For Insurance Claims Adjusters ·
What you'll accomplish
By the end of this guide, you'll have ChatGPT Pro set up to analyze and summarize medical records, demand packages, and other large documents — turning a 200-page PDF that would take you 3 hours to review into a 1-page summary in under 2 minutes. You'll use this every time you receive a demand package or voluminous medical records on a casualty claim.
What you'll need
Go to chat.openai.com. If you don't have an account, click "Sign Up" and create one with your personal email (use a personal email, not your work email, since you'll be uploading sensitive claim data — check your carrier's data privacy policy first).
Once logged in, click your name in the bottom left → Upgrade plan → ChatGPT Plus → Enter payment details ($20/month). Your account upgrades immediately.
What you should see: After upgrading, you'll see a small "Plus" badge next to your account name, and the model selector at the top will show "GPT-4o" as an option.
Troubleshooting: If you don't see the Upgrade option, you may already have a Plus account, or your organization may have enterprise access — check with your IT department.
Click New Chat in the left sidebar. At the top of the chat window, click the model selector and choose GPT-4o (this is the model that supports file upload).
What you should see: The input box at the bottom now has a paperclip icon (attachment button) on the left side, indicating file upload is available.
Click the paperclip icon (or the "+" button) in the chat input box. Select Upload from computer. Navigate to your medical records PDF or demand package and click Open.
Wait for the file to upload — you'll see a small preview of the document appear above your text input. Large files (50+ pages) may take 10-20 seconds to upload.
What you should see: A thumbnail or file name appears in the chat input, indicating the document is attached and ready.
Troubleshooting: If your file is very large (over 200 pages), consider splitting it into smaller chunks using a free PDF splitter tool (ilovepdf.com works well). ChatGPT handles most single PDFs well, but very large files may time out.
After uploading, type your prompt in the text box. Here's the prompt that works best for medical demand packages:
Summarize this medical demand package for an insurance claims adjuster. Provide:
1. Injury overview: What injuries were claimed and how were they diagnosed?
2. Treatment timeline: Key treatment dates from first visit to most recent
3. Total medical bills: Itemized by provider if possible
4. Any treatments that appear unrelated to the claimed incident (note if you see pre-existing conditions referenced)
5. Disputed or unusual charges worth investigating
6. Key dates: Date of loss, first treatment, most recent treatment
7. Any gaps in treatment (periods of more than 30 days with no treatment)
Keep the summary to one page. Flag any red flags that warrant further investigation.
Press Enter and wait about 30-60 seconds.
What you should see: A structured, 1-2 page summary organized into the sections above.
After reading the summary, you can ask specific follow-up questions in the same chat:
The AI keeps the document in context throughout the conversation, so you don't need to re-upload.
What you should see: Specific answers drawn from the document, often with references to page numbers or document sections.
For a simple auto injury claim (soft tissue):
Summarize this medical demand for an auto accident claim. What were the injuries, what treatment was received, what did it cost, and is there anything in the records suggesting a pre-existing condition or injury unrelated to the accident?
For a complex liability claim:
This is a demand package for a slip-and-fall liability claim. Summarize: claimed injuries and mechanism, treatment received, total bills, any comparative fault indicators (e.g., claimant ignored wet floor sign), and any inconsistencies between the narrative in the demand letter and the actual medical records.
For a workers' compensation claim:
Summarize these workers' compensation medical records. Include: nature of work injury, treatment history, work restrictions noted by physicians, any disputes about return to work, and any records suggesting the injury may not be work-related.
For checking for fraud indicators:
Review these medical records for indicators that might suggest inflated or fraudulent billing. Look for: unusual billing patterns, duplicate charges, treatments inconsistent with the claimed mechanism of injury, or gaps followed by sudden resumption of treatment.
For a quick cost check:
List every medical provider in this document, how many times the claimant was seen, and the total billed by each provider.