General Robotics

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Beyond the Black Box: How Agentic Architectures Unlock Truly General Robotics ->

AI Skills for Every Robot

Deploy-ready ai skills for every robot

General Robotics is building general-purpose intelligence for every robot in any form, across any real-world scenario. True generalist robots need more than just a foundation model. They must adapt across morphologies, be simple to program, and meet rigorous safety standards.

We believe general intelligence emerges from rich composition of robot skills — not just larger models. By combining modular AI skills, we enable robots to sense, reason, and act with precision. Our approach is data-efficient, interpretable, and built for safety-critical use.

AI skills for every robot

Skill composition via code synthesis

Simulation as a source of feedback

Fast deployment through cloud

GRID

General Robot Intelligence
Development Platform

Plug and Play AI Skills

Access diverse AI skills for perception, planning and action in the physical world.

Every Robot

Multiple robots with high fidelity simulations for zero-shot deployment.

Deploy through the Cloud

Unified deployment pipelines to deploy skills on robots in minutes using commercial cloud, on-prem or edge support.

40+

Pre-trained AI skills
and robot OEMs

< 1 day

Quick Adaptation
‍

< 15 mins

Fast Deployment
‍

25,000+

Concurrent robot
requests / GRID instance

Web-based playground for rapid prototyping and access to robot AI skills.
For individuals and hobbyist getting started with robot intelligence.

Cloud-first robot intelligence platform for quick deployment and adaptation of robot AI skills at scale.
For large organizations looking for advanced customizability, autonomy and scalability.

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Deploy through Cloud

Go from prototype to deployment in as little as 15 mins through GRID’s unified deployment pipelines APIs. Simplified deployment of AI skills on commercial cloud, on-prem or on edge to accommodate diverse use-cases.

Compose using an Agent

Leverage GRID’s agentic architecture to compose perception and action robot AI Skills for any form factor and deploy seamlessly.

Evaluate & Adapt in Sim

Use high-fidelity simulations like AirGen and NVidia Isaac Sim along with synthetic data generation and reinforcement learning workflows to fine-tune skills.

Scale across tasks and robot fleets

Scale AI skills seamlessly across robot fleets with inference of upto 25K+ concurrent requests, making intelligence accessible to every robot.

Join Us

We’re scientists, engineers, and builders behind some of the most widely adopted robotics and AI tools — from AirSim , Neural Simulation and VideoPoet to open-source projects like Tensorflow Object Detection, ChatGPT for Robotics, ClimaX, and PACT.

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Our research is grounded in deep learning and safety. We believe that general-purpose intelligence for robots won’t come from monolithic models, but from modular deep learning structures. Real-world deployment demands systems that are composable — modular, adaptable, and inspectable by design. Safety is not a layer to add later; it’s a foundation. That’s why we build mechanisms for blame assignment and interpretability into the architecture itself, ensuring accountable and reliable behavior from the ground up.

Beyond the Black Box: How Agentic Architectures Unlock Truly General Robotics