Ryan Williams, the repeat founder behind infrastructure companies including Scalestack, which he sold to Akamai, has raised a $10 million seed round for a new startup aimed at one of the hottest and least-digitized corners of finance: private credit. The company will build AI tooling for the managers who originate, underwrite, and service the loans that have made private credit a trillion-dollar asset class.
The timing reflects a genuine industry pain point. Private credit has grown explosively as banks retreated from middle-market lending in the years after the financial crisis and again after the 2023 regional-bank stress, and the asset class now operates at a scale its workflows were never designed for. Originations run through mountains of documents — credit agreements, covenants, financials, cap tables — and managers increasingly find that hiring analysts cannot keep pace with the volume. AI that can read, structure, and monitor those documents at speed is exactly what the sector says it needs.
Williams brings a founder's pattern recognition to the problem. He has built and sold infrastructure businesses before, and the pitch to investors is that private credit is where enterprise software meets a workflow rich enough to justify serious automation spend. The seed capital will go toward product development and early design partners among mid-size managers, with the goal of embedding the platform into the daily origination and portfolio-monitoring process.
Competition is arriving fast: a wave of AI-for-finance startups and incumbent software vendors are all circling the same opportunity, and the largest managers with in-house engineering teams may build their own. Williams is betting that the sector's velocity and document burden outpace what incumbents can ship — and that a focused team with a proven founder can win the category before the software giants catch up.
