{
  "id": 16736454,
  "title": "An 11-person startup raised $40 million to challenge robotics' data-hungry giants",
  "url": "https://urgent.news/2026/10/27/an-11-person-startup-raised-40-million-to-challenge-robotics-data",
  "topic": "business",
  "section": "Business",
  "published": "2026-10-27T10:00:01.000Z",
  "source": {
    "name": "Business Insider",
    "slug": "business-insider",
    "url": "https://www.businessinsider.com/this-11-person-startup-raised-40-million-train-robots-virtual-worlds-2026-10"
  },
  "original_language": "en",
  "account": "Machenta, an 11-person startup led by Edward Johns and Vitalis Vosylius Oscar May Machenta, has secured $40 million in seed funding to challenge data-hungry giants in the robotics industry, according to Business Insider. The funding round was led by venture capital firms Creandum and Union Square Ventures.\n\nMachenta's unique approach involves training an AI model that can teach robots new physical tasks after witnessing them just once. Unlike rivals who are collecting vast amounts of real-world data, Machenta trains its model in computer-generated environments that mimic object movement and interaction, without utilizing any real-world data.\n\nCEO John and Imperial College professor explained that once the model is trained, it can guide a robot to execute a new task, such as organizing a table or placing objects into a box, after observing it just once. In a demonstration video, three robots successfully packed and closed a box on an assembly line, despite learning the task after a single demonstration.\n\nMachenta currently has 11 employees and is primarily focused on research, with no immediate plans for commercialization. The startup faces competition from larger players with multimillion-dollar valuations, including California-based companies Physical Intelligence ($11 billion), FieldAI ($10 billion) and Skild AI ($14 billion), which already offers technology with similar capabilities.",
  "summary": "Machenta, founded by Imperial College London researchers, raised $40 million to build AI that teaches robots new tasks from one demonstration.",
  "key_points": [],
  "editors_take": null,
  "illustration": null,
  "coverage": {
    "outlets": 1,
    "also_reported_by": []
  },
  "ai_generated": true,
  "disclaimer": "Summaries, key points and the editor’s take are written by software from other outlets’ reporting and may contain errors — always check the linked original."
}