{"city":"London","name":"Machenta","slug":"machenta","facts":[{"date":"2026-10-27","type":"product_launch","value":"Instant Robot Learning, a robot foundation model that learns new tasks from one demonstration without further training","source":"machenta.com"},{"date":"2026-10-27","type":"headcount","value":"11","source":"siliconreport.com"},{"date":"2026-10-27","type":"total_funding","value":"USD 40000000","source":"imperial.ac.uk"},{"date":"2026-10-27","type":"funding_round","value":"Seed round co-led by Creandum and Union Square Ventures","source":"imperial.ac.uk"}],"peers":[],"stage":"private","state":"England","aliases":[],"country":"United Kingdom","domains":[{"why":"Machenta markets Instant Robot Learning, a robot foundation model for developers that learns new tasks from one demonstration.","list":null,"rank":null,"tier":"prospect","layer":null,"total":27,"domain":"Robotics","scores":{"leverage":3,"position":1,"progress":6,"firepower":3,"commercial":1,"deployment":1,"production":4,"technology":3},"edition":null,"segment":null},{"why":"Machenta sells Instant Robot Learning, a robot foundation model for humanoid and other robot makers to teach new tasks from a single demonstration.","list":null,"rank":null,"tier":"prospect","layer":null,"total":27,"domain":"Humanoids","scores":{"leverage":3,"position":1,"progress":6,"firepower":3,"commercial":1,"deployment":1,"production":4,"technology":3},"edition":null,"segment":null}],"founded":null,"signals":[{"date":"2026-10-28","header":"Machenta is developing AI-based simulated training for robots.","outlet":"Breakit"},{"date":"2026-10-28","header":"Machenta raised SEK 400 million shortly after its launch, with Creandum providing a substantial share of the funding.","outlet":"Breakit"},{"date":"2026-10-27","header":"Machenta raised $40 million in seed funding to develop single-demonstration robot-learning models.","outlet":"The AI Insider"},{"date":"2026-10-27","header":"Machenta demonstrated a simulation-trained model that adapts to new tasks without fine-tuning.","outlet":"Humanoids Daily"}],"website":"https://machenta.com/","category":"Robotics · Software","categories":[{"name":"Robot foundation models & world models","domain":"Humanoids","parent":"Humanoids · Software"},{"name":"Robot foundation models & world models","domain":"Robotics","parent":"Robotics · Software"}],"last_round":null,"updated_at":"2026-10-29T10:01:35.86+00:00","facts_total":5,"positioning":"","sub_category":"Robot foundation models & world models","signals_total":4,"url":"https://www.frontiertechintelligence.com/companies/machenta","title":"Machenta · robotics, London, England, United Kingdom · scores, facts and signals · Frontier Tech Intelligence","description":"Machenta markets Instant Robot Learning, a robot foundation model for developers that learns new tasks from one demonstration. Robotics prospect (score 27) 4 signals and 5 facts with sources.","publisher":"Frontier Tech Intelligence (Future Frontiers, a trade name of Essential Cognition Inc.)","note":"Assessment by Frontier Tech Intelligence; facts and signals carry their sources."}