Dataiku
An end-to-end platform for data prep, machine learning and AI agents, with strong governance for regulated teams. Powerful and widely deployed, but pricing is enterprise and opaque (typically six figures a year). A free self-managed edition exists for small teams.
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Our take
Dataiku is an end-to-end platform for data prep, machine learning and, now, AI agents, with strong governance for regulated teams. It's powerful and widely deployed, but pricing is enterprise and opaque, typically a six-figure annual contract via sales. A free self-managed edition exists for small teams to learn on.
Best for
Larger organizations that need one governed platform for data prep, ML and AI work across technical and business users.
Pros
- Covers data prep through ML and AI agents
- Visual and code workflows in one place
- Strong governance and collaboration
- Free edition for small teams to start
Cons
- Enterprise pricing, six figures a year
- Opaque, sales-led, annual contracts
- Heavy to learn and administer
How it compares
Like Databricks or DataRobot (in our catalog), Dataiku targets enterprises; its edge is a friendlier blend of visual and code workflows with governance baked in.
Full review
Dataiku is one of the established end-to-end data platforms, covering data preparation, machine learning, MLOps and, increasingly, AI agents in a single environment that serves both code-first data scientists and visual, business-side users. Governance and collaboration are core strengths, which is why it shows up in regulated industries.
The honest caveat is cost and transparency: there's no public pricing, deployments are typically six figures a year on annual contracts through a sales process, and the platform takes real effort to administer, hence the low pricing-fairness mark here. A free self-managed edition lets small teams and individuals learn it, but the full platform is firmly enterprise. We list it as a notable backfill, not a value pick.
Cloudkart Trust Graph
3.8/5- Actual Utility4.5/5
Source: LLM scoring pass — composite-only catalog tools (2026-06)
- Ease of Use3.5/5
Source: LLM scoring pass — composite-only catalog tools (2026-06)
- Pricing Fairness2.5/5
Source: LLM scoring pass — composite-only catalog tools (2026-06)
- Reliability4.5/5
Source: LLM scoring pass — composite-only catalog tools (2026-06)
- Differentiation4/5
Source: LLM scoring pass — composite-only catalog tools (2026-06)
Scored as of . Each score is versioned and auditable; vendors cannot buy it.
How this score is set
- Editorial rubric
- Primary signal — five dimensions, 3.8/5 average.
- Community reviews
- None yet.
- Pricing verified
- Not yet verified
- Independence
- Score set by our editorial team before any affiliate relationship is considered. No vendor can buy it.
Frequently asked questions
- Is Dataiku free, and how much does it cost?
- Dataiku has a free tier, with paid plans that unlock advanced features.
- Who is Dataiku best for?
- Larger organizations that need one governed platform for data prep, ML and AI work across technical and business users.
- How is Dataiku rated on Cloudkart.ai?
- Dataiku scores 3.8 out of 5 on the Cloudkart.ai rubric, which weighs actual utility, ease of use, pricing fairness, reliability and differentiation. Scores are set editorially and can never be bought.
Community reviews
No community reviews yet. Be the first to share how Dataiku works for you.
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