Reflex control architecture

The reflex layer
robots have been missing.

Hinoki couples sensor input directly to actuation — continuously, at hardware speed — eliminating the discrete inference steps that make current robots brittle.

Tsukuba, Japan·Antler Japan 2026·Hardware validation underway
1 kHz
Control frequency
1 ms
End-to-end latency
0 inference steps
In the reflex path
3 target markets
Humanoid · Industrial · Defense
Core Architecture

Built from biological principles.

Current robotic control stacks were designed for capability, not speed. Hinoki's architecture is designed around a single constraint: latency cannot exist in the reflex path.

Architecture

Direct sensor-actuation coupling

Every control cycle reads sensors and commands actuators in the same hardware tick. No operating system scheduling. No network hops. No inference queue.

Performance

Reflex speed at >1 kHz

The control loop closes in under one millisecond — faster than a human blink reflex. This is not a software optimization; it is an architectural constraint. Continuous-time processing eliminates the memory access and inference overhead that drives power consumption in digital control stacks.

Safety

Continuous, not episodic

Traditional stacks respond to events. Hinoki's architecture adapts continuously. No discrete state transitions. No latency cliffs. Failure modes are bounded by physics, not software.

Target Applications

Where latency is not optional.

01
Humanoid Safety

Real-time contact response. The robot reacts before the central controller finishes its first inference pass.

02
Industrial Manipulation

Force-controlled assembly at production throughput. Sensor feedback closes the loop at the actuator, not the server.

03
Defense & Autonomous

Unpredictable terrain, adversarial conditions. The reflex layer keeps the platform stable while high-level planning continues. Platforms that lose a limb or a rotor continue operating. The reflex layer adapts to the new physical state in real time.

Work with us

Hardware validation is underway.

We are in active conversation with robotics engineers and research institutions across Japan, and selectively opening co-development discussions. If your platform requires reflex-speed control, let's talk.