Dataiku
Dataiku is the world’s leading platform for Everyday AI, systemizing the use of data for exceptional business results.. [Contact for Pricing]
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What is Dataiku?
Dataiku is the Universal AI Platform™ and enterprise orchestration layer for building, deploying, and governing AI. It brings analytics, machine learning models, and AI agents together in a single governed system, enabling teams of all skill levels—from citizen data scientists to expert data engineers—to collaborate on data, analytics, and AI projects. The platform supports the full lifecycle from data preparation and analysis to model deployment and AI agent operations.
Key features include visual AutoML for no-code machine learning, full-code support (Python, R), the LLM Mesh for secure GenAI and agent development, visual agent builders, data preparation tools, MLOps for model deployment, AI governance with role-based access controls, and end-user analytics applications. Dataiku offers both cloud-based SaaS and on-premise/installed options, with seamless integration across multi-cloud and multi-vendor environments.
Dataiku is designed for enterprise organizations seeking to operationalize AI at scale. It serves data scientists, data analysts, data engineers, business analysts, and IT/governance teams. The platform is particularly suited for regulated industries requiring centralized governance, audit trails, and compliance controls while building GenAI applications, AI agents, and traditional ML models.
Dataiku pricing
Pricing model: Freemium
Dataiku offers three main options: (1) Free Edition - permanently free, downloadable on Mac, Linux, or virtual machine; supports up to 3 users; includes data preparation and basic data projects/apps but no deployment, automation, or governance. (2) 14-day Free Trial of Dataiku Cloud - fully managed, ready in under 2 minutes; supports up to 5 users (2 users in space); includes all features except Govern and advanced LLM Mesh; provides 4 CPUs and 32GiB elastic compute; no credit card required. (3) Paid Editions - contact sales for pricing; tailored for small teams (up to 5 users) or enterprise-wide deployment; includes enterprise collaboration, governance, Ops, model deployment, unlimited data connectivity, pipeline automation, advanced LLM Mesh, and AI governance features; available as Dataiku Cloud (hosted by Dataiku) or self-hosted on-premise/hybrid.
Dataiku pros
- User-friendly visual interface suitable for non-coders
- End-to-end platform covering data prep to deployment
- Strong collaboration features for cross-functional teams
- Visual AutoML enables rapid model prototyping
- Full-code support (Python, R) for advanced users
- LLM Mesh provides secure GenAI gateway with guardrails
- Built-in AI governance with role-based access controls
- Supports both cloud SaaS and on-premise installation
- Seamless integration with 20+ data sources and databases
- Time series forecasting and computer vision without code
- Centralized agent lifecycle management and orchestration
- Model explainability and bias detection features
- Audit trails and monitoring dashboards for compliance
- Knowledge Banks and RAG support for chatbots
- Gartner Magic Quadrant Leader for fourth consecutive year
Dataiku cons
- demanding on system resources with large datasets
- Advanced features have steep learning curve
- High costs compared to competitors
- Dashboard capabilities limited, no dynamic dashboards
- Pipeline UI can be clunky, easy to make errors
- Complex integration with some external tools
- Some functionalities overwhelming for new users
- Query engine reliability issues reported
- GitHub integration needs improvement
- Technical support requires enhancement
Frequently asked questions about Dataiku
What is Dataiku?
Dataiku is the Universal AI Platform™ and enterprise orchestration layer for building, deploying, and governing AI. It unites people, orchestration, and governance in a single platform to turn AI investments into measurable business outcomes. Dataiku brings analytics, models, and AI agents together in a single governed system with centralized control, serving teams of all skill levels from citizen data scientists to expert engineers.
Is there a free version of Dataiku?
Yes, Dataiku offers a permanently free edition that can be installed on Mac OS 10.9+, Linux, or virtual machines. The free edition supports collaboration with up to 3 users and includes data preparation and basic data project building capabilities. However, it does not include deployment, automation, or governance features. There is also a 14-day free trial of Dataiku Cloud with access to all features except Govern and advanced LLM Mesh.
How long does the Dataiku free trial last?
The Dataiku free trial lasts for 14 days. During this period, you get a fully functional, managed instance of Dataiku Cloud with access to all features except Govern and advanced LLM Mesh. After the trial ends, your cloud instance will be deactivated and you will no longer have access to the platform or your projects. You can request an extension by reaching out to the support team.
Do I need a credit card to sign up for the free trial?
No, you do not need a credit card to sign up for the Dataiku free trial. You can launch your trial workspace instantly in under two minutes with no installation or setup required. The workspace is fully managed and secured by Dataiku so you can focus on building AI.
Can I collaborate with my team in the trial?
Yes, you can invite teammates to collaborate in the trial environment. The free trial allows you to invite up to 5 users to work on analytics, models, and AI projects together. The trial gives access to a space with 2 users initially, and Dataiku is designed for team-based data science, so you can experience collaboration features firsthand.
What is the LLM Mesh in Dataiku?
The LLM Mesh is Dataiku's common backbone for enterprise Generative AI applications. It provides connectivity to hundreds of LLMs (both APIs and locally hosted), full permissioning of access to LLMs, support for locally-hosted HuggingFace models on GPU, audit and tracing for all queries, cost monitoring and blocking, advanced guardrails including PII and toxicity detection, governance of GenAI use cases, caching, and a unified interface to Knowledge Banks and vector stores for RAG use cases.
Does Dataiku support no-code machine learning?
Yes, Dataiku offers visual AutoML and visual ML for no-code machine learning. Users can build classification, regression, time series forecasting, clustering, unsupervised learning, and computer vision models without writing code. AutoML automatically sets up training tasks while still allowing customization. Built-in explainability features and guardrails help citizen data scientists interpret model behavior and outputs.
Can I deploy Dataiku on-premise?
Yes, Dataiku can be installed on-premise or on your preferred cloud stack. The Free Edition is available for download on Mac, Linux, or virtual machines for an on-premise experience. For enterprise on-premises or hybrid installations, you can contact Dataiku's sales team to discuss requirements. Paid editions are available as either Dataiku Cloud (fully managed SaaS) or self-hosted options.
What industries use Dataiku?
Dataiku is used across every industry including retail, healthcare (Johnson & Johnson with 650+ employees), chemicals, finance, and more. Leading companies worldwide use Dataiku to deliver AI success. The platform is particularly valued in regulated industries because of its embedded governance controls, audit trails, and compliance frameworks that support enterprise-scale AI in regulated environments.
What data sources does Dataiku connect to?
Dataiku supports seamless integration with 20+ database connections and works across your existing data, cloud, and AI ecosystem. It can connect to uploaded files, data warehouses like Snowflake, data lakes, SharePoint, and various other locations. There is no limit to the size of data that can be used for ML in Dataiku. Paid editions include unlimited data connectivity while the free edition has limited data connectivity.