Financial firms can automate AI model risk management in new ways with IBM Watson® OpenScale™.


What can data science offer you in your journey to AI?

The data science portfolio within journey to AI focuses on building and scaling AI with trust and transparency, while educating users with “easy-to-get-started” tutorials. Our selection of products ranges from predictive to prescriptive analytics and addresses the issues of automating tedious repetitive tasks, predicting outcomes, and driving more data-backed decisions. Open by design and powered by IBM Research, this multicloud data science and AI lifecycle product portfolio delivers a range of capabilities that helps organizations take advantage of machine and human intelligence.

Steps to AI success

Simplify the AI lifecycle of preparing data and building, deploying and managing your models

Prepare and organize data

Catalog, analyze and deliver business-ready data.

IBM Watson Knowledge Catalog

Build and train AI models

Turn machine-learning insights into improved actions.

Deploy and run AI models

Flexibly scale and deploy AI anywhere and avoid lock-in.

Manage and operate trusted AI

Minimize risk by debiasing models, explaining outcomes and correcting model drift.

Client stories

Clients have won with our data science and AI products

IBM Watson Studio and IBM Decision Optimization

Read how companies have used IBM CPLEX® Optimization Studio and IBM Decision Optimization for Watson Studio for operational efficiency gains and improved ROI.

International Medical Corps and IBM Analytics

Learn how IMC used IBM Analytics platform to help emergency responders provide faster disaster relief services.

DSK Bank and IBM SPSS Modeler Gold

Read how DSK bank streamlined its model deployment process with IBM SPSS® Modeler Gold — accelerating customer service and controlling risk.

KPMG and IBM Watson OpenScale

KPMG uses IBM Watson OpenScale to build trust, transparency and explainability for their customers.

What’s new

Find out what’s new within IBM Data Science and AI

How industry experts are using IBM SPSS Statistics

Read how industry experts use IBM SPSS Statistics in market research, academia, healthcare and government.

Text analytics in Watson Studio Desktop

Learn to analyze unstructured data such as emails, call logs and web pages with text analytics.

IBM Watson OpenScale builds trust in AI

See how IBM Watson OpenScale™ helps you implement AI at scale, while building trust in AI through monitoring, fairness and explainability.

Engage an expert

Schedule a one-on-one consultation with experts who have worked with thousands of clients to build winning data, analytics and AI strategies.