--- title: Dataiku Reviews meta\_title: 'Dataiku Reviews 2026: Details, Pricing, & Features | G2' meta\_description: Filter 224 reviews by the users' company size, role or industry to find out how Dataiku works for a business like yours. aggregate\_rating: rating\_value: 4.4 review\_count: 224 scale: '5' date\_modified: '2026-08-10' parent\_category: name: Generative AI url: https://www.g2.com/categories/generative-ai --- # Dataiku Reviews & Product Details Visit Website Dataiku is the Platform for AI Success: the AI orchestration layer where enterprises build, deploy, and govern analytics, models, and agents at scale. It sits on top of the data platforms, clouds, and AI services you already use, working across all of them without locking you into any one. Dataiku expands who can build production AI, putting the right tools in the hands of data scientists and domain experts alike, from fraud analysts to demand planners. It orchestrates machine learning, rules, LLMs, and agents as one governed system, built on more than a decade of running production AI. Governance is part of the build rather than something bolted on afterward, so teams ship faster while keeping performance, cost, and risk under control. The result: AI that moves from experimentation to trusted, measurable execution now, not in 18 months. * * * Product Website Dataiku Seller [Dataiku](https://www.g2.com/sellers/dataiku) Discussions [Dataiku Community](https://www.g2.com/products/dataiku/discuss) Languages Supported German, English, French, Japanese, Korean, Spanish Solution Type All-in-One Show More ## Value at a Glance Averages based on real user reviews. ### Time to Implement 6 months [ View More Pricing Information ](https://www.g2.com/products/dataiku/pricing) ## Dataiku Integrations (19) What do users say about integrations? Verified by Dataiku [ ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") Alation ](https://www.g2.com/products/alation/reviews)[ ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") Alteryx Designer Cloud ](https://www.g2.com/products/alteryx-alteryx-designer-cloud/reviews)[ ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") Amazon S3 Glacier ](https://www.g2.com/products/amazon-s3-glacier/reviews)[ ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") Anthropic SDK ](https://www.g2.com/products/anthropic-sdk/reviews)[ ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") AWS Bedrock ](https://www.g2.com/products/aws-bedrock/reviews)[ ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") AWS Cloud Development Kit (AWS CDK) ](https://www.g2.com/products/aws-cloud-development-kit-aws-cdk/reviews)[ ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") Azure ](https://www.g2.com/products/hopem-azure/reviews)[ ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") Azure Blob Storage ](https://www.g2.com/products/azure-blob-storage/reviews)[ ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") Databricks ](https://www.g2.com/products/databricks/reviews)[ ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") Google Cloud BigQuery ](https://www.g2.com/products/google-cloud-bigquery/reviews)[ ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") Google Vertex AI SDK ](https://www.g2.com/products/google-vertex-ai-sdk/reviews)[ ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") KaTe GCP Adapter for SAP PO ](https://www.g2.com/products/kate-gcp-adapter-for-sap-po/reviews)[ ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") MySQL ](https://www.g2.com/products/mysql/reviews)[ ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") OpenAI SDK ](https://www.g2.com/products/openai-sdk/reviews)[ ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") PostgreSQL ](https://www.g2.com/products/postgresql/reviews)[ ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") Python ](https://www.g2.com/products/python/reviews)[ ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") RedShift ](https://www.g2.com/products/redshift-redshift/reviews)[ ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") Snowflake ](https://www.g2.com/products/snowflake/reviews)[ ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") Tableau ](https://www.g2.com/products/tableau/reviews) Show More ![Verified User in Information Technology and Services](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Information Technology and Services") UI Verified User in Information Technology and Services Mid-Market (51-1000 emp.) 5/19/2026 "Powerful Collaboration, but Can Feel Bulky and Resource-Heavy" 3/5 What do you like best about Dataiku? What I like most about Dataiku is the way it balances ease of use with strong analytics and AI capabilities. It allows business users, analysts, and data scientists to collaborate smoothly within the same platform. The combination of visual workflows and the flexibility to code when needed makes it straightforward to go from experimentation to production more quickly. Review collected by and hosted on G2.com. What do you dislike about Dataiku? One thing I dislike about Dataiku is that it can feel bulky and resource-heavy at times. It tends to save/cache data in many places, which can make workflows harder to manage and slower to navigate. For hardcore technical teams that prefer lightweight, code-first tooling, it may feel slower and more restrictive than working directly with native engineering stacks. Review collected by and hosted on G2.com. What problems is Dataiku solving and how is that benefiting you? Dataiku solves the problem of fragmented data, disconnected teams, and slow AI deployment by bringing data prep, analytics, and machine learning into one platform. It benefits me by making collaboration between business and technical teams much smoother and reducing the time needed to move projects from experimentation to production. Review collected by and hosted on G2.com. Show More Our network of Icons are G2 members who are recognized for their outstanding contributions and commitment to helping others through their expertise.G2 IconValidated ReviewerIncentivizedSource: G2 invite ![Aurelien B.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Aurelien B.") AB Aurelien B. Small-Business (50 or fewer emp.) 4/13/2026 "Flexible and Visual, But Could Improve Code Management" 3/5 What do you like best about Dataiku? I like that Dataiku makes data analysis more visual and less painful. I appreciate the flexibility of the solutions available, such as the ability to host custom Python webapps, use Python filters, build custom pipelines, and create custom scenarios. The initial setup was super easy after doing the trainings. Review collected by and hosted on G2.com. What do you dislike about Dataiku? Webapp code management is challenging because it involves working with one big file, and the limited Python API calls are restrictive. Review collected by and hosted on G2.com. What problems is Dataiku solving and how is that benefiting you? I find Dataiku makes data analysis more visual and less painful. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: Seller invite ![Verified User in Airlines/Aviation](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Airlines/Aviation") UA Verified User in Airlines/Aviation Small-Business (50 or fewer emp.) 6/16/2026 "Easy for New Users, but Integrating with Existing Orchestration Tools Was Challenging" 3/5 What do you like best about Dataiku? The interface allows people with little experience to get up to speed and to start to deliver quickly. Complex solutions and capabilities are there, but are also insulated from over whelmed new users. Review collected by and hosted on G2.com. What do you dislike about Dataiku? The data iku environment is very self contained and works seamlessly with its own components, however we struggled when we wanted to integrate with some of our other existing orchestration tools. Review collected by and hosted on G2.com. What problems is Dataiku solving and how is that benefiting you? Integration of our loyalty and booking patterns Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: Seller invite JF Jason F. Manager Enterprise (\> 1000 emp.) 4/24/2025 "Flexible, Usable but not perfect." 3/5 What do you like best about Dataiku? Dataiku has been a game-changer in democratizing data workflows. I love how intuitive it is for cross-functional teams to build pipelines, transform datasets, and collaborate all within a visual flow and massage the data. It’s the kind of tool that makes manipulation effortless, experimentation easy, and sharing work frictionless. Review collected by and hosted on G2.com. What do you dislike about Dataiku? As much as I appreciate how approachable and feature-rich Dataiku is, there are moments where its flexibility feels like a double-edged sword. Some use cases become surprisingly complex due to very recipe logic, and handling parameterized or reusable workflows can feel clunky. It can also be slow as a cloud-based platform, with multiple users editing single workflows. It gets the job doneβ€”but sometimes you just wish it handled faster, cleaner, more tactile. Review collected by and hosted on G2.com. What problems is Dataiku solving and how is that benefiting you? Dataiku is the backbone for new data warehouse. It's been essential in uncovering decentralized logic and hidden SQL ( tribal knowledge . the visual flows makes transformations traceable and reproducible. The tool succeeds in getting the many different teams working with a single source of truth and eliminating the several different versions that previously floated around the org and lastly, allows for faster delivery capabilities. Review collected by and hosted on G2.com. Show More Response from Taylor MECHAM of Dataiku [Editedit](https://www.g2.com/survey_responses/dataiku-review-11081458/official_response/edit) Thank you for sharing your detailed feedback on Dataiku. We're thrilled to hear that you find our platform intuitive and beneficial for cross-functional collaboration, and appreciate your insights on areas where you feel there is room for improvement. Regarding the challenges you mentioned, we understand the importance of efficiency and will continue to explore ways to optimize speed and streamline workflows for better usability. If you have specific suggestions or encounter any issues in the future, please don't hesitate to reach out to our support team. We value your input and are committed to providing a seamless experience for all our users. Thank you for choosing Dataiku! Current UserValidated ReviewerIncentivizedSource: Seller invite ![Juliette M.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Juliette M.") JM Juliette M. Consultant, Healthcare Data Science and Analytics Mid-Market (51-1000 emp.) 4/24/2025 "Dataiku review" 3/5 What do you like best about Dataiku? I love the platform, it's intuitive and very useful. The llm recipes are especially useful. Overall I think its a great platform, it looks great, it makes sense, and it definetely allows me to do my work quicker. Review collected by and hosted on G2.com. What do you dislike about Dataiku? The actual support hasn't always been the best. I've often reached out for support and wasted a lot of time going back and forth without resolving a problem, only to be told that the person trying to help me doesn't know as much on the cloud version of dataiku. The documentation is never cloud-specific too so it's a little confusing. The process through which dataiku have been working out a use case for us has also had some difficulties, Review collected by and hosted on G2.com. What problems is Dataiku solving and how is that benefiting you? We are still testing out dataiku, seeing what it can do for us, but so far it's made simple data transformations a lot easier. We are also using some of the traditional data modelling and some traditional ML features. It's been most useful for using llms, allowing us to summarize and extract data from free text, giving us data that we've not been able to access until now Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: Seller invite ![Satish K.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Satish K.") SK Satish K. Senior Data Architect Enterprise (\> 1000 emp.) 4/24/2025 "Dataiku is Awesome" 3/5 What do you like best about Dataiku? πŸ”„ Smart Data Preparation Transform raw data into structured, ready-to-use assets using intuitive tools enhanced by AI-driven suggestions, auto-schema detection, and intelligent type recognition. πŸ§ͺ Continuous Development Support agile analytics with a CI/CD-style environment where data flows, scripts, and models evolve continuously, promoting rapid iteration and improvement. βš™οΈ Ease of Implementation Minimize setup complexity with modular components, drag-and-drop interfaces, and seamless integration with existing data ecosystems (cloud, on-prem, hybrid). βœ… Robust Data Validation Ensure data quality through built-in validation checks, profiling dashboards, and the flexibility to implement custom Python logic for complex or domain-specific rules. 🧠 Scenario Building Model and simulate different business or analytical scenarios using parameterized workflows, branching logic, and reusable components to support what-if analyses. πŸŒ€ Flow Zones Organize and manage data processes in "Flow Zones" β€” clearly defined stages (e.g., Ingest β†’ Transform β†’ Validate β†’ Output) that make pipeline orchestration transparent and scalable. πŸ“š Integrated WIKI Page Empower collaboration and knowledge sharing with an embedded WIKI page. Document logic, share best practices, track changes, and onboard new users effortlessly. Review collected by and hosted on G2.com. What do you dislike about Dataiku? While DSS offers a powerful visual interface and flexibility, working with large datasets often introduces significant friction, particularly during scenario execution and debugging. 🚧 Key Pain Points: Performance Bottlenecks: Executing complex scenarios on large datasets directly in the DSS engine is slow and resource-intensive, often making it impractical for time-sensitive analytics. Dependence on External Engines: To achieve acceptable performance, teams must offload processing to SQL or Spark engines, requiring: Additional infrastructure setup (clusters, permissions, connections) Advanced SQL or PySpark expertise, which can be a barrier for data analysts or citizen data scientists. Debugging Overhead: Troubleshooting large workflows is cumbersome due to: Limited transparency into underlying code execution Multi-layered architecture (visual flow β†’ Spark/SQL translation β†’ execution engine) Slower iteration cycles, especially with Spark Review collected by and hosted on G2.com. What problems is Dataiku solving and how is that benefiting you? βœ… Automated Data Validation Prebuilt validation rules with customizable logic (Python/SQL) Auto-profiling and anomaly detection at ingest Validation integrated directly into data pipelines and alerts 🧠 Smart Data Ingestion & Reading Intelligent schema detection, auto-type inference, and data previews Efficient sampling of large datasets without full-load requirements Flexible connectors for cloud, on-prem, and APIs with minimal setup πŸ“Š Quick Insights Through Data Visualization One-click data summaries with charts, distributions, and KPIs Drill-down capabilities for root-cause analysis Seamless embedding of visuals into flows, dashboards, and WIKI pages πŸ” Built-in Data Governance Centralized metadata catalog and lineage tracking Role-based access controls and audit trails Versioning, change tracking, and approval workflows Integration with data privacy and compliance frameworks (GDPR, HIPAA, etc.) Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: Seller invite ![Katrina B.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Katrina B.") KB Katrina B. Overnight stock associate Small-Business (50 or fewer emp.) 9/16/2025 "Dataiku review" 2.5/5 What do you like best about Dataiku? I like that its basically ran by Ai and you don't have to do a whole lot Review collected by and hosted on G2.com. What do you dislike about Dataiku? Nothing its a great app maybe a little costly but worth it Review collected by and hosted on G2.com. What problems is Dataiku solving and how is that benefiting you? It solved my issue with keeping track of all my paperwork it does it all for me Review collected by and hosted on G2.com. Show More Our network of Icons are G2 members who are recognized for their outstanding contributions and commitment to helping others through their expertise.G2 IconValidated ReviewerIncentivizedSource: G2 invite SM Satish M. Senior technical managers Enterprise (\> 1000 emp.) 4/24/2025 "Very intuitive" 3/5 What do you like best about Dataiku? Uniform platform for Ai for engineering for enterprise Review collected by and hosted on G2.com. What do you dislike about Dataiku? It is very common in the industry and 400 plus platforms exist Review collected by and hosted on G2.com. What problems is Dataiku solving and how is that benefiting you? Simple self serving analysis Review collected by and hosted on G2.com. Show More Response from Taylor MECHAM of Dataiku [Editedit](https://www.g2.com/survey_responses/dataiku-review-11081350/official_response/edit) It's great to hear that Dataiku is helping you with simple self-serving analysis. We're committed to providing solutions that benefit our users in their data analysis and AI endeavors. Validated ReviewerIncentivizedSource: Seller invite ![Verified User in Financial Services](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Financial Services") CF Verified User in Financial Services Enterprise (\> 1000 emp.) 4/24/2025 "Initial stages" 3/5 What do you like best about Dataiku? It’s Models and Agents capabilities and all in one platform Review collected by and hosted on G2.com. What do you dislike about Dataiku? Data literacy and enablement needs to be focused Review collected by and hosted on G2.com. What problems is Dataiku solving and how is that benefiting you? Data Analytics Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: Seller invite ![Verified User in Computer Software](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Computer Software") UC Verified User in Computer Software Enterprise (\> 1000 emp.) 7/17/2024 "Functional Data Management and Analytics Tool" 2.5/5 What do you like best about Dataiku? Dataiqu has a user-friendly interface that simplified data management and analysis for my team. It allows for great collaboration, allowing my team to share data and work together on projects. Review collected by and hosted on G2.com. What do you dislike about Dataiku? While Dataiku's user-friendly interface is nice, the platform isn't as powerful as others. Like any new software, there is a bit of a learning curve when getting started. Lastly, my team found that the performance can be sluggish with large datasets. Review collected by and hosted on G2.com. What problems is Dataiku solving and how is that benefiting you? Dataiku allows my team to prepare, analyze and collaborate on large datasets. It prevents us from working in a silo and allows us to share insights and use our collective ideas to further our marketing efforts. Review collected by and hosted on G2.com. Show More 7/23/2024 Validated ReviewerIncentivizedSource: G2 invite ## Questions about Dataiku? Ask real users or explore answers from the community Get practical answers, real workflows, and honest pros and cons from the G2 community or share your insights. [ Ask about Dataiku ](https://www.g2.com/products/dataiku/discussions/new) ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") G2 Verified User β€’ Last activity over 4 years ago Can I securely work on my sensitive data? 2 Upvotes 2 [ Join the conversation ](https://www.g2.com/discussions/can-i-securely-work-on-my-sensitive-data) ![Verified User in Financial Services](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Financial Services") G2 Verified User in Financial Services Review provider 0 Upvotes 0 [ Join the conversation ](https://www.g2.com/discussions/dataiku-review-provider) [ View all Discussions ](https://www.g2.com/products/dataiku/discuss) ## Pricing Insights Averages based on real user reviews. ### Time to Implement 6 months ### Return on Investment 14 months ### Perceived Cost $$$$$ [ View More Pricing Information ](https://www.g2.com/products/dataiku/pricing) Dataiku Comparisons ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/small_square/small_square_4392df8f60987b58908bcb30c16818bc/datarobot.jpeg "Product Avatar Image") DataRobot 4.4/5(32) [ Compare Now ](https://www.g2.com/compare/datarobot-vs-dataiku) ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/small_square/small_square_2c6c77d8284b2f6609c2f9dc0ba6b5a9/alteryx.png "Product Avatar Image") Alteryx 4.6/5(893) [ Compare Now ](https://www.g2.com/compare/alteryx-vs-dataiku) ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/small_square/small_square_13aba37ae908d9cf29a2452925257ccc/azure-databricks.jpeg "Product Avatar Image") Azure Databricks 4.5/5(239) [ Compare Now ](https://www.g2.com/compare/azure-databricks-vs-dataiku) ##### ##### Dataiku Features Reports Reports Interface Steps to Answer Dashboards Self Service Calculated Fields Building Reports Data Transformation Data Modeling WYSIWYG Report Design Model Development Language Support Drag and Drop Pre-Built Algorithms [ View More Features ](https://www.g2.com/products/dataiku/features) ## 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