The company's core premise is that machines should be able to verify their own output. Its AI machinists are designed to plan work, run CNC machines, inspect results, and use feedback to correct the process. The initial offering is on-demand CNC machining for Bay Area hardware teams, with turnaround times as fast as 48 hours. The author states the longer-term goal is making manufacturing expertise repeatable, so each added machine inherits knowledge for producing the next part, letting teams turn designs into physical parts without weeks of waiting. Replies reference Y Combinator and rocket-making.

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