Machenta exits stealth with $40M seed for robots that learn from one demo
Ed__Johns · x · 2026-10-27
Robotics startup Machenta is out of stealth with a $40M seed round co-led by Creandum and USV.
- The company built a new kind of robot foundation model for "Instant Robot Learning": one demonstration teaches a robot a new task, with no further training
- The model is trained entirely in simulation, without a single pixel of real-world data
- Founder EdJohns describes the vision as "vibe coding in the physical world"
- Normally teaching a robot takes hours or days of data collection and training; Machenta claims to collapse that to a single demo
Related event: Machenta Exits Stealth With $40M Seed for One-Shot Robot Learning(19 posts)→
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