Factory

The platform is designed to accelerate engineering velocity for organizations by automating and optimizing various stages of software creation, from ideation and planning to coding, testing, deployment, and documentation. The Droids are specialized AI assistants that can be delegated complete tasks like refactors, bug fixes, incident response, and migrations, integrating directly into existing workflows across the IDE, command line, and CI/CD pipelines without requiring changes to tools or models. Factory.ai is model-agnostic, supporting models from providers like OpenAI, Anthropic, and Google.

The company targets enterprise engineering teams, helping them turn their organizations into autonomous development systems. Its client roster includes companies like Nvidia, Adobe, MongoDB, Bayer, and Zapier. The business model operates on a token-based billing system, where customers pay for what the AI agents do, rather than a per-seat license. Pricing plans are available for different team sizes, including a comprehensive enterprise plan that offers features like SSO, audit logging, and on-premise deployment options.

In 2025, Factory.ai raised a $50 million Series B funding round at a $300 million valuation, with investors including NEA, Sequoia Capital, J.P. Morgan, and Nvidia. The company has expanded its operations with offices in London and New York City. It positions itself not as a replacement for developers, but as a tool to handle repetitive and time-consuming tasks, allowing engineers to focus on higher-level design and architecture.