Serverless AI

Run containerized AI workloads on GPUs without managing infrastructure.
Serverless AI provides two execution models:

  • Jobs — run workloads to completion
  • Endpoints — serve real-time requests

Provision compute on demand, execute workloads, and release resources automatically.

Get to know Serverless

Understand how Jobs and Endpoints work, and how to move from running workloads to serving APIs.

Start building

The fastest way to get started is to run a Job or deploy an Endpoint.

Jobs

Execute workloads that start, run, and stop automatically. Run training and fine-tuning, batch inference pipelines, simulations, and data processing workloads.

Launch your first job

Endpoints

Deploy workloads as long-running services with a public interface to serve inference APIs, internal tools, evaluation services, and model endpoints.

Deploy your first endpoint

Core patterns

LLM inference

Serve large language models as real-time APIs using containerized endpoints with GPU acceleration.

Training and fine-tuning

Run GPU workloads that produce model artifacts.

Advanced workflows

RAG pipelines

Build retrieval and generation workflows that combine indexing, embeddings, and inference.

Agentic workflows — OpenClaw

Run agent-style pipelines with tool use, retrieval, and multi-step reasoning using OpenClaw.

Batch and data processing

Run pipelines for embeddings, ETL, and dataset preparation.

Guides coming soon

Verticals and domain workflows

Explore real workloads built on Jobs and Endpoints.

Life sciences (OpenMM)

Run molecular simulations and generate datasets on GPU.

Voice and Media

Build pipelines that combine batch processing and inference endpoints.

Robotics and Physical AI

Run simulation, control, and perception workloads for robotics systems, from dataset generation to policy evaluation.

Guides coming soon

Get started and explore more

Try Serverless in console

Join the community

Serverless cookbook

Jobs and Endpoints docs

Video walkthroughs

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