Dataiku

Dataiku is an enterprise platform for data science, machine learning, and AI application development. It provides a collaborative environment where business experts, data analysts, and engineers build, deploy, and monitor predictive models and generative AI applications.

The platform supports end-to-end data processing and workflow orchestration across multi-cloud and on-premises environments. It combines visual visual interfaces with full-code flexibility, allowing cross-functional teams to automate data pipelines and operationalize AI solutions securely.

With dedicated governance and agent management capabilities, Dataiku allows organizations to track AI agent lifecycles, monitor performance, and enforce compliance guardrails across internal and third-party AI frameworks.

Key features

• Cobuild agentic interface: Enables users to explore datasets, construct AI workflows, and oversee operations using natural language prompts.
• LLM Mesh: Provides centralized routing, cost controls, and guardrails for integrating large language models and RAG applications.
• Agent Management: Scans and inventories AI agents across multiple enterprise platforms to track health, usage, and token expenditure.
• Dataiku Govern: Enforces project tracking, risk assessments, and sign-off workflows across the development lifecycle.
• Expert-to-Agent (E2A): Connects structured reasoning, enterprise data, and human oversight to build multi-agent decision systems.
• Data prep and ML pipelines: Offers visual data transformation recipes along with automated machine learning and model deployment capabilities.