Data preparation for AI with Dataiku
Connect, cleanse, and prepare data 10x faster with Dataiku all within a single platform.
Prepare data faster
Accelerate data preparation with 100+ built-in transformers and GenAI-powered assistants.
Built for every team
Technical and business users can leverage their choice of visual recipes or Python, R, and SQL.
Govern every step
Embedded data lineage, quality rules, and automatic documentation keep every transformation traceable and trusted.
Understand data projects at a glance with the Dataiku flow
Get a visual representation of your data pipelines with the Dataiku Flow. It is the central space for technical and business users alike to view and analyze data, join and transform data, and even build predictive models, work with GenAI, and more. The Dataiku Flow creates governance, recording every step of the data pipeline so you can explain transformations to stakeholders with confidence. Automatic versioning and a timeline of recent actions make it simple to review or revert specific changes.
Connect to leading data sources for faster AI insights
Dataiku brings all your data together effortlessly with pre-built connectors to dozens of on-premises and cloud data sources — like Amazon S3, Azure Blob Storage, Databricks Lakehouse, Google Cloud Storage, Snowflake, and much more. By centralizing access to data of any size or format, Dataiku streamlines workflows, eliminates data silos, and accelerates time to value for your analytics and AI projects.
Unite technical and business users in data preparation for AI
Dataiku makes it simple for business and technical users to work with tools for their skills all in a single platform. Work code-free and join, clean, transform, and enrich data all with just a few clicks in Dataiku. Or use Python, R, or SQL in your favorite IDE. Code-first or code-free, every data preparation step is automatically documented within the Dataiku Flow for full transparency and governance.
Transform and prepare data faster with 100+ built-in data preparation tools
The powerful Prepare recipe includes 100+ built-in data transformers for common data manipulations like binning, concatenation, strings manipulation, currency and date conversions, geo-enrichment, and reshaping. When it comes to transforming raw data, Dataiku suggests relevant functions for you based on the data’s type and values, taking the time-consuming work out of data preparation. For custom transformations, write formulas using a spreadsheet-like expression language or Python code for ultimate flexibility. Reduce errors and rework by applying transformations to a data sample before applying them to your entire dataset.
Accelerate AI data preparation with GenAI-powered assistants
With GenAI-powered assistants, simply describe data preparation steps, and Dataiku executes! Prompts become either documented data preparation steps or visual recipes, which means the results are easy for everyone to review (no black box). For data scientists that want to accelerate tasks, or analysts breaking into the world of code, Dataiku also offers Gen-AI powered code assistants to generate and explain code in VS Code and Jupyter Notebooks.
Enable advanced data preparation for AI and machine learning
Dataiku offers a wide variety of functions and tools to parse and enrich specialized data types such as geospatial data, time series, images, and text with additional metadata and structure. Examples include geo joins and geocoding, time series resampling, text vectorization, a managed framework for image and text annotation, and much more.
Embedded AI governance for data preparation at scale
Whether you want to check data quality rules or understand the impact of transformations with data lineage, robust features in Dataiku mean that you have control over and trust in your data. Additional built-in features — from the data catalog which contains trusted datasets to the visual cues available to show missing values or suspected issues — allow you to investigate in the moment.
Unify data preparation and AI deployment in one platform
From building machine learning (ML) models to deploying applications, Dataiku offers a complete solution for everything that comes after data prep, too. Unite everyone in a central platform so that you don’t miss a beat when your data project moves into the next step of the process. Give teams full visibility of what’s occurred to data and get everyone on the same page.
Explore more Dataiku features
Data governance
Establish enterprise-wide controls over every AI asset, from data pipelines to deployed models.
The Dataiku LLM Mesh
Connect to any LLM provider or self-hosted model, with centralized visibility and control across every connection.
Dataiku Agent Hub
Build, deploy, and manage AI agents grounded in your enterprise data, with governance built in from the start.
Loved by customers and recognized by analysts
“The platform is intuitive, collaborative, and streamlines workflows from data prep to model deployment. Dataiku has truly transformed how we handle data!”
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