Automate Data Prefill for Faster Applications

Applicants often find insurance applications lengthy and repetitive. Manually entering information already available elsewhere adds friction to the process. LLMs can leverage third-party data sources and public records to automatically prefill significant portions of an application form once basic identifying information is provided. This speeds up the application process for the customer and reduces data entry errors for the insurer. For instance, an LLM could prefill property details (year built, square footage) for a homeowner's application using public property records.