Dataiku

What it does

Dataiku is an enterprise platform that brings data preparation, analytics, machine learning models, and AI agents into one governed environment. It takes in enterprise data from connected sources such as Snowflake, Databricks, Redshift, S3, and APIs, and produces prepared datasets, analytics outputs, deployed models, and agent-driven workflows. Work is documented and versioned in a shared Flow, where visual recipes and Python, R, and SQL code can be combined.

Teams use Dataiku to move models from experimentation to APIs, batch scoring, or production pipelines within one system, and to manage agents through Agent Hub, which routes tasks across agents, models, and tools. The LLM Mesh lets organizations switch between LLM providers with centralized routing, quotas, and monitoring. Governance features cover a model registry, approval workflows, lineage, and an AI inventory across datasets, models, agents, and projects.

Dataiku suits data scientists, analysts and enterprise teams that need a common environment for building and operating AI. A 14-day managed-cloud trial requires no credit card, but excludes Govern and advanced LLM Mesh. The trial page gives conflicting team-size limits, so confirm the current allowance during signup. A separate Free Edition can be installed locally on Mac or Linux, with an experimental Windows version. Commercial on-premises and hybrid deployments require discussion with sales.

What it can do

• Visual and code-based data preparation using visual recipes, Python, R, and SQL in a versioned Flow
• Visual ML and AutoML for building, validating, and comparing models
• Model deployment to APIs, batch scoring, and production pipelines with monitoring
• Multi-step agent building with visual logic or full-code frameworks, managed through Agent Hub
• LLM Mesh for abstracting and switching LLM providers with routing, quotas, and safety controls
• Model registry, lineage, approval workflows, and centralized AI inventory

Works with

• Snowflake
• Databricks
• Redshift
• S3
• Snowflake Cortex
• Vertex AI
• Amazon Bedrock

Example workflows

Prepare data and deploy a model

Illustrative example. Input: raw tables from a connected warehouse. Steps: join and clean data with visual recipes in the Flow, train and compare models with Visual ML or AutoML, then package and deploy the chosen model as an API or batch scoring job. Output: a versioned, documented pipeline with a deployed model and monitoring.

Route tasks across LLM providers

Illustrative example. Input: a business task requiring language model reasoning. Steps: define a multi-step agent in Agent Hub, configure LLM Mesh routing and quotas, and set monitoring and safety controls. Output: an agent workflow that can switch providers while logging usage and cost.

Before you choose

• The managed trial lasts 14 days and excludes Govern and advanced LLM Mesh.
• Confirm the trial user allowance: the signup page currently shows conflicting limits.
• Free Edition and commercial deployments have different capabilities and support; review the applicable requirements.

Listed under

• Data
• Analytics and BI
• AI agents
• AI governance
• Analytics
• Data prep
• Data science
• Enterprise AI

Get started

No credit card required; cloud workspace provisioned automatically.

1. Sign up for the 14-day free trial at the get-started page; the cloud instance is provisioned automatically.
2. Connect your data sources, such as a warehouse or S3 bucket, and invite up to the trial's user limit.
3. For local use, download the Free Edition for Mac, Linux, or Windows, following the installation instructions.

A local Free Edition is available. The managed-cloud trial lasts 14 days without a credit card; commercial pricing and deployment terms require confirmation.

We couldn’t find published prices for Dataiku. See their pricing page ↗

14-day free trial.

Sources for this overview

Product pages, documentation, and pricing checked 29 Oct 2026. Each source supports part of the overview; availability and prices can change.

• Dataiku | The Enterprise AI Platform for Analytics, ML & AI Agents ↗www.dataiku.com
• Start your Dataiku 14-day free trial ↗www.dataiku.com

Company website

dataiku.com: product, pricing and policy pages

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knowledge_base

Last checked 29 Oct 2026. Every field keeps its source and date; unknown means we couldn’t confirm it.