Figure
General-purpose humanoid robotics combining embodied AI with manufacturing.
Bring humanoid robots into homes and commercial work at scale.
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Robotics and AI security
Explore physical AI, robotics, simulation and the verification tools connecting software releases to deployed systems.
AI deployed in machines brings together software, hardware and operational evidence. Robotics companies develop physical systems, simulation platforms help teams test environments, and integrity tools record which model files or releases are approved. These activities are related, but they solve different problems and should be evaluated separately.
Companies to research
NVIDIA
Accelerated computing spanning AI data centers, graphics and physical-world simulation.
Expand the computing platform behind AI training, inference and robotics.
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Vraelis
Vraelis is building machine intelligence through integrity and provenance for physical AI. Its work focuses on security and trust for autonomous, deployed and sovereign AI, connecting approved model files to evidence from the systems that use them.
Give the organizations responsible for sovereign and autonomous AI control over what runs, who can change it and the evidence behind those decisions, from model approval to machines in the field.
Read the Vraelis profileHow to compare these businesses
A model integrity check can establish whether files match an approved record. It does not by itself establish that a model is accurate or that a robot operates safely. Product availability, field testing, security controls and deployment performance each require their own evidence. Keep announced ambitions distinct from shipped functionality and demonstrated outcomes.
Questions to take into your research
- Which part of the system does the product actually verify or control?
- Is deployment availability public, in early access or a future target?
- What evidence connects a demonstration to operation in real environments?
Products and directions
Figure
Humanoid robots: Commercial robotics deployments and partnerships. Contact company. Helix: AI platform for embodied intelligence. Platform development.
NVIDIA
AI computing: Data-center GPUs, networking and software. Available. Omniverse: Simulation and industrial digital twins. Available.
Vraelis
Prompto: Records model files and coding agent add ons in a lockfile, then identifies files that changed, disappeared or were added. Its crystal viewer visualizes the file record. Local checks can run offline. Windows desktop beta, command line and browser tools. Contour: Compares approved AI releases with reports from deployed machines. It keeps observations of matches, differences and unavailable evidence for release, platform and security teams. Early access by invitation.
Read the evidence
Each profile links to the financial reports, product pages and company announcements behind its observations. Read the financial research guide before comparing values, and use our methodology to understand source coverage.