The Nervous System of Autonomy.
We architect the distributed communication layers for Humanoids, Swarms, and Connected Fleets.
Robots are Distributed Networks.
Modern autonomous systems are not single monoliths. They are complex constellations of sensors, actuators, and compute nodes fighting for bandwidth.
We solve the hard problems of Bus Contention, Latency, and Synchronization that cripple real-world deployments.
Humanoid Architecture
Full-stack communication design for high-DOF bipedal robots. Real-time etherCAT/CAN-FD optimization.
Swarm Protocol Design
Mesh networking strategies for drone swarms and warehouse fleets. Robustness in noisy environments.
Digital Proving Grounds
Simulation-in-the-loop environments for verifying distributed behavior before hardware integration.
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Dr. Marcin Szczodrak
Founder & Chief Architect
Veteran systems architect bridging the gap between cutting-edge AI and industrial hardware.
- Tesla: Built control systems for Megapack and Powerwall, accelerating the grid's transition to sustainable energy.
- Google X (Intrinsic) & Brain: Pioneered Industry 4.0 robotics and reinforcement learning for physical control (ping pong robotics).
- Nest: Shipped critical firmware for the Nest Thermostat (3rd Gen & E).
- Figure AI: Architected the initial software infrastructure and Humanoid Management Systems from scratch.
Holds a PhD in Computer Science from Columbia University.