Dataiku

Dataiku is an enterprise platform for building, deploying and governing data pipelines, machine learning models, generative AI applications and agents in one place. Analysts work in a visual interface while data scientists and engineers write Python, SQL or R in the same projects, and IT keeps a single point of control over what runs where. The stated goal is to move organizations from scattered AI experiments to governed production use. It is built for large organizations in banking, life sciences, retail, manufacturing, utilities and the public sector. Data preparation, feature engineering, model training and deployment are core, and the LLM Mesh layer sits between applications and the language model providers a company chooses, adding cost control, security and the ability to swap models. Agent Management tracks agents across the enterprise, Cobuild gives business users a natural language interface for building with agents, and the Expert to Agent approach coordinates agents, models, data and human review inside one workflow. Dataiku Govern adds oversight and approval workflows, and the platform runs across multiple clouds and on customer infrastructure. Dataiku publishes no prices; commercial editions are sold through sales conversations. Two ways to try it are free. A 14 day cloud trial needs no credit card and includes all features except Govern and the advanced LLM Mesh, limited to two users, one API service, 4 CPUs and 32 GiB of elastic compute, with extensions available on request. The self hosted Free Edition installs on Mac, Linux and, experimentally, Windows for teams who prefer local control. Dataiku has held a Leader position in the Gartner Magic Quadrant for AI Platforms for Data Science and ML for five consecutive years, according to its site.