Lumaril, a startup building AI software for industrial production, has raised $66 million in Series A funding at a $400 million valuation, according to a Wall Street Journal report. The company's tools connect directly to control systems that factories already use, then use AI to optimize how those lines run.
The deal stands out because it targets a less crowded corner of AI: the factory floor. Rather than chasing consumer chatbots or general-purpose models, Lumaril sells into industrial operations, a market where software has to work with legacy equipment that cannot easily be replaced.
What Lumaril does
Lumaril's pitch is integration rather than replacement. Its AI software links to existing control systems, the hardware and software that already manage machinery and production lines.
That approach matters for manufacturers, who often run equipment from multiple vendors across plants built over decades. Ripping out those systems is expensive and risky, so software that layers on top can be an easier sell.
The company has not publicly detailed which industries or customers it serves, and no specifics on its model architecture or deployment model were included in the report.
Inside the $66M round and $400M valuation
The $66 million Series A values Lumaril at $400 million, roughly six times its fresh funding. The round was first reported by the Wall Street Journal. At current rates, $66 million is around 191 million Tunisian dinars, and the valuation sits near 1.16 billion dinars.
Lumaril has not disclosed the names of its investors. The report did not say how the company plans to spend the money or whether it will expand beyond its current markets.
Series A rounds of this size remain notable in industrial software, where growth tends to be slower than in consumer AI but contracts are longer and stickier.
