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Displaying "Analytics" articles (10)

Advanced Analytics in Consumer Finance: Uncovering Growth Opportunities

Advanced Analytics in Consumer Finance: Uncovering Growth Opportunities

This virtual discussion explores the developments taking place within the consumer finance sector, predictive AI and data analytics, whilst examining specific growth opportunities in loan personalization, affordability, pricing, and credit risk. 

Harnessing AI & Machine Learning to Address Vehicle Affordability Issues

This session will provide innovative strategies for utilizing AI and Machine Learning in advanced analytics and credit risk decisioning, focusing on increasing automated loan approvals while managing risk effectively. Learn about AI-driven loan structuring, agile risk decisioning, joint scenario simulation, and enhanced forecasting analytics to optimize approval rates and streamline processes.

Using Pricing Analytics to Increase Loan Profitability and Mitigate Portfolio Risk

What strategies and tools can help lenders maintain their competitive position while focusing on the bottom line? We invite you to join our webinar discussing the role of AI-backed analytics in increasing profitability of auto loans and mitigating risk.

Person in Yellow Jacket and Red Pants Skiing

Dynamic Product Actualization

The insurance industry was built on managing risk, but today’s increasing pace of change in the marketplace requires product and pricing agility. Flexibility will allow insurers to respond to increases in claims costs, prototype new usage-based products, and prepare for new products on the horizon. Achieving this in a way that meets regulatory requirements necessitates new capabilities.

Contextual Multi-Armed Bandits Meets Causal Inferencing

Contextual Multi-Armed Bandits Meets Causal Inferencing

The Multi-Armed Bandits problem is a classic reinforcement learning problem that demonstrates the exploration–exploitation tradeoff dilemma. To correctly estimate the causal effect of price changes or different financial product bundle offers on consumers’ purchasing decisions, the standard methodology is to perform a randomized controlled trial (RCT). However, RCTs could be expensive, and financial institutions are often reluctant to conduct them for the required period of time.

Utilizing Rating & Pricing AI at Scale to Conquer Business Objectives

Join Paul Davies, Head of Data Science for D&G as he discusses the journey from adopting cloud technologies, adding AI, to delivering the right product, at the right price, at the right time.

Expect the unexpected - winning in a volatile market with agility and fairness

Peter Reynolds from Earnix talks about how organizations can create a system that enables advanced analytical data handling at scale, smarter automation, and real-time price deployment.
The Price is Right: Using Predictive Analytics to Deliver Personalized Insurance

The Price is Right: Using Predictive Analytics to Deliver Personalized Insurance

In this case study, hear how Gore Mutual Insurance and Earnix used predictive analytics solutions to deliver dynamic pricing and personalized insurance products for customers.