chrisford

The end result included it raining 6-7s, flying trains, and lots of characters.

The vision model has consistently been degraded since 3.5, specifically around OCR, so I hope it has improved with Claude Sonnet 4.5!

Why?

ChatGPT or Claude can't review thousands of medical records at once.

It finds details that are hard for humans to see. It won't get fatigued when looking through thousands of records and stays consistent.

Similar markets, yes.

Why? We are just another AI agent trying to help humans automate tedious work.

No, everything is human-monitored. There is a startup working on AI arbitration though - https://judgeai.space/

It's a productivity AI agent meant for workers who were already dealing with medical records and creating medical chronologies manually, primarily in the legal space.

This is correct. Also, when a law firm client goes under contract with a firm, they often sign HIPAA-compliant medical-release documentation.

Some software providers in the AI medical space are conservative here and have customers sign a BAA directly on signup.

Yes, we are not using the dreaded RAG to accomplish this task, although we do have it available if a customer wants to chat with their case documents.

Thanks for your comment! Medical chronologies are already very common across personal injury law and other legal practice types. The problem is that paralegals are spending days, if not weeks, combing through thousands of medical records and entering them into an Excel spreadsheet. This automates most of that task.

We have built Legalyze.ai, a tool for lawyers to query thousands of files at once. We are using Langchain in coordination with GPT-4 and Pinecone to query massive sets of data at once.

Lawyers can also generate procedural documents like motions and requests using their case as context.

Contact chris@legalyze.ai for a trial and check out our open source project - https://github.com/Haste171/langchain-chatbot