# Workload API

> Workload API - Deploy AI workloads on DataRobot using a unified compute abstraction for
> containerized services.

This Markdown file sits beside the HTML page at the same path (with a `.md` suffix). It summarizes the topic and lists links for tools and LLM context.

Companion generated at `2026-05-06T18:17:09.610222+00:00` (UTC).

## Primary page

- [Workload API](https://docs.datarobot.com/en/docs/api/dev-learning/workload-api/index.html): Full documentation for this topic (HTML).

## Sections on this page

- [Documentation overview](https://docs.datarobot.com/en/docs/api/dev-learning/workload-api/index.html#documentation-overview): In-page section heading.
- [Quick links](https://docs.datarobot.com/en/docs/api/dev-learning/workload-api/index.html#quick-links): In-page section heading.

## Related documentation

- [Developer documentation](https://docs.datarobot.com/en/docs/api/index.html): Linked from this page.
- [Overview](https://docs.datarobot.com/en/docs/api/dev-learning/workload-api/overview.html): Linked from this page.
- [Getting started: Run a test container](https://docs.datarobot.com/en/docs/api/dev-learning/workload-api/getting-started.html): Linked from this page.
- [Tutorials](https://docs.datarobot.com/en/docs/api/dev-learning/workload-api/tutorials/index.html): Linked from this page.
- [Monitoring and observability](https://docs.datarobot.com/en/docs/api/dev-learning/workload-api/monitoring.html): Linked from this page.
- [Best practices and troubleshooting](https://docs.datarobot.com/en/docs/api/dev-learning/workload-api/best-practices.html): Linked from this page.
- [API reference](https://docs.datarobot.com/en/docs/api/dev-learning/workload-api/api-reference.html): Linked from this page.

## Documentation content

The Workload API provides a unified compute abstraction for running AI workloads on DataRobot. Use it to deploy containerized applications, agents, and inference services with governance, versioning, and observability built in.

> [!NOTE] Private preview
> The Workload API is available as a private preview. API version: v2.41.

## Documentation overview

| Topic | Description |
| --- | --- |
| Overview | Core concepts, object model, and how components work together . |
| Getting started: Run a test container | Deploy your first container using the Workload API. |
| Tutorials | Step-by-step guides: deploy production-ready artifact, iterate then deploy. |
| Monitoring and observability | OpenTelemetry integration, metrics, logs, and traces. |
| Best practices and troubleshooting | Container design, production deployments, and common issues. |
| API reference | REST API endpoints, schemas, and HTTP status codes. |

## Quick links

- Workloads — /api/v2/console/workloads/
- Artifacts — /api/v2/registry/artifacts/
- Deployments — /api/v2/console/deployments/
- Workload invoke — /api/v2/endpoints/workloads/{workloadId}/
- Deployment invoke — /api/v2/endpoints/deployments/{deploymentId}/