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Deploy and run AI models with Watson Machine Learning

IBM Watson® Machine Learning helps data scientists and developers accelerate AI and machine-learning deployment. With its open, extensible model operation, Watson Machine Learning helps businesses simplify and harness AI at scale across any cloud. Watson Machine Learning provides capabilities to help you:

  • Deploy models built with IBM Watson Studio and open source tools.
  • Dynamically retrain models
  • Automatically generate APIs to build AI-powered applications
  • Manage models through integration with IBM Watson Openscale™
  • Streamline model management and deployment end-to-end with an easy-to-use interface

Unleash the power of Watson AI technologies by deploying at scale through IBM Cloud Pak® for Data, a unified data and AI platform that automates AI lifecycle management.

IBM Watson Studio Premium

Accelerate time to better AI outcomes with IBM Decision Optimization, IBM® SPSS® Modeler and Hadoop Execution Engine.

Watson Machine Learning simplifies and speeds deployment at scale

Moving beyond experimentation and maintaining production-level accuracy of AI models are still big challenges. Watson Machine Learning can accelerate the time to value of any model, with a projected ROI of 459% over three years, with payback in less than six months.¹


find optimizing, sustaining and expanding AI capabilities challenging²


of AI pioneers are investing in the process to train algorithms³

Watson Machine Learning Server

Take the next step on your AI journey.

What’s new with Watson Machine Learning

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On-demand webinar: Automate and operationalize AI

Learn how Watson Machine Learning and Watson OpenScale help you drive value from your AI.

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AutoAI playlist: Watson Machine Learning deployment

Watch tech experts in AutoAI videos, take product tours and explore hands-on labs.

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ESG white paper: Deploy decision optimization

Read decision optimization deployment with Watson Machine Learning.

Watson Machine Learning in action

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Train and deploy deep learning models for offline optional character recognition (OCR) on mobile and embedded devices in record time.

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Caixa Geral de Depósitos France

Accelerate customer service by delivering faster decisions using an innovative hybrid-cloud app enabled by machine learning.

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KIST Europe

Explore how machine learning can automate quality management processes, reduce defect rates and save costs.

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Get started with Watson Machine Learning

What will we deploy together?

See pricing options and the latest news and details to start developing machine-learning models today.

Comparison Table

Compare features
  Watson Machine Learning Conventional ML tools
Hybrid multicloud deployment   
Integrated with AutoAI   
Prescriptive analytics solvers   
Visual data science deployment
Access to data preparation
Advanced data refinery   
Dynamic continuous learning   
Neural network search   
1-click open-source deployment   
Automated AI lifecycle mgmt.   
Monitoring and debiasing   
Natural language integration   
Visual recognition service