New capabilities on The Universal AI Platform™ aim to unify, govern, and scale AI agents across diverse IT environments.
Unveiled today in Dubai, the new set of features expands Dataiku’s Universal AI Platform to help enterprises create, manage, and optimize AI agents at scale, while maintaining strict governance and control. The move comes as organizations increasingly integrate GenAI into business operations but struggle with agent sprawl, quality inconsistency, and mounting technical debt.
“Companies are on the verge of repurposing two decades of enterprise applications built on systems like Snowflake, Workday, and SAP with a new layer of AI-native applications,” Douetteau added. “These applications demand a combination of analytics, models, and agents that only Dataiku can deliver.”
“AI is raw power — and it’s time for companies to take control,” said Florian Douetteau, co-founder and CEO of Dataiku.
According to the company, over 20% of Dataiku’s customers are already embedding GenAI into their workflows, with multiple clients operating more than 1,000 active use cases. The new AI Agents offering aims to bring much-needed structure to this expansion.
Among the new features are centralized agent creation tools, offering both no-code and full-code options, managed agent validation, a GenAI Registry for strategic oversight, and built-in risk sign-off processes.
Dataiku’s LLM Mesh Architecture further strengthens enterprise control, enabling organizations to securely manage model access across a variety of providers — including OpenAI, Anthropic, AWS, Azure, and open-source alternatives — while applying flexible guardrails through the Safe Guard framework.
The platform also introduces comprehensive observability and continuous optimization tools. Trace Explorer offers full transparency into agent operations, while Quality Guard and Cost Guard help businesses monitor agent performance and control usage costs in real time.
With full compatibility across leading cloud and data platforms like Snowflake, Databricks, Microsoft, AWS, and Google, Dataiku’s Universal AI Platform positions itself as a one-stop solution for embedding agentic AI directly into enterprise data ecosystems.