Lumaril, an industrial autonomy company, has launched with Series A backing from investors including Elad Gil, General Catalyst, Lux Capital, Felicis, Disruptive Koch, Pax Ventures, Forward Deploy and BoxGroup, with early backing from Bob McGrew. The company says it aims to help existing US factories increase production and reduce waste, arguing reindustrialization depends on upgrading current plants rather than building new ones. It cites retiring senior operators whose tacit knowledge is largely unwritten. Lumaril is offering its AI-enabled PLC historian, Monocole, free of charge to plant operators, with further details reported by the Wall Street Journal.

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