{"id":"b4727a2c-55f4-4fb1-baa6-ee3d3a2fe94e","slug":"skild-brain","name":"Skild Brain","description":"Skild AI's unified omni-bodied foundation model. Designed to control any robot without prior knowledge of body form (quadrupeds, humanoids, tabletop arms, mobile manipulators). Trained on online human videos and physics simulations across thousands of form factors. Built-in force-limiting safety constraints. Skild AI builds the robot brain, not hardware; platform strategy is to power other companies' robots.","brainType":"foundation-model","isOpen":false,"maturityStage":"commercial","architecture":"Unified 'omni-bodied' foundation model controlling any robot form without prior body-form knowledge (quadrupeds, humanoids, tabletop arms, mobile manipulators). Trained on online human videos plus physics simulations across thousands of form factors. Built-in force-limiting safety constraints.","reviewStatus":"reviewed","sources":[{"url":"https://www.skild.ai","title":"Skild AI - omni-bodied robot foundation model","sourceName":"Skild AI (official)"},{"url":"https://www.skild.ai/blogs/series-c","title":"Skild AI (official) - Series C: $1.4B raised, valued over $14B (Jan 14, 2026); SoftBank-led with NVentures, Bezos Expeditions, Sequoia","sourceName":"Skild AI (official)"},{"url":"https://www.bloomberg.com/news/articles/2026-01-14/robotics-startup-skild-valued-above-14-billion-after-softbank-led-funding-round","title":"Robotics startup Skild valued above $14B after SoftBank-led funding round (Jan 14, 2026)","sourceName":"Bloomberg"},{"url":"https://techcrunch.com/2026/01/14/robotic-software-maker-skild-ai-hits-14b-valuation/","title":"Robotics software maker Skild AI hits $14B valuation (Jan 14, 2026)","sourceName":"TechCrunch"},{"url":"https://www.skild.ai/blogs/building-the-general-purpose-robotic-brain","date":"2025-07-29","title":"Building the general-purpose robotic brain","sourceName":"Skild AI"}],"keyFacts":[{"label":"DEPLOY maturity rationale","value":"Early commercial, scaling; recorded as commercial. $30M 2025 revenue cited as commercial validation"},{"label":"Founded","value":"2023 by ex-CMU professors Deepak Pathak and Abhinav Gupta"},{"label":"Valuation","value":"$14B as of January 2026 (up from $1.5B July 2024)"},{"label":"Total funding reported","value":">$2B"},{"label":"Backers","value":"Lightspeed, Coatue, SoftBank, Bezos Expeditions, Sequoia, Amazon"},{"label":"Platform strategy","value":"Powers others' robots; does not build own hardware"},{"label":"Ecosystem","value":"Part of NVIDIA Isaac ecosystem"},{"label":"Powered-models flagged","value":"Cross-embodiment across multiple robot types; no single anchor model in registry yet"},{"label":"Omni-bodied foundation model framing (Skild AI blog)","value":"Skild AI July 29, 2025 post says the Skild Brain is an omni-bodied robotics foundation model trained to work across quadrupeds, humanoids, table-top arms, and mobile manipulators rather than a single form factor. Treat generalization claims as company-stated (Skild AI)."},{"label":"Hierarchical high-level and low-level action policies (Skild AI blog)","value":"The same post describes a hierarchical architecture with a low-frequency high-level manipulation and navigation policy feeding a high-frequency low-level policy that outputs joint angles and motor torques, pre-trained with large-scale simulation and internet video then post-trained with targeted real-world data. Treat architecture as company-stated (Skild AI)."}],"aliases":["Skild Brain","Skild AI Brain","Skild"],"collisionRisk":"low","reviewNote":null,"builtOnBrainId":null,"createdAt":"2026-05-28T14:06:08.879Z","updatedAt":"2026-10-09T22:00:26.670Z","jsonLd":{"@context":"https://schema.org","@type":"SoftwareApplication","@id":"https://registry.deploy.report/brains/skild-brain","url":"https://registry.deploy.report/brains/skild-brain","name":"Skild Brain","alternateName":["Skild Brain","Skild AI Brain","Skild"],"description":"Skild AI's unified omni-bodied foundation model. Designed to control any robot without prior knowledge of body form (quadrupeds, humanoids, tabletop arms, mobile manipulators). Trained on online human videos and physics simulations across thousands of form factors. Built-in force-limiting safety constraints. Skild AI builds the robot brain, not hardware; platform strategy is to power other companies' robots.","identifier":"b4727a2c-55f4-4fb1-baa6-ee3d3a2fe94e","applicationCategory":"foundation-model","publisher":{"@id":"https://deploy.report/#organization"}},"framework_metadata":{"framework_schema_version":"0.1.0","verification_status":"verified","maturity_stage":"commercial","lifecycle_state":null,"architectural_position":{"cohort":null,"sub_cohorts":[]},"within_cohort_verified_vs_claimed_pair":null,"cap_flags":[],"verification_depth":{"sources_count":5,"primary_source_types":["primary-company-ir","secondary-established-publication","secondary-industry-publication"]}}}