DEPLOYDatabase

Brain

Skild Brain

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.

Foundation model · Maturity: Commercial · Closed

Machine-readable surfaces

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.

Key facts

DEPLOY maturity rationale
Early commercial, scaling; recorded as commercial. $30M 2025 revenue cited as commercial validation
Founded
2023 by ex-CMU professors Deepak Pathak and Abhinav Gupta
Valuation
$14B as of January 2026 (up from $1.5B July 2024)
Total funding reported
>$2B
Backers
Lightspeed, Coatue, SoftBank, Bezos Expeditions, Sequoia, Amazon
Platform strategy
Powers others' robots; does not build own hardware
Ecosystem
Part of NVIDIA Isaac ecosystem
Powered-models flagged
Cross-embodiment across multiple robot types; no single anchor model in registry yet
Omni-bodied foundation model framing (Skild AI blog)
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).
Hierarchical high-level and low-level action policies (Skild AI blog)
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).

Developed by (1)

Mentioned on (1)

Registry pages whose text names Skild Brain.

AI systems (1)

DYNA-1

Common questions

What is Skild Brain?
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.
Who developed Skild Brain?
Skild Brain is credited to Skild AI on the DEPLOY registry. Each developer attribution is verified via primary sources.
Is Skild Brain open source?
No. Skild Brain is recorded as proprietary on the DEPLOY registry. Model weights and source are not publicly available.
What type of AI is Skild Brain?
Skild Brain is a foundation model, built on a 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. architecture on the DEPLOY registry.
What is Skild Brain's maturity stage?
Skild Brain is at the commercial stage on the DEPLOY maturity ladder. Commercial stage means production-grade deployments are operating at named customer sites.
Which robots run on Skild Brain?
No robot models on the DEPLOY registry are recorded as running Skild Brain. DEPLOY wires brain-to-model connections only when the wiring is verifiable from primary sources; absence may reflect pre-deployment or unverified manufacturer claims.

Sources (5)

  1. https://www.skild.ai
  2. https://www.skild.ai/blogs/series-c
  3. https://www.bloomberg.com/news/articles/2026-01-14/robotics-startup-skild-valued-above-14-billion-after-softbank-led-funding-round
  4. https://techcrunch.com/2026/01/14/robotic-software-maker-skild-ai-hits-14b-valuation/
  5. https://www.skild.ai/blogs/building-the-general-purpose-robotic-brain
Methodology: Verified · 5 sources (2 primary) · last reviewed 2026-10-09

Verification posture

Verified

High confidence

Review state

Stable

Last reviewed 2026-10-09

Maturity + lifecycle

Maturity stage: commercial

Sources by quality tier

2
primary-company-ir
Company IR disclosure
1
secondary-established-publication
Established publication
1
secondary-industry-publication
Industry publication
1
unclassified
Unclassified source

The framework is documented at /methodology. Corrections at /corrections. Reviewer: DEPLOY editorial team.

Methodology surface for Skild Brain.

Canonical ID b4727a2c-55f4-4fb1-baa6-ee3d3a2fe94e