Dataiku
SOLUTIONS
The End-to-End Platform for Everyday AI
Dataiku
Dataiku
Dataiku for AI & ML
Leverage Dataiku to enhance the impact and productivity of your data science team.
Dataiku’s all-in-one platform for AI and machine learning provides powerful tools for model design, development, and deployment.
Build, Deploy, & Monitor in One Unified Environment
From data access and preparation to modeling, app development, deployment, and operation,
Dataiku is a one-stop shop for all data scientists, covering everything from traditional machine learning to generative AI. Data science teams using Dataiku can accelerate their workflow and deliver better projects.
Dataiku
Platform Key Features
Building generative AI applications for enterprises
With Dataiku's LLM Mesh, Prompt Studios, and Retrieval-Augmented Generation (RAG) features, you can leverage the latest LLMs and services to rapidly advance models and projects using generative AI within a controlled IT environment.
AI service routing, PII screening, LLM response moderation, performance and cost tracking, and dedicated LLM Mesh components for the entire application flow provide maximum control and performance.
All your code environments in one place
Dataiku provides a standard development environment for code-preferred data scientists. Data scientists can easily work in notebooks and IDEs, efficiently manage virtual environments, generate code with various libraries, and collaborate effectively through Git integration for version control.
Always accessible data and computing resources
Dataiku helps save time spent on backend resource setup, allowing you to focus more on essential tasks. It enables you to handle large-scale AI and machine learning data workloads easily. With an efficient architecture, you can leverage a flexible and scalable computing system.
Maximize efficiency through asset reuse
From citizen data scientists to experts, all types of data scientists can accelerate crucial yet time-consuming tasks, such as automatic feature creation, with Dataiku. Data teams can save significant time by reusing reference datasets from Dataiku's Central Feature Store.
AutoML or Custom ML
Citizen data scientists can build and evaluate models using the built-in safeguards and AutoML features in Dataiku. Experienced data scientists can develop custom models programmatically or bring models developed with ML Flow to extend Dataiku's AutoML capabilities. Regardless of where the models are developed, Dataiku provides platform functionality for model deployment and management.
AI Lifecycle Deployment, Monitoring, and Automation
Dataiku plays a central role in deploying, monitoring, and managing machine learning models and AI projects to deliver continuous and high-quality results. With automated drift monitoring and maintenance features, you can easily maintain and improve projects without the burden.
Source: dataiku.com
