Go Back Research Article December, 2025

Revolutionizing Customer Master Data in Insurance Technology Platforms: An AI and MDM Architecture Perspective

Abstract

We present a new architecture pattern for the implementation of Master Data Management for Customer Records, as the core of insurance technology platforms. It integrates the initial creation and perpetual trusts of the Customer records, with the native capabilities of Insurance technology platforms. This architecture is contextualized into components, business processes and Digital Twins. We use case studies to illustrate the capabilities of the architecture as a solution to common problems in the industry. We also traverse into automation rules, utilizing Artificial Intelligence technology enabled by neural networks and language transformers. Our architecture aims to enable the automation a deeper customer understanding and segmentation, driven by the detection of the customer voice exposed into the communications and interactions of the customer with the insurance company.

Keywords

customer master data insurance technology insurtech artificial intelligence machine learning master data management mdm architecture data governance data integration data quality customer 360 view policyholder data digital transformation data analytics automation real-time data processing cloud-based mdm data stewardship predictive modeling personalization regulatory compliance data orchestration identity resolution
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Details
Volume 36
Issue 6
Pages 579-606
ISSN 1041-2743