Dataiku to launch unified AI agent management tool

Dataiku has announced the upcoming October launch of ‘Agent Management,’ a tool designed to track and manage AI agents across various enterprise platforms. The solution aims to address the growing difficulty companies face in maintaining visibility over AI systems deployed across fragmented environments.

According to IBM’s ‘AI in Motion’ research, fewer than 20% of organizations can fully identify and keep their operational AI systems up to date. Dataiku’s tool provides a unified list that integrates agents from multiple providers, including AWS Bedrock, Databricks, Google Vertex, Microsoft Copilot Studio, Azure Foundry, Salesforce Agentforce, and Snowflake Cortex. It also supports OpenTelemetry for custom environments.

The platform automatically identifies the tools and models used by each agent, allowing administrators to monitor technical performance and business value. For high-risk agents—such as those handling sensitive data or real-time transactions—the system tracks authentication status, risk factors, and testing results to provide audit trails for regulators. Dataiku CEO Florian Duetoy stated that the tool helps companies move beyond guesswork to understand the actual status and value of their deployed AI agents.