Dataiku Agent Management

Know if your AI agents are delivering value. Discover AI agents across platforms, and see the value each one brings to your business.

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Govern at scale

Monitor your entire agent landscape.

Manage AI agents with full visibility and control

Discover every agent, wherever it was built

Scan agents across platforms into one inventory, each agent with an owner and a purpose.

See whether each agent is working

Track usage, cost, and quality against each agent's purpose. Catch drift before users report it.

Control the risk, on the record

Certify agents, test them on a schedule, and keep the risk record ready for auditors.

One place for every agent, across every platform

Companies run agents across many platforms with no complete list of what exists. Agent Management scans those platforms into one inventory, so every team can see what it's running, who owns it, and what it's for.

Watch the agent itself, not just the machine it runs on

Infrastructure monitoring tells you a server is healthy, not if your agent has drifted. Agent Management measures each agent as an agent: its users, its cost, its quality, and its business value.

Agent management - Watch how the agent behaves, not just if it is running

When an agent carries real risk, keep the record

Certify which agents are cleared to run, assess each against named risks and their mitigations, and re-run tests on a schedule. When an auditor asks, the record is already there to export.

Oversee agents from the platforms your teams are using

Loved by customers and recognized by analysts

Dataiku named a Leader in the 2026 Gartner® Magic Quadrant™

For the fifth consecutive year, Dataiku has been named a Leader in the Gartner® Magic Quadrant™ for AI Platforms for Data Science and ML, once again recognized for both "Completeness of Vision" and "Ability to Execute."

“The platform is intuitive, collaborative, and streamlines workflows from data prep to model deployment. Dataiku has truly transformed how we handle data!”

Data scientist

Retail

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Scale AI agents with full control by creating, connecting, and operationalizing them within governed workflows.

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Scale expertise with production-ready AI agents grounded in enterprise data, structured reasoning, and human oversight.

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WEBINAR SERIES

Watch the web series: Governing AI Agents

AI agents are moving from prototypes to production, but only when they’re reliable, safe, and well-governed. In this webinar series

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Read on the blog

Every enterprise is building agents. Almost none can account for them.

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Why traditional observability misses AI agent failure

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The invisible fleet: why agent sprawl is now a compliance liability

Frequently asked questions

Dataiku Agent Management is a standalone product that gives an organization one place to discover, monitor, and manage the risk of all its AI agents, wherever they were built.

Dataiku Agent Management connects to the platforms where teams create agents: Microsoft Copilot Studio and Azure Foundry, Salesforce Agentforce, AWS Bedrock, Google Vertex, Databricks, Snowflake Cortex, and Dataiku itself.

No. A gateway sits between agents and their tools and controls traffic. Agent Management sits above the agents and keeps track of them. For agents built in Dataiku, the LLM Mesh already plays the gateway role, and Agent Management sits on top of that too.

Agent Management connects to third-party frameworks through native APIs and log streams. Users simply select the framework, authenticate, and the system automatically scans and inventories the agents. The depth of integration depends on what each platform exposes, with deeper integrations actively being developed.

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Get introduced to the latest features of the platform for AI success and explore what AI success will look like for you.