Dataiku: Enterprise-Grade Collaborative AI & MLOps Platform
Empower every role with AI-assisted decision-making as part of their daily workflow.Leading companies such as GE, Cisco, NXP, Merck, and BNP Paribas use Dataiku Data Science Studio to build a collaborative bridge between data scientists and domain experts—unlocking synergy that goes beyond 1 + 1, delivering fast, impactful AI-powered business solutions.
Dataiku is Uniquely Designed to Solve the Talent Gap
Dataiku’s unified platform connects people across all coding skill levels, enabling business and IT teams to collaborate in a common language. By streamlining data usage, design, and AI deployment, it empowers organizations to build impactful AI solutions—without relying on rare unicorn talent.
For Data Scientists, Data Engineers, Software Developers & Architects: Accelerate Every Step of the Data Science Workflow With Dataiku
Dataiku respects the preferred workflows of coding-first professionals, offering full flexibility to write custom scripts, build high-quality pipelines, and develop models using familiar tools. Unlike fully visual platforms, Dataiku offers seamless switching between drag-and-drop recipes and editable SQL—so you never have to start from scratch, saving time and effort.
Simplify Complex Data Connections
並可依照運算效能需求，選擇要運行的 Recipe Engine （在DSS內或是Run In database、Run on Spark…）
Keep Using the Languages and Tools You Love
Continue working in Python, R, Spark, and Jupyter Notebooks—no need to compromise just to collaborate with others.
Reuse Code, Datasets & Assets
Boost consistency and efficiency across projects, while enabling business users to build on your work.
Marketing, Finance, Quality Control, and Operations Analysts—Collaborate Seamlessly With Tech Teams and Turn Insights Into Action Faster With Dataiku
Data only creates value when it’s used to solve real business problems—just like BI dashboards only make an impact when they’re actually used. Your domain expertise + AI = unlimited potential. Dataiku helps make that potential a reality:
With over 109 code-free data preparation tools, you can easily blend data from scattered sources, clean and format it for analysis, and automate repetitive tasks—no manual scripting required.
Dataiku empowers you to perform advanced statistical analysis such as univariate and bivariate analysis, hypothesis testing, curve fitting, correlation analysis, and principal component analysis—quickly and intuitively.
AutoML lets you level up your machine learning skills with ease. Build powerful models using Python, Spark, H2O, or TensorFlow, with access to over 32 core algorithms—all within an accessible interface.
Once your insights are ready, communicate them effectively through custom dashboards and apps, or publish directly to familiar BI tools like Tableau to drive impact across your organization.
For Data Leaders, CDOs, CISOs, and Heads of Automation—Boost Team Productivity and Efficiency With Dataiku
Dataiku helps you:
Amplify the impact of your data team by enabling true cross-functional collaboration on a single platform. With built-in integrations for tools like Slack, Microsoft Teams, and Atlassian Confluence, team members can easily participate across the entire data lifecycle—driving faster, more impactful business decisions.
Improve the ROI of AI projects with centralized project tracking and documentation. Dataiku makes it easy to scale use cases while keeping maintenance costs in check, ensuring long-term efficiency without complexity.
There’s no need to compromise on security or auditability. Dataiku integrates with existing infrastructure such as Active Directory and Kerberos, and supports advanced permission controls, SSO and LDAP integration, log tracking, and secure API access—giving you the control needed to manage risk and stay compliant at scale.
With Dataiku Apps, even non-technical users across the organization can directly interact with AI predictions to support better, data-driven decision-making.
Recognized as a Leader in Gartner’s Magic Quadrant for Data Science & ML Platforms
Nearly Perfect Rating on Gartner Peer Insights
Adopted by Over 600 Leading Enterprises
Trusted by 45,000+ Users Worldwide
Dataiku Helps Every Industry Turn AI Into Action
Banking
Users in Financial Industry can access the code and have granular visibility into the processes, making it easier to understand and modify models. Additionally, Dataiku offers a full suite of data science tools beyond AutoML, including an IDE, task orchestrator, and visualization tool.
Customer Management
Customer Segmentation for Banking：Deepen customer insight and success with machine learning segmentation.
Distribution Spatial Footprint：Conduct a spatial exploration of your distribution network. Answer strategic questions on coverage and competitive positioning.
Next Best Offer for Banking：Enhance the efficiency of your marketing campaigns and advisory activities through intelligent targeting, product-offer personalization, and in depth customer insights.Risk Management Processes
AML Alert Triage：Quickly integrate alert prioritization into an existing AML process with agile model review capabilities.
Credit Card Fraud：Enhance existing credit card fraud practices by leveraging machine learning alongside business rules.
Credit Scoring：Accelerate and enhance credit scoring via interactive scorecards and machine learning techniques.
Insurance
Top insurance organizations use Dataiku to augment processes across departments and business lines, including for customer retention, acquisition, improved customer service, optimized claims forecasting and processing, regulatory reporting automation, underwriting, fraud detection, and much more.
Enhance Operational Efficiency Across the Business
Insurance Claims Modeling
Leverage Generalized Linear Models for claims modeling within a modern, agile and fully-governed data science environment.
Financial Forecasting
Transform your forecasting process by streamlining your data process and improve accuracy through machine learning.
Interactive Document Intelligence for ESG
Automatically consolidate unstructured documents into a unified, searchable and thematically categorized database. Leverage sentiment analysis to accelerate analysis.
Process Mining
Create a visual map of your processes based on readily available process logs. Quickly deep-dive into specific processes, analyze outliers, and apply powerful statistical techniques to enable remediation & optimization efforts.
Manufacturing
Dataiku offers unique advantages for manufacturing use cases, accelerating AI maturity in the industry by augmenting various aspects of the manufacturing process with AI solutions:
Pave the Way for Industry 4.0
Factories Electricity & CO2 Emissions Forecasting：Track electricity consumption & CO2 emissions across your company’s manufacturing sites. Easily forecast based on your production plan.
Predictive Maintenance：Reduce unplanned downtime & optimize maintenance plans for your equipment.
Production Quality Control：Proactively improve the quality of manufacturing production in near real-time.
Batch Performance Optimization：Reduce inefficiencies and equipment downtime in batch process manufacturing with ML-driven outcome prediction and root cause analysis.
Parameters Analyzer：Add process parameters through a web application, analyze historical production processes, set targets, find optimum performance ranges, and scale across different production types.
Enhance Operational Efficiency Across the Business
Demand Forecasting：scaling a machine learning- and AI-based approach to trend prediction with a central environment for smarter and more holistic decisions across teams. Say goodbye to guesswork and hello to data-driven sourcing, production planning, inventory management, pricing, marketing, and more.
Delivery Dock Optimization：Leverage tracking data of incoming trucks to manage their allocation to your warehouse’s docks throughout the day and optimize yard management efficiency.
Inventory Allocation Optimization with Grid Dynamics：Optimize stock levels across locations, improve fulfillment SLAs, and minimize order shipping costs.
Financial Forecasting：Transform your forecasting process by streamlining your data process and improve accuracy through machine learning.
Pharmaceuticals
Dataiku Solutions elevates all parts of the business with AI. From accelerating drug discovery to improving clinical operations and manufacturing or optimizing commercial outreach and patient outcomes.
Enhance & Accelerate Complex Processes
Optimizing Omnichannel Marketing：Identify key channel drivers of HCP brand adoption and design more effective marketing tactics for all drug prescribers.
Pharmacovigilance：Accelerate the discovery of potential Adverse Drug Reaction (ADR) signals from spontaneous reporting systems to reinforce safety and compliance of your marketed drugs.
Drug Repurposing Knowledge Graph：Explore complex relationships between drugs, diseases, and genes to build a drug biomedical knowledge graph. Accelerate identification of drug repurposing opportunities.
Enhance Operational Efficiency Across the Business
Market Basket Analysis：Extract key business patterns from your sales: optimize product assortment and pave the road to recommendation.
Delivery Dock Optimization：Leverage tracking data of incoming trucks to manage their allocation to your warehouse’s docks throughout the day and optimize yard management efficiency.
Dataiku Empowers Organizations to Practice Everyday AI
Through the following features, both data experts and domain professionals can bring data—from analytics to Generative AI—into their daily operations to drive impact.
Generative AI
Dataiku provides simple development tools, prebuilt use cases, and AI assistants to help everyone make the most of Generative AI.
Data Preparation
In Dataiku, both coders and non-coders can access and prepare data, explore datasets, automate formatting and enrichment, and apply machine learning techniques to a wide variety of data types.
Visualization
Use built-in tools in Dataiku to explore data, run statistical analyses, and create visual dashboards—saving time on exploratory analysis and reporting.
AI & Machine Learning
Dataiku AutoML supports model development with guided frameworks, including preprocessing, forecasting, clustering, time series, and interpretability—all with minimal code.
DataOps
Automate data workflows and pipeline monitoring to ensure teams have timely, reliable, and production-ready data.
MLOps
Automate testing and model retraining, monitor performance, compare model versions, and make informed decisions about deploying models in production.
Collaboration
Dataiku offers a unified environment for collaboration—so coders and non-coders can work together, sharing data and insights across teams in real time.
Governance
Standardize workflows with approval gates, model and project documentation, and scoring frameworks to ensure secure and responsible AI governance.
Architecture
Dataiku supports deployment on existing infrastructure—on-prem or in the cloud—so you can fully leverage your existing data storage layers.
Transform Your Business with Dataiku
Dataiku offers unique advantages for manufacturing use cases, accelerating AI maturity in the industry by augmenting various aspects of the manufacturing process with AI solutions
