Aurora Labs Closes $110M to Accelerate Neural-Simulation Chips and Ships First Dev Kit

AI · 6 min read

Led by Frontier Capital with participation from several strategic industrial investors, the round positions Aurora Labs as a contender in domain-specific accelerators. The company finished tape-out of its first chip generation and is distributing dev kits to robotics partners.

The Aurora Dev Kit combines the accelerator with a real-time OS and SDK optimized for spatiotemporal neural networks used in control and sensor fusion. Aurora claims up to 8x power reduction compared to off-the-shelf GPUs for certain robotics workloads.

Robotics partners have used the kit to run onboard perception and policy inference for mobile manipulators and drones, enabling longer endurance and lower thermal budgets. Aurora also provides a cloud synthesis pipeline to map trained models to chip primitives.

Challenges ahead include software ecosystem maturity and tooling for porting diverse model families. Aurora plans extensive developer outreach, training, and partnerships with real-time middleware vendors to accelerate adoption.