Dataiku for AI & ML

Enjoy an All-in-One Code Environment

Dataiku provides a standardized development environment for data scientists who prefer code over visual tools. Data scientists can effortlessly operate from notebooks and IDEs, efficiently manage virtual environments, organize code with versatile libraries, and foster collaboration through seamless Git integration for version control.

Access Always-On Data & Compute Resources

Want to spend more time doing data science and less time setting up backend resources? Dataiku makes dealing with large AI and machine learning data workloads a breeze. Take advantage of elastic and highly scalable computing systems   with Dataiku’s modern pushdown architecture.

Discover & Reuse Assets for Maximum Efficiency

Data scientists of all types — from citizens to experts — can leverage automatic feature generation and other capabilities to expedite this important yet time-consuming task. Data teams can discover, explore, and reuse reference datasets containing curated features in Dataiku’s central feature store, reducing the time spent reinventing the wheel.

Build Enterprise-Ready Generative AI Applications

With Dataiku’s LLM Mesh, Prompt Studios, and retrieval-augmented generation (RAG) capabilities, data scientists can quickly enrich their models and projects with Generative AI, using all of the latest large language models (LLMs) and services, all in an IT-approved environment.

Dedicated LLM Mesh components for AI service routing, PII screening, LLM response moderation, performance and cost tracking, and auditing of entire application flows means maximum control and performance.

Save Time With AutoML or Go Deep With Custom ML

Build and evaluate production-ready models fast with Dataiku AutoML, which also includes built-in guardrails and white-box explainability for citizen data scientists

Advanced data scientists can extend Dataiku’s AutoML capabilities by programmatically developing custom models or by importing models developed with MLFlow. Regardless of where a model is developed, Dataiku remains the central platform for model deployment and management.

Deploy, Monitor & Automate the AI Lifecycle

Deliver continuous, high-quality outputs for business applications with one central place for machine learning model and AI project deployment, monitoring, and management in production. With Dataiku, data scientists, machine learning engineers, and operators can scale their work without succumbing to the burden of project upkeep with automated drift monitoring, maintenance,  and much more.