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Factory Hits $1.5B Valuation as AI Coding Droids Land at Nvidia, Morgan Stanley

Michael Ouroumis2 min read
Factory Hits $1.5B Valuation as AI Coding Droids Land at Nvidia, Morgan Stanley

Factory, an enterprise AI coding startup founded in 2023, announced a $150 million Series C at a $1.5 billion valuation this week, joining the swelling ranks of billion-dollar AI developer-tooling companies. The round was led by Khosla Ventures, with Sequoia Capital, Insight Partners, Blackstone, NEA, Mantis VC, 20VC, Evantic Capital, and Abstract Ventures participating. Keith Rabois, managing director at Khosla Ventures, is joining Factory's board.

The deal lands in a market already crowded with well-capitalized rivals like Cursor, Replit, and GitHub's Copilot, but Factory is pitching a different proposition: rather than faster autocomplete, it sells autonomous agents designed for the full software lifecycle at large companies.

Droids for the full development lifecycle

Factory's product, branded "Droids," goes well beyond code generation. According to the company, Droids also handle testing, code review, documentation, and deployment, aiming to cover the end-to-end engineering workflow rather than just inline suggestions. The company describes its approach as "paving the roads"—standing up the documentation, test coverage, CI/CD pipelines, and internal tool integrations an AI agent needs to operate productively inside a large codebase.

Crucially, Factory is model-agnostic: Droids can switch between foundation models including Anthropic's Claude and DeepSeek, a hedge against any single provider's pricing or capability trajectory. It's a timely stance given Anthropic's Claude Opus 4.7 launch earlier this month and the rapid cadence of new frontier releases.

Enterprise traction

Factory says its customers include Nvidia, Adobe, EY, Palo Alto Networks, Adyen, MongoDB, Bayer, Zapier, and Morgan Stanley—a list that skews heavily toward regulated enterprises and infrastructure-grade engineering teams, not consumer startups. The company reports that revenue has doubled every month for each of the past six months, growth it says justifies the round.

Founders Matan Grinberg, a former UC Berkeley physics PhD student, and Eno Reyes started Factory in 2023 after Grinberg cold-emailed Sequoia partner Shaun Maguire. The company plans to use the new capital for research, product development, and international expansion.

The bigger picture

Factory's round fits the Q1 2026 pattern: foundational-model labs and developer-tools companies hoovering up the majority of venture dollars. What sets Factory apart is its bet that the next layer of value isn't in building yet another frontier model—it's in orchestrating them inside production engineering workflows at Fortune 500 customers.

For enterprise CTOs, the pitch is straightforward: hand Droids a ticket, and get back a tested, reviewed, deployed change. Whether Factory can defend that position against rivals like Cursor—reportedly in talks to raise at a $50 billion valuation—and GitHub's distribution remains the key question as 2026 unfolds.

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