AI agents built on a foundation of reliability

AI agents built on a foundation of reliability

AI agents promise powerful ways to streamline operations, lower costs, and boost productivity. CoreWeave Cloud is purpose built to help you deploy agents in production, train and iterate on them with company-specific data so they meet your reliability and performance requirements.

Productionize AI agents

Agents offer endless business opportunities, from enhancing customer support to innovating product designs and optimizing supply chains. But it’s rare that you can simply plug and play pre-trained foundation models or AI copilots into existing workflows. To be production ready for real users, you need to customize the LLMs for your specific task and build an agent harness around them to perform business tasks reliably, safely, and efficiently. Building AI agents requires a new set of tools purpose built for experimentation and rapid iteration.

The platform purpose-built to launch agents with confidence

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Accelerate agent iteration

Clearly visualize complex agent rollouts and gain insights into agent behavior. Evaluate agents quickly using pre-built, third-party, or homegrown scorers—and shorten the iteration cycle with every run.

Deliver reliable, fast, and efficient agents

Improve reliability, latency, and cost-efficiency for production workflows by fine-tuning pre-trained LLMs on your company’s proprietary data. Tailor them for specific agentic tasks, and enable your agents to learn continuously on the job to exceed user expectations.

Safeguard your brand and users

Mitigate the impact of hallucinations and prompt attacks. We help you implement effective guardrails that control your agent’s behavior in real time. It also helps catch harmful edge cases in production and add them to your evaluation dataset for the next iteration.

Agent development workflow

Explore models and prompts in the W&B Weave Playground, then prototype your agent with Weave tracing for visibility and quick debugging. Post-train the agent using Serverless RL and iterate with experiments and Weave Evaluations. Observe and refine agent behavior in production with Weave Monitors.

CoreWeave Cloud: The Essential Cloud for AI

CoreWeave Cloud accelerates every stage of AI development with purpose-built infrastructure, high-performance data systems, and Mission Control enabling intelligent orchestration. From training to inference, it delivers unmatched speed, scalability, and reliability. With integrated security, observability, and expert support, CoreWeave empowers every AI pioneer to bring breakthroughs to market at light speed.

Build AI agents for automated driving

W&B Weave has been great, not just tracking results and logging experiments, but evaluating inputs and outputs, fixing bugs faster, and giving us great metrics.

Suigen Koide
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Head of Automated Driving , Woven by Toyota

Trusted by leading AI labs, platforms, and enterprises

These customers trust CoreWeave for their business-critical AI workloads.

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IBM
Rime

Frequently Asked Questions

What makes CoreWeave different for building AI agents?

Why can’t I just use a pre-trained LLM or AI copilot out of the box?

How does Weights & Biases help with agent development?

How does CoreWeave ensure performance and reliability in production?

How can I safeguard my agents and protect my brand?

Who’s already building with CoreWeave and W&B?

Fully Connected | On-Demand Session

Building the document context layer for AI agents

Discover how AI agents can understand, reason over, and automate workflows across enterprise documents. In this session from CoreWeave’s Fully Connected event, LlamaIndex Co-Founder and CEO Jerry Liu explores advances in document processing and agent orchestration, real-world use cases, and the challenges of scaling document automation.

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 A primer on building successful AI agents

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Deploy agents faster. Outperform expectations.

Move from prototype to production on the AI cloud built for speed and scale.