Banks, Credit Leasing, and Financial Institutions

Use cases:

1. Identification of self-curing customers.
2. Credit scoring.
3. Early warning for non-performing loans (NPLs), and identification of self-curing customers.
4. Risk assessment for insurance companies (deciding premium for health insurance based on indicators, and auto insurance risk assessment based on driving behaviour).
5. Formulating best communication strategy for debt collection.
6. Product design and tailoring.

Retail Industry

Use-cases: Inventory planning. Anticipating product demands based on market signals and past performance.

Advertising and Communications

Use-cases: Keyword performance prediction for digital marketing agencies.