Integration Pattern: Batch Summarization

In this chapter, we will explore the application of Generative AI (GenAI) to summarize documents, an invaluable capability across industries. However, before delving into a specific use case, it’s essential to recognize that search intelligence powered by GenAI supports multiple use cases beyond document summarization. These include test case generation, document search supporting text, audio, and video-based data, as well as various analysis business use cases. Our focus, however, will be on a compelling use case within the financial services sector, where document summarization can streamline processes and enhance regulatory compliance efforts.

To illustrate this use case, let’s consider a scenario where a financial services company is faced with the daunting task of reviewing a high volume of client applications. These applications often span multiple pages and encompass a wide range of information, including personal details...