LLMOps & AgentOps With Dataiku

Manage large language models (LLMs) and AI agents efficiently, ensure compliance, optimize costs, and leverage generative AI safely across multiple business applications — all with Dataiku.

Get Unparalleled Flexibility via the LLM Mesh

The Dataiku LLM Mesh makes it easy to connect with different LLMs, whether from providers like OpenAI, Anthropic, and AWS Bedrock or from self-hosted models on Hugging Face. Teams can mix and match models to fit their needs, choosing the right one for each task — all with the right level of governance and control.

With this setup, users can quickly test and swap LLMs without breaking workflows. Whether experimenting before launch or updating models already in production, Dataiku makes it simple to adjust and optimize results on the go.

Learn More About the Dataiku LLM Mesh

LLM Evaluation & Monitoring with dataiku

Address Quality Through LLM Evaluation & Monitoring

With Dataiku, evaluate and automate for robust LLMOps practices, triggering alerts if models aren’t meeting standards.

Track how well LLMs perform by comparing them to other model results or ground truth. Statistical or LLM-as-a-judge metrics give a full view of model performance, ensuring each LLM works as expected across different use cases.

In addition, with human-in-the-loop labeling, teams can step in to review results when needed. Users can also manually tag LLM outputs with text labels or free-text annotation, making sure the results align with business needs.

Improve, Monitor, Iterate — All in One Place

In LLMOps and AgentOps, solving issues often means going upstream to refine parts of the pipeline. Dataiku is the only platform that provides enterprise-grade builder tools and all of the tools for monitoring GenAI applications and AI agents in production — all in one platform.

If performance problems arise, users can quickly jump into Prompt Studios, experiment with new prompts, and push updates directly into their flow. For Agents, Dataiku provides traces explorer, a complete visual system to help debug AI agents.

Explore How Dataiku Helps Customize GenAI Workflows

dataiku generative ai applications screen

Deploy GenAI & Agents for the Entire Business

Develop and share GenAI-powered web applications with end users using a scalable, enterprise-ready framework. Dataiku Answers is a packaged, scalable web application democratizing LLM-powered conversational use-cases fueled by retrieval-augmented generation (RAG), trusted datasets, or documents brought by specific users.

For those looking to build more customized applications, Dataiku also supports popular frameworks like Streamlit, Dash, R Shiny, and others. Whether you use built-in tools or custom code, Dataiku ensures your GenAI applications are easy to develop, deploy, and make accessible to the people who need them most.

Discover How Dataiku Answers Lets You Talk to Your Data in No Time

Govern All Things GenAI

Dataiku Govern ensures LLMOps and AgentOps practices align with AI governance standards with gates and sign-offs, making sure that each step in the LLM lifecycle — from experimentation to production — meets compliance requirements.

A full audit log captures which LLMs are used and how end users interact with them, providing transparency and control over GenAI operations. An LLM Registry allows to qualify LLM suitability and enforce usage guardrails; confidently manage documentation, track costs, monitor performance, and identify suitable use cases for each LLM in one place.

More About AI Governance With Dataiku

Go Further With Dataiku LLMOps

Read the Generative AI Documentation

Learn How to Conduct an LLM Evaluation

Read the Documentation On Retrieval-Augmented Generation

Learn More About The Dataiku Prompt Studio

Read the Documentation On Fine-Tuning Models

Learn More About Dataiku Answers

Ready to chat?

Contact us to see how Dataiku, The Universal AI Platform™, can help you monitor and manage LLMs across your organization