Dataiku
The Platform for Everyday AI.
Overview
Dataiku is a centralized data platform that enables enterprises to build, deploy, and manage AI and analytics applications. It provides a collaborative and team-based user interface that is accessible to both data scientists and business analysts, with both a visual workflow editor and a code-based environment.
✨ Key Features
- Collaborative data science platform
- Visual, no-code/low-code interface
- Code-based notebooks (Python, R, SQL)
- Data preparation and wrangling
- Automated machine learning (AutoML)
- MLOps and model deployment
- Data governance and security
🎯 Key Differentiators
- Strong focus on collaboration between different roles (analysts, data scientists, engineers)
- Hybrid approach combining visual workflows and code
- Centralized platform for governance and project management
Unique Value: Empowers organizations to achieve 'Everyday AI' by providing a single, collaborative platform for all data stakeholders.
🎯 Use Cases (5)
✅ Best For
- Customer 360 and personalization in retail
- Fraud detection and risk management in financial services
- Predictive maintenance and quality control in manufacturing
💡 Check With Vendor
Verify these considerations match your specific requirements:
- Individual data scientists who do not require collaboration features.
🏆 Alternatives
Offers a more collaborative and governed environment than individual tools, and a more flexible, hybrid approach than purely automated platforms.
💻 Platforms
🔌 Integrations
🛟 Support Options
- ✓ Email Support
- ✓ Live Chat
- ✓ Phone Support
- ✓ Dedicated Support (Enterprise tier)
🔒 Compliance & Security
💰 Pricing
✓ 14-day free trial
Free tier: Free edition with limited features and number of users.
🔄 Similar Tools in ML Training Platforms
Amazon SageMaker
A fully managed service from AWS for the end-to-end machine learning lifecycle....
Google Vertex AI
Google Cloud's unified machine learning platform....
Microsoft Azure Machine Learning
Microsoft's cloud-based service for the end-to-end machine learning lifecycle....
Databricks
A unified data and AI platform for data engineering, machine learning, and analytics....
DataRobot
An automated machine learning platform for building and deploying AI models....
H2O.ai
An open-source and enterprise platform for AI and machine learning....