Dataiku

The Platform for AI Success

Dataiku positions itself as an enterprise orchestration layer for AI, sitting above data platforms, cloud infrastructure, and AI services. It lets business experts and engineers build analytics, machine learning models, and AI agents in one governed environment, with centralized control over agents, models, and data across multi-vendor environments. The company reports $350M in ARR, 750+ customers worldwide, and 1,200+ employees across 13 offices.

12 alternatives to Dataiku

Ranked by how well each tool replaces Dataiku: shared features, audience, price and popularity.

DataRobot
DataRobot: Unified Agent Workforce Platform for Enterprise.
Covers 0 of 15 key features and has a free plan.
Free plan
67 out of 100 matchContact sales
AI21 Labs
AI Systems Built for the Enterprise
Covers 0 of 15 key features and has a free plan.
Free plan
63 out of 100 matchUsage-based
Datasaur
Private AI for regulated enterprises, deployed on your own infrastructure
Covers 0 of 15 key features.
62 out of 100 matchContact sales
Dataloop
The AI-ready Data Stack
Covers 0 of 15 key features.
60 out of 100 match—
Scale AI
Reliable AI systems for critical decisions
Covers 0 of 15 key features.
59 out of 100 matchContact sales
Databricks
Build and run apps, agents and AI on your data
Covers 0 of 15 key features and has a free plan.
Free plan
58 out of 100 matchUsage-based
Snowflake
Snowflake AI Data Cloud
Covers 0 of 15 key features and has a free plan.
Free plan
58 out of 100 matchUsage-based
Denodo
The AI Data Layer Company
Covers 0 of 15 key features.
57 out of 100 match—
Datacurve
Custom data for long-horizon reasoning, software engineering, and data science.
Covers 0 of 15 key features.
57 out of 100 match—
deepset
The sovereign AI platform for agents.
Covers 0 of 15 key features, has a free plan and is open source.
Free planOpen source
57 out of 100 matchFree
Weights & Biases
The AI developer platform to build AI agents, applications, and models with confidence.
Covers 0 of 15 key features and has a free plan.
Free plan
57 out of 100 matchFree
H2O.ai
End-to-end GenAI platform for private, protected data, deployable on airgapped, on-prem or
Covers 0 of 15 key features and is open source.
Open source
56 out of 100 match—

Key facts

Starts at: —
Free plan: No
Free trial: Yes
Open source: No

What it does

Visual agents code agents for building structured multi step agents using visual logic blocks or full code frameworks
Agent hub multi agent orchestration for centralizing agent creation collaboration lifecycle management and routing tasks across agents models and tools
Dataiku llm mesh for abstracting and switching llm providers with centralized routing quotas monitoring and safety controls
Visual ml automl for code free and assisted model building validation and comparison
Unified flow deployment automation for moving models to apis batch scoring or production pipelines
Model registry lifecycle governance with approval workflows lineage performance monitoring and regulatory documentation
Visual code recipes python r sql for data preparation fully documented and versioned in the flow
Ai assistants for generating preparation steps sql queries and flow creation plans from natural language
Data lineage quality rules and dataset certification embedded in analytics pipelines
Extensive data connectors snowflake databricks redshift s3 apis enterprise systems with sql spark kubernetes or gpu compute
Unified execution layer for running agents analytics workflows and ml models in shared production pipelines
Third party agent orchestration across snowflake cortex databricks vertex ai bedrock and more
Centralized ai inventory unified registry of datasets models agents and projects with ownership status and approval tracking
End to end lineage explainability tracing data features models and agent decisions
Continuous monitoring risk controls for model drift bias llm usage cost and performance with structured approval workflows

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