Real World Application: Helping Champions of Our Most Vulnerable w/ LLMs

Learn how we applied LLMs to parse large disability claim PDFs, extract key medical details, create structured scores, and share practical lessons.

Overview

The Briefed.io team has been tinkering with AI to help social security disability applicants get the highest quality representation. Attorneys who represent these clients are underwater and need better tools to sift through large PDF documents to extract the most relevant diagnoses, procedures, and treatments that show their client is disabled.

We’ve been tinkering with LLMs and various prompts to create structured output, ‘score’ results, and improve prompting and processes.

Tech stack