Banking analytics and data insights
Put your banking analytics data to work in innovative ways
Predictive and prescriptive banking analytics for your business
Customer insights
Our 360-degree views of customer-bank relationships provide:
- Predictive attrition models to target high-value customers whose behaviors indicate possible churn
- Customer sentiment from online sources and contact centers that can predict behaviors of life events
- Improved segmentation of customers based on dynamic behavior indicators
Portfolio management
Profitability analysis and a 360-degree view of branch performance and products offer:
- Predictive models that can increase customer attraction, increase account openings, and assist with branch rationalization and planning
- Prescriptive models to determine propensity to open an account and to make cross-sell recommendations
Marketing and sales
Website and mobile app customer activity tracking helps you:
- View historical trends
- Target the specific customers who will most likely respond to marketing campaigns
- Determine which offers customers will find most valuable through increased channel optimization
- Improve cross-sell and up-sell initiatives through better customer targeting
Risk and compliance
Compliance with financial crime, stress testing, and other regulations to assist you with:
- Increased effectiveness of fraud detection through improved cognitive models
- Improved efficiency and effectiveness of anti-money laundering (AML) investigations through advanced network relationship generation and entity resolution
- Predictive models for forecasting stress testing
Operations
Peer analysis and benchmarking against historical best-in-class performance provide:
- Scorecards and predictive models that use alternate sources and big data to improve approval rates for loans
- Budgeting and forecasting models to optimize branch performance
- Robotic process automation (RPA) to provide increased automation efficiency and reduced risk
Crowe can help your bank with its specific data needs
Related banking data services
Bank data management
Put your data to work by applying advanced bank data management systems and tools.
Bank data governance
Set up your data strategies for success with effective data governance.
Bank benchmarking
Gain the insight to interpret the quantitative metrics behind your bank benchmarking numbers.
Bank data management
Put your data to work by applying advanced bank data management systems and tools.
Bank data governance
Set up your data strategies for success with effective data governance.
Bank benchmarking
Gain the insight to interpret the quantitative metrics behind your bank benchmarking numbers.
Featured insights
Contact us
Crowe banking analytics professionals can help you make the most out of bank data. Contact us today.
