Vendor cloud
A connection drops, a service closes, or a contract ends. The machine you bought can stop being useful.
Cut off at source
Robot intelligence aligned to the owner — and no one else. Unaligned, decentralized, open-source. No foreign eyes on your robots.
A connection drops, a service closes, or a contract ends. The machine you bought can stop being useful.
Cut off at sourceAn update can change the robot's priorities. A remote kill switch can take the decision out of your hands.
Owner overrideOperational data leaves your site. Vendor access and jurisdictional exposure become part of your procurement review.
No outbound pathThe boundary is physical. The authority is yours.
The same sovereignty logic that reshaped European cloud and AI procurement arrives next for physical AI. The robots are coming. The question is only: whose values do they serve?
Robotics foundation models just became the hottest category in AI — and every player is US/China-cloud. The sovereign niche is empty.
Defense-tech VC is surging — majority of rounds back robotics and drones. State funds now exist to de-foreign AI.
LeRobot, OpenPI, GR00T-class open models mean a small team can ship a credible sovereign brain in months.
Agent-run refusal suppression and stacked abliteration, demonstrated on a 320B-parameter open multimodal model. The method is available for scrutiny.
4-bit quantization and hand-written CUDA kernels for running large open models on workstation hardware. Practical foundations for local inference.
Persistent memory, attention, drives, self-monitoring, and autonomous action in an inspectable agent runtime.
Private, decentralized inference on confidential compute through LibertAI. Published infrastructure from the same team building LibreRobotics.
Hardened open robot foundation models — LeRobot, OpenPI, GR00T-class — fine-tuned on your tasks.
Published weights and code. Signed, reproducible builds.
Task orchestration, teleoperation, fleet management, and signed update bundles. Inference and operations stay inside your network.
On-robot or on-premise. Air-gap capable. Zero outbound connections.
LeRobot SO-101 arms. Unitree quadrupeds. OEM fleet integration on request.
# Scope: owner-controlled deployment
model.location local
model.weights inspectable
build.signature verified
build.reproducible yes
outbound.connections 0
cloud.uplink absent
telemetry absent
vendor.kill_switch absent
# Disposition
authority owner
LeRobot SO-101 arms and a Unitree Go2, driven by our abliterated models served via NVFP4 on bench hardware. Weeks, not months. Sovereignty demonstrated — not claimed.
Evaluation devkits for defense and integrators. Paid pilots. Open models published for ecosystem and credibility.
Proven OEM platforms with the brain installed — LibreRobotics-branded, licensed per robot and per fleet, with support contracts.
Own hardware only if integrator economics leave too much margin on the table. Earn it — don't raise into it.
| Requirement | Basis for inspection | Amount |
|---|---|---|
| Team | 6–8 robotics and ML engineers | €1.6M |
| Integration lab | Robots, devkits, sensors | €300K |
| Compute | Training and inference | €400K |
| Legal & entity | Incorporation, trademarks, contracts | €150K |
| Operations | G&A, travel, shows, contingency | €550K |
Entry into physical AI at 1/500 of the category's last round — with the only product sovereignty buyers can actually procure. The attestation is the artifact.