{"id":"b6379e7f-d774-40bd-8e0b-fe885b2460cc","name":"Machenta","slug":"machenta","description":"London robot-learning startup, spun out of Imperial College London's robot learning work, building a foundation model intended to let robots perform a new task after being shown it once. Per press coverage, the model is trained in simulation without real-world data. Co-founded by Edward Johns (CEO), a robot learning professor at Imperial, and Vitalis Vosylius. Described as an early-stage research company. Capability claims (learning a task from one or two demonstrations, working across robot types including humanoids) are company-stated and not independently verified.","status":null,"founded":2025,"hq":"London, UK","hqLat":null,"hqLng":null,"hqGeocodedAt":null,"hqAddress":null,"hqPrecision":null,"website":null,"fundingTotal":"40000000","type":"brain","roles":[],"reviewStatus":"reviewed","heatIndex":0,"lifecycleState":"active","supersededByCompanyId":null,"sources":[{"url":"https://tech.eu/2026/10/27/london-robotics-startup-machenta-raises-40m-seed-investment","label":"London robotics startup Machenta raises $40M seed investment (Tech.eu)","title":"London robotics startup Machenta raises $40M seed investment (Tech.eu)","mediaType":"article"},{"url":"https://techfundingnews.com/machenta-40m-seed-creandum-usv-simulation-robot-learning/","label":"Imperial's Machenta raises $40M from Creandum and USV to train robots in simulation (TFN)","title":"Imperial's Machenta raises $40M from Creandum and USV to train robots in simulation (TFN)","mediaType":"article"}],"keyFacts":[{"label":"One-demo task learning (company-claimed, Oct 2026)","value":"Says its foundation model, trained only in simulation, lets a robot do a new task such as packing, assembly or tidying after seeing it shown once."},{"label":"Largest UK robotics seed (company-claimed)","value":"Says its $40M seed is the largest seed round raised by a UK robotics company to date."},{"label":"Stage (reported, Oct 2026)","value":"Described as a research company with no near-term commercial plans. Precise tasks and complex motions remain difficult for the model."}],"aliases":[],"collisionRisk":"low","reviewNote":null,"atsProvider":null,"atsSlug":null,"factoryLocations":null,"manufacturingCapacity":null,"orgType":null,"burnSignal":null,"litigationEvents":null,"insurancePostureDisclosed":null,"unitEconomicsDisclosed":null,"tickerSymbol":null,"stockExchange":null,"secCik":null,"revenueUsd":null,"revenueBasis":null,"revenueAsOf":null,"employeeCount":11,"employeeCountBasis":"reported","employeeCountAsOf":"2026-10-27T12:00:00.000Z","marketCapUsd":null,"marketCapAsOf":null,"marketCapSource":null,"createdAt":"2026-10-27T15:26:37.957Z","updatedAt":"2026-10-27T15:57:56.170Z","jsonLd":{"@context":"https://schema.org","@type":"Organization","@id":"https://registry.deploy.report/companies/machenta","url":"https://registry.deploy.report/companies/machenta","name":"Machenta","description":"London robot-learning startup, spun out of Imperial College London's robot learning work, building a foundation model intended to let robots perform a new task after being shown it once. Per press coverage, the model is trained in simulation without real-world data. Co-founded by Edward Johns (CEO), a robot learning professor at Imperial, and Vitalis Vosylius. Described as an early-stage research company. Capability claims (learning a task from one or two demonstrations, working across robot types including humanoids) are company-stated and not independently verified.","identifier":"b6379e7f-d774-40bd-8e0b-fe885b2460cc","foundingDate":"2025","address":"London, UK","publisher":{"@id":"https://deploy.report/#organization"}},"framework_metadata":{"framework_schema_version":"0.1.0","verification_status":"verified","maturity_stage":null,"lifecycle_state":null,"architectural_position":{"cohort":null,"sub_cohorts":[]},"within_cohort_verified_vs_claimed_pair":null,"cap_flags":[],"verification_depth":{"sources_count":2,"primary_source_types":[]}}}