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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.

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Your Roadmap to Accelerating Digital Transformation

Traditional banking is well behind other consumer-facing sectors such as Retail, Healthcare Payers, and Telecom, and those sectors are setting consumer expectations that banks must meet to be successful. Driven by their experiences elsewhere, banking customers have come to expect offers crafted just for them, delivered whenever is convenient for them, and through the means and media they choose.

Complete Automation Leads to Price Modelling Success for BGL Group

BGL Group is always looking for innovative, advanced solutions to deliver the best product offerings, service and value to its customers. To this end, BGL employed Earnix’s advanced pricing solution for meeting the needs of internal users and making the company more competitive.

10 Insurance Technology Trends Reshaping the Industry

A number of high-impact business trends are shaping and reshaping the insurance industry as we speak. Capgemini’s Executive Vice President, Seth Rachlin, Ph.D., shares his thoughts on why companies need to “prepare for the world as it is today, and not as it used to be.”

Meet New Regulatory Changes Faster & Easier

The UK’s Financial Conduct Authority (FCA) aims to tackle ‘Price walking’ through the implementation of new rules that protect consumers from loyalty penalties related to various insurance products. These updates are likely to change the insurance industry as firms will now have to offer renewal prices that are no higher than the prices offered to new customers.

Lead the UBI Revolution - Brochure

Usage-based insurance (UBI) has already fundamentally changed the P&C insurance landscape. Now with Earnix and its telematics app, you can get the full picture of driver behavior and model a wide range of data to develop and deploy the right personalized UBI offers in real-time.

The Surprisingly High Cost of Delaying Tech Adoption

Traditional pricing and rating systems tend to be individual, siloed applications that require too much time and manual effort to make them work - causing significant pricing delays and missed opportunities. In this eBook, we will delve into why insurers have not focused on new technology and describe the nine capabilities every insurer should demand as they evaluate new rating and pricing technology.

Dynamic Product Actualization for P&C

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.