# Foundry.ai

Foundry.ai is a Private Equity based in Washington, United States.

## Overview

- **Organization type:** Private Equity
- **Headquarters:** Washington, United States
- **Region:** North America
- **Address:** Washington, DC, United States
- **Founded:** 2017
- **Assets under management:** Undisclosed
- **Website:** www.foundry.ai
- **LinkedIn:** https://www.linkedin.com/company/foundryai

## Regulatory record

- **Reports private funds:** No

## About

Foundry.ai was launched in 2017 by Jim Manzi, a veteran software entrepreneur who previously founded Applied Predictive Technologies (APT), a data analytics company sold to Mastercard for $600 million in 2015. The firm operates from Washington, DC, and is structured as a startup studio rather than a conventional fund — it doesn't back external founders. Instead, Manzi and his team identify commercial problems inside large corporations, build AI-powered software to solve them, and then recruit CEOs to run the resulting companies. The firm's model is systematic: proprietary algorithms scan public financial filings to detect operating inefficiencies inside publicly traded companies. When Foundry identifies a recurring problem no software vendor adequately addresses, it develops a solution, founds a company, installs an experienced operator, and seeds the business with a revenue pilot before seeking outside growth capital. The portfolio spans enterprise-focused AI applications, including companies like Adapt (revenue optimization for media), Mechanism Ventures (performance enablement), and Forge (dynamic pricing for restaurants). Foundry has also incubated businesses addressing workflows in retail, insurance, and logistics — each targeting a distinct vertical with a common architecture of machine learning plus a domain-specific application layer. Headcount is not publicly disclosed, but the firm operates with an intentional lean of software engineers, data scientists, and operator-executives rather than traditional investment professionals. In addition to its core studio, Foundry maintains a close relationship with Mastercard's innovation ecosystem through Manzi's post-APT network. The firm raises capital on a project- or company-level basis and has not publicly disclosed an aggregate fund size or total deployment figure. The structural differentiator is the foundry model itself: Foundry is not a passive allocator of risk capital. It is an R&D and company-creation engine that manufactures its own deal flow. By founding rather than discovering startups, it avoids valuation competition with other funds and maintains founder-level ownership stakes inside companies it builds. This architecture also creates a succession pathway for each portfolio company — once a CEO is hired and revenue is established, the firm steps back into a board role, freeing its core engineering team to start the next business.

## Sectors

- AI/ML
- Enterprise Software

## People

- Jim Manzi — Founder and Managing Partner

## Questions

### Who runs investment decisions at Foundry.ai?

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.

### What investment stages does Foundry.ai typically target?

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.

### How is Foundry.ai related to Mastercard or Applied Predictive Technologies?

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.

## Related profiles

- [Found Fair Ventures](https://altss.com/profile/found-fair-ventures)
- [Foundry Asset Management](https://altss.com/profile/foundry-asset-management)

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Last updated: 2026-07-06T00:33:38.822Z

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