Foundry.ai

Foundry does not source deals in the traditional sense — it creates its own. The firm uses proprietary algorithms to scan public financial filings from large publicly traded companies, identifying profit leaks and operating inefficiencies that could be solved by AI-powered software. When it finds a recurring problem at scale, Foundry builds the solution, founds a company around it, and recruits a CEO to scale the business commercially.

Jim Manzi, the firm's founder and managing partner, leads investment and company-creation decisions. Manzi previously founded Applied Predictive Technologies, a master data analytics platform acquired by Mastercard for $600 million in 2015. He is supported by a team of data scientists and software engineers who identify target business problems; decisions about which companies to build are driven by the analytical output of that team, not a traditional investment committee.

Foundry does not make fund commitments. It operates exclusively through direct company creation: the firm conceives, incubates, and seeds its own portfolio businesses. External capital is typically introduced on a per-company basis once a startup has demonstrated early customer traction, effectively using a project-financing approach rather than a blind-pool venture fund structure.

Foundry works entirely at the formation and seed stage. Every company in its portfolio is built in-house from a blank whiteboard through to an initial revenue pilot. The firm then steps back into a governance role as the recruited CEO and any external growth investors take the company forward. Foundry does not participate in later-stage rounds or acquire existing companies.

Foundry is neither a family office nor a traditional venture firm. It is a startup studio — an operating company that systematically builds new software businesses. While it takes equity stakes in the companies it creates, the capital deployed is operational and project-based, not sourced from a single family's wealth or a committed blind-pool fund. The model more closely resembles an R&D lab with a built-in commercialization engine.

Foundry focuses exclusively on enterprise software categories where the initial customer is a large corporation and the value proposition is operational cost reduction or revenue improvement. It avoids consumer technology, deep-tech hardware requiring multi-year R&D cycles, and regulated industries where the go-to-market timeline would exceed the firm's typical build-and-launch window.

Foundry is operationally independent from Mastercard and APT. The relationship is historical and biographical: Jim Manzi founded APT, ran it for 16 years, and sold it to Mastercard in 2015. The post-acquisition network of APT alumni executives and Mastercard relationships informs Foundry's market intelligence and CEO recruiting pipeline, but no corporate parent or exclusive partnership exists.