Runs on the robot
No cloud round-trip — deterministic, sub-cycle latency at the edge.
Reflex · GripSim
Reflex
On-robot edge runtime for low-latency closed-loop manipulation.
Overview
What Reflex does
An optimized on-robot runtime that loads a compiled GripSim policy and world model and runs the perception→prediction→actuation loop at control-loop latency, with fleet updates and safety limits.
- Runs on the robot
- TensorRT-optimized
- Fleet OTA updates
- Safety limits
Key features
Inside Reflex
Built to be GPU-essential, NVIDIA-aligned, and production-ready.
TensorRT-optimized
Models compiled for the target Jetson for speed and efficiency.
Fleet OTA updates
Push new policies across a fleet with NVIDIA Fleet Command.
Safety limits
Built-in guards on force, speed, and workspace bounds.
Clean robot API
A simple interface for the OEM's controller to call.
Edge sensor I/O
Handles real-time vision and tactile streams on-device.
Specs
Technical specifications
| Target HW | NVIDIA Jetson Thor / Orin |
|---|---|
| Optimization | TensorRT + CUDA |
| Latency | Control-loop rate (target sub-cycle) |
| Fleet | NVIDIA Fleet Command OTA |
| Streams | Holoscan / DeepStream |
| Delivery | NVIDIA AI Enterprise |
Gallery
Reflex in action
Use cases
Where Reflex fits
- Real-time bin-picking on live cells
- Reactive machine tending
- Humanoid on-board control
- Multi-robot fleet deployments
Pricing
Ways to deploy Reflex
Start free. Scale to a fleet. Pricing shown is indicative, pre-launch.
Pilot
Project
- Scoped pilot
- Engineer support
- Benchmark report
Scale
Usage
- Production license
- Fleet updates
- Priority support
Enterprise
Custom
- Custom SLAs
- On-site support
- Roadmap input
FAQ
Reflex questions
Does it require NVIDIA hardware?
Yes — Reflex is GPU-essential; see the specs above for the exact stack.
Can I use it standalone?
Yes, Reflex works on its own and integrates with the rest of the GripSim stack.
How do I get started?
Talk to our team for a scoped pilot tailored to your robot and task.
Related
Explore the rest of the stack
Dextra
Cross-embodiment VLA manipulation foundation model + fine-tuning toolkit.
Explore Dextra →
Tactyl
Tactile-and-vision contact world model that predicts grasp outcomes.
Explore Tactyl →
Simdex
Domain-randomized manipulation simulation + data-generation engine.
Explore Simdex →Why GripSim
Built for production robotics
The manipulation layer teams ship with, not a research demo.
Cross-embodiment by design
One policy runs across many grippers and hands — no per-robot rewrite.
Closed-loop with touch
Tactyl predicts slip and force so grasps react before they fail.
Runs on the robot
Reflex executes on Jetson at control-loop latency, with safety limits.
A moat that compounds
Every deployment feeds the shared model through the data flywheel.
Stay in the loop
Manipulation research, in your inbox
Benchmarks, sim-to-real notes, and product updates. No hype, no spam.
Put Reflex to work
Tell us your robot and task — we'll scope a pilot.