Dataiku

Dataiku brings data preparation, analytics, machine learning and AI agents into one governed platform used by large companies. Analysts work visually while data scientists write code, and both share the same projects, deployments and controls.

Visual ML and AutoML let analysts build and compare models without code, while full-code environments suit data scientists. Projects move from experiments to APIs, batch scoring or production pipelines inside one flow, with a model registry, approval workflows, lineage and monitoring handled by Dataiku Govern.

For generative AI, teams build visual or code-based agents that combine prompts, tools, APIs and models, and manage them in an Agent Hub. The LLM Mesh routes requests across LLM providers with central quotas, monitoring and safety controls, so companies can switch models without rewriting projects.