Dataiku

Dataiku is an enterprise AI platform that combines machine learning, generative AI and agent building with built-in governance. It targets large organisations where business experts and engineers collaborate under IT-defined guardrails.

Dataiku is an enterprise AI platform that brings model building, agent delivery and oversight into one environment. It is aimed at large organisations where business experts and technical teams need to work on the same projects while IT keeps control over what reaches production. The vendor positions it around three ideas: people, orchestration and governance. In practice, teams use Dataiku to move from raw data to production AI without switching tools. The platform covers data science and machine learning, and it also handles generative AI and agents. Models, agents, rules and human review steps can be chained into governed workflows that run a complete business process end to end. Business experts build inside guardrails that IT defines, and oversight sits in every stage, so approvals and testing happen before anything ships. Recent additions include Agent Management, which tracks every agent across a company's platforms, including those built elsewhere, along with cost, performance and risk, and manages their lifecycle. Cobuild is a natural-language interface for exploring data, building governed AI and overseeing running agents. Expert-to-Agent coordinates agents, models, data and human judgment inside a single system. The platform is described as running on the clouds, data platforms and models a company already uses, and continuing to work when those change. Customer stories on the site come from large enterprises in pharma, insurance, manufacturing, banking and energy. They cite generative AI prototypes built in under two days, RAG chatbots saving 1,600 hours a month, and insights across more than 50 manufacturing sites. Dataiku also reports being named a Leader in the 2026 Gartner Magic Quadrant for AI Platforms for Data Science and ML for the fifth consecutive year. Among alternatives, Dataiku sits at the heavyweight end: a broad, governance-focused platform rather than a lightweight analytics app or a single-purpose AutoML tool. It suits organisations that want a shared environment for analysts, data scientists and engineers, and that need audit trails and agent oversight at scale.