Explore Dataiku End-to-End Capabilities
Your Dataiku Launch Program - Step 1
Efficiency and Reuse
Say Goodbye to Tedious Tasks
Transform, clean, and enrich data in a fraction of the time with reusable components. Visual recipes speed the process of joining, aggregating, and filtering data, or leverage over 90 built-in processors to accelerate common data manipulations such as binning, concatenation, currency conversions, date calculations, and more.
With Dataiku’s AI Assistants, simply describe the transformation you want to apply and the assistant automatically generates the necessary data preparation steps. AI Assistants can also answer questions and explain both pipelines and code to reduce manual efforts.
Create your weekly report or data pipeline once and then let Dataiku take over the repetitive heavy lifting, notifying stakeholders when results are ready. Customizable checks monitor for quality and alert teams about status or emerging issues via email or messaging apps like Microsoft Teams and Slack.
Communicating Insights
Distribute Interactive Insights to Business Consumers
Put the power of AI in the hands of non-technical stakeholders to drive intelligence-driven decisions, from daily to disruptive.
Convey insights clearly with 25+ chart and visualization types, interactive dashboards, and integration with popular external visualization tools like Tableau, Power BI, and Qlik. Publish dashboards and other assets to central workspaces, where diverse populations of non-technical users can consume insights.
Build business applications with an easy-to-use visual interface on top of your analysis (without code!) that others can use to obtain on-demand insights. Or, app developers can leverage multiple development frameworks (Shiny, Dash, Bokeh, Flask +HTML/CSS/JavaScript) to build custom webapps hosted in Dataiku.
Generative AI
Build Real and Safe Generative AI Applications at Scale
Dataiku brings enterprise-grade development tools, visual components, and AI-powered assistants to help everyone do more with Generative AI.
The LLM Mesh provides the components in Dataiku that empower IT to maintain control and help teams build safe, secure, enterprise-ready GenAI applications. With dedicated components for AI service routing, PII screening, LLM response moderation, performance and cost tracking, and auditing of entire application flows, you get maximum control while delivering the performance your business expects.
Go faster and farther with Dataiku’s three AI-Powered Assistants that help you prepare data, develop, debug, and refactor code, and explain pipelines.
Take advantage of Generative AI-powered, no-code recipes for text summarization, classification, and more!
With Prompt Studios in Dataiku, you can design, test, and operationalize the optimal Generative AI prompts to achieve your business goals.
Coder’s Paradise
All Your Tools in One Place
Code in your preferred languages (Python, R, SQL, etc.), frameworks (TensorFlow, Keras, Scikit-learn, etc.), and tools (built-in Jupyter Notebooks, popular IDEs, and Git integration). For maximum efficiency, teams can collaborate and reuse assets via shared code snippets and code libraries, all within Dataiku.
Submit a code-related question or magic command through AI Code Assistant and receive context-enriched answers. This feature helps you write, explain, or debug code, comment and document your work, create unit tests, and more.
Enjoy more flexibility and better governance for software dependencies in your projects. Install the packages and versions you need in a controlled, isolated, and reproducible way by creating purpose-built code environments.
Performance & Scalability
Run Big Jobs Without Hassle
Push down transformations to multiple types of execution engines for optimal performance and reduced data movement. Scale computations by running jobs in-cluster (Spark, Hadoop) or in-database (e.g, SQL, Snowflake) and leverage Dataiku-managed Elastic AI clusters powered by Kubernetes.
MLOps
Smooth Operators
Easily expose models and other functions via scalable, elastic, and auditable API services for real-time scoring by other applications. Batch scoring workflows are flexible and schedulable via triggers. Dataiku’s Deployer allows for clearly separated dev, test, and prod environments with customizable access rights and infrastructures.
Dataiku’s platform provides a single place to monitor, manage, and govern all your deployed models, regardless of where they were developed. Bi-directional integrations with leading cloud ML platforms and MLflow mean you’re no longer bound by the limitations of a single platform, but can still enjoy the standardization and centralization that Dataiku offers.
Implement complete MLOps cycles with confidence with automatic model versioning, traceability, and historic performance evaluations. Side-by-side, visual comparisons of model performance and configurations simplify decision making during development and model management phases for data scientists and ML operators.
Support & Growth
Never Stop Pushing Boundaries
Discover a wealth of resources to overcome roadblocks and achieve your goals, from in-app contextual assistance and documentation to the online community and the Dataiku support team. Free online tutorials and off-the-shelf starter solutions for vertical use cases further accelerate your organization’s speed to value.
Off-the-shelf projects and use case-specific components can significantly accelerate development times and provide inspiration for teams. Dataiku’s Solutions include ready-to-use objects and workflows that are fully customizable, extensible, and adaptable to your business specifics.
Join the more than 91,000 Dataiku Academy learners following guided learning paths to earn free certifications on their way to becoming power users of Dataiku.
Explore Online Courses