NVIDIA Isaac

Drive the product through a documented public API G

Agent access

Connect an agent via an official MCP server G

Agent access

Delegate tasks to a built-in AI assistant inside the product G

Agentic features

Plug MCP servers into this product so it can use their tools G

Agent access

Build against official SDKs G

Agent access

Run the product headlessly / in CI for automation G

Agent access

Download a machine-readable API spec (OpenAPI or equivalent) G

Api quality

Explore an interactive API reference with runnable examples G

Api quality

Point an agent at llms.txt or agent-oriented docs G

Agent access

Rely on versioned APIs with a documented deprecation policy G

Api quality

Use an official CLI G

Agent access

Get AI-generated insights and suggestions from my data inside the product G

Agentic features

Issue scoped/least-privilege API credentials for an agent G

Agent access

Operate the product with natural-language commands G

Agentic features

Set up automations that run autonomously in the background G

Agentic features

Subscribe to events via webhooks G

Agent access

Test against a sandbox environment without touching production data G

Api quality

Simulate my robot and its environment with realistic physics and sensor models before touching hardware C

Sim

Self-host the core product G

Bring up a new robot — drivers, configuration, first motion — in hours rather than weeks C

Bring up

Export all of my data in open formats and leave G

Swap sensors and actuators behind stable hardware-abstraction interfaces without rewriting application code C

Bring up

Build against official, typed SDKs in multiple languages (Python, TypeScript, Go, C++) that cover the platform's full surface G

Sdks

Have an AI agent authenticate with scoped credentials and command a real robot end-to-end through the platform's API or SDK G

Sdk agentic

Teleoperate a remote robot with live video and responsive control over real-world networks C

Teleop

Capture sensor and telemetry data on-robot and sync it to the cloud with bandwidth-aware policies C

Data

Define rules that trigger actions automatically on events G

Deploy software updates over-the-air to robots with staged rollouts and rollback C

Deploy

Implement emergency-stop and safety-interlock patterns the platform documents and supports C

Safety

Monitor the health, location, and status of a whole robot fleet from one dashboard C

Fleet

Prevent my data from being used to train AI models G

Generate synthetic training data and run reinforcement learning at scale in simulation C

Sim training

Integrate vision-language-action or robotics foundation models into my robot's autonomy stack through supported tooling G

Sdk agentic

Run the same robot code against simulation and the real robot without a rewrite C

Sim

Feed collected robot data into model training and deploy the improved model back to the fleet C

Data ml

Read the product's source under an open license G

Do everything through the API that I can do in the UI G

Integrate cameras, lidars, IMUs, and GPS with ready-made drivers and standard message types C

Sensors

Perform bulk operations across many items at once G

Run automated tests of robot software in CI, including simulation-based regression tests C

Deploy

Express a robot task in natural language and have the platform plan and execute it G

Sdk agentic

Query and export collected robot data through an API or SQL for offline analysis G

Data

Choose where my data is stored (region/residency) G

Control data retention and deletion G

Get alerts on robot faults, battery, and connectivity so issues are caught before customers notice C

Fleet

Inspect live topics, logs, and state on a deployed robot remotely to debug issues C

Teleop

My robots keep operating and buffer data locally when cloud connectivity drops, then recover cleanly G

Safety

Opt out of telemetry and usage tracking G

Push configuration changes across many robots at once with per-group targeting C

Fleet

Schedule recurring jobs or workflows G

Pull reusable packages or modules from a registry or ecosystem for common hardware and behaviors C

Ecosystem modules

Control with roles and permissions who is allowed to command, configure, or view each robot G

Safety

Route autonomy failures to a human intervention queue where an operator resolves and hands back control C

Teleop

Version, review, and roll back my automations G