Dataiku Agent Management inventories, monitors, and governs AI agents across enterprise platforms.
Dataiku Agent Management is designed to inventory agents across multiple connected platforms rather than limiting oversight to agents built in one environment. The company describes visibility into ownership, purpose, usage, cost, quality, and risk across an organization’s agent estate.
Its monitoring and governance functions are combined: teams can assess risk, record certification, schedule tests, and retain audit evidence alongside operational measures. This offers a centralized review surface for enterprises whose agents are distributed across cloud, data, and application platforms.
Dataiku states that third-party integrations rely on native APIs and log streams, and that integration depth depends on what each platform exposes. The product page also notes that deeper integrations are being developed, so coverage may vary by environment rather than providing identical visibility across every platform.
The public material reviewed does not provide customer pricing, a complete integration matrix, or independent comparative performance measurements. Buyers evaluating fit may therefore need to validate the available telemetry, controls, and data depth for the specific agent platforms they operate.
Dataiku announced the Agent Management product on September 24, 2026, describing it as a standalone offering for discovering and monitoring agents across enterprise platforms. The company’s announcement covered an inventory of agents and tools for tracking performance, risk, and ownership.
The dated release said general availability was planned for October 2026, while Dataiku’s current homepage subsequently labeled the product generally available. The public launch announcement is dated; the exact general-availability timing is not stated here as settled.
Dataiku Agent Management consolidates AI agents discovered across connected enterprise platforms into an inventory that records ownership and purpose. It tracks agent usage, cost, quality, and behavior over time, helping teams review whether agents remain aligned with their intended role.
The product supports enterprise oversight through risk assessment, certification records, scheduled tests, and audit evidence. Dataiku documents connections to AWS Bedrock, Databricks, Google Vertex, Microsoft Copilot Studio and Azure Foundry, Salesforce Agentforce, Snowflake Cortex, and Dataiku, with OpenTelemetry support for custom environments.