Dataiku Unveils Agent Management for Seamless AI Agent Oversight

Dataiku has introduced Agent Management, a product designed to monitor and control AI agents across various platforms within an enterprise. The company stated that large businesses often struggle with managing software assets and license renewals, but frequently lack knowledge about who operates AI agents and what risks they pose.

A survey by IBM, cited by Dataiku, found that fewer than 1 in 5 organizations maintain a comprehensive and up-to-date inventory of AI systems. Agent Management connects to multiple execution environments to create a single inventory of agents, covering those built on Salesforce Agentforce and services from Amazon Web Services, Microsoft, Google, Databricks, Snowflake, Dataiku's own agents, and custom environments.

Each agent entry displays the tools and models it depends on, allowing administrators to check its functionality. For high-risk agents, authentication status and identified risks are recorded. Users can also ask questions in natural language, such as where risks are concentrated and which agents deliver low performance relative to cost.