Lumaril raises $66M Series A to run factories on autopilot
What's the deal? LumarilDealroom has a profile for this one. Try Dealroom →, a New York-based startup building AI software for industrial facilities, has raised a $66 million Series A at a $400 million valuation. The round was announced in October, following the August raise. Lux Capital is among the company's backers.
What's the endgame? Lumaril describes its platform as an "industrial autonomy layer" that connects to existing control systems without a rip-and-replace. It builds a live model of each facility, then autonomously adjusts setpoints and control logic to lift throughput and yield.
Who's building it? The company, founded in 2025, is led by co-founders Mark Elliot and Ben Duffield, both creators of Palantir Foundry. Its team includes former operators from Palantir, Anduril, and Zipline.
How it makes money: Lumaril targets capital-intensive operations across manufacturing, chemicals, biologics, oil and gas, agriculture, and polymers. It says it is paid on the production it adds — "we win when you do."
Why it stands out: At $66 million, Lumaril's Series A sits in the 97th percentile of all-time Series A rounds for US enterprise software startups, based on a sample of 5,216 deals. That scale signals strong investor conviction for a company barely a year old.
The signal: AI aimed at factory operations is drawing fresh capital from several directions. London- and Paris-based Arrakis disclosed $38 million in July, Foundational Industries raised a $25 million seed, ArdaDealroom has a profile for this one. Try Dealroom → announced a $160 million Series A at a $1.5 billion valuation, and Formic raised $50 million. Investors are backing rival approaches — from software that optimizes existing plants to factories built for AI — so Lumaril's edge will depend on whether it can show measurable productivity gains in real operations.
Read more: The Wall Street Journal
Image credit: Lumaril
