What is an accelerator?
Industry Accelerators are a packaged set of technical assets used to help you tackle your next data science project by addressing your most pressing business challenges. With sample data, notebooks, scripts, a sample application and more, you can kickstart your own implementation and leverage the power of Cloud Pak for Data.

• Minimal or poor integration of SME data with credit bureaus and other financial tools
• Lack of proper auditability due to manual process of applications and approvals
• Data collection, payment, and collections are important to succeed, yet difficult to track

Get personal with your banking and insurance clientele

Read the blog

Expedite on-ramp

Streamline your loan process

Evaluate risk and facilitate decision-making

Get your automated credit models up and running faster

Automation with the right digital assets can provide a streamlined loan process and drive more efficient management

Leverage machine learning models to enhance your evaluation and build recommendations for your client

Reskill or upskill to simplify your decisions from predictions to improve your loan approval and recommendation process.

Watch the video

Information architecture

End-to-end AI Ladder application

Modular framework

An architecture enabling you to extract meaning from your data to pre-approve loans and provide tailored recommendations

From cataloging data through a glossary of terms to model development and deployment, simplify the lifecycle of your AI project

Composable and extensible pattern that can be applied to new data and industries

Start experimenting today. Download and use this accelerator in your Cloud Pak for Data instance. Refer to the README file to get started.

Kick-start your data science solution with this accelerator.

IBM Cloud Pak for Data

Built on Red Hat OpenShift Container Platform, IBM Cloud Pak for Data accelerates your journey to AI to transform how your business operates with an open, extensible data and AI platform that runs on any cloud.

Learn More

Watson Knowledge Catalog

Help your data users quickly find, curate, categorize and share data, analytical models and their relationships with other members of your organization.

Learn More

Watson Studio

Empower your data science and AI teams to refine data and visually build and deploy models, using data on the desktop for anytime, anywhere access.

Learn More

AutoAI

An award-winning development capability to automate Data preparation and Model development, and help simplify AI lifecycle management cycle.

Learn More

Customer Offer Affinity

Identify the right financial products and investment opportunities for new and existing clients.

Learn More

Customer Segmentation

Easily differentiate between client segments by identifying patterns of behavior.

Learn More

Loan Default

Mitigate loan defaults by anticipating at-risk accounts early on.

Learn More

Join the Data Science and AI Elite LinkedIn group

Become a member of the IBM Data Science Community

Become a member of the Cloud Pak for Data Community