployments as investors, lenders, and companies raising capital face increasing deal volumes while still relying heavily on fragmented systems and manual diligence processes.
Private credit has grown into a $6 trillion global asset class, but the technology used to analyze transactions has not evolved at the same pace. Financial institutions are increasingly experimenting with AI tools such as ChatGPT, Claude, and Gemini, though many organizations are struggling to determine which systems are reliable for real financial decision-making.
According to Ezra, internal benchmarking across common private credit tasks found that general-purpose AI models produced incorrect or unsupported answers roughly 30 percent of the time when analyzing credit deals. In large institutional credit transactions, the company believes that level of inaccuracy presents significant risk.
Ezra’s platform is designed to address these challenges by transforming unstructured deal data rooms into structured datasets. The system extracts key information from documents, identifies potential risks, and generates diligence materials such as investment memos, research reports, and due diligence questions.
Unlike typical chat-based AI tools, the platform operates as a closed-loop system where outputs are grounded in underlying deal documentation and traceable to source materials. The goal is to allow credit teams to analyze more transactions with the same personnel while improving the consistency and quality of underwriting.
Beyond deal analysis, Ezra is also building a network intended to connect companies raising capital with institutional lenders seeking new investment opportunities. Companies using the platform can structure deal information, prepare for lender diligence processes, and connect directly with capital providers actively deploying funds.
Investment firms managing more than $6 billion in assets under management have already used the system during its development. Transactions analyzed through the platform span sectors including renewable energy, infrastructure, fintech, and real estate.
Ezra was founded by Dan Rosen and Dori Rutkevitz, veterans of Mosaic, a fintech platform that financed more than $15 billion in clean energy and home improvement loans. Drawing on their experience raising and deploying capital, the founders built Ezra to address inefficiencies they repeatedly encountered in private credit markets.
The company plans to expand its engineering and data science teams, deepen integrations with capital providers, and continue developing investor and borrower portals as it scales the platform.
KEY QUOTES
“We’ve lived the pain of raising and deploying capital and saw the potential for AI to remove critical bottlenecks. There’s enormous excitement around AI in finance, but most tools today are just chat interfaces sitting on top of generic AI models, with all the inaccuracies and inefficiencies that come with them. In credit markets, where billions of dollars move based on diligence and documentation, accuracy matters most. Ezra was designed as an institutional-grade system built specifically for credit analysis — and to help connect high-quality borrowers with the lenders looking to finance them.”
Dan Rosen, Co-Founder And CEO Of Ezra
“With Ezra, we’re evaluating twice the deals we were before with the same team. Their platform gives us immediate clarity on a deal that otherwise would have been days sifting through messy data.”
Gautam Ivatury, CEO Of ALMA
“Ezra is building the connective infrastructure for a modern private credit ecosystem. Private credit markets are a powerful tool to scale infrastructure across global themes like energy resilience and grid modernization, but workflow tools have not kept pace. Ezra’s platform brings the automation and structure that’s long been missing, along with specialized vertical depth that general-purpose models like GPT cannot provide for complex, high-stakes transactions. We see them as a key enabler of institutional capital flow into real assets.”
Eliza Cushman, Partner At Congruent Ventures
