Is a Long-Term Disability Appeal Using ChatGPT as Good as an Attorney?

Why ChatGPT Can’t Replace an Attorney in an ERISA Disability Appeal

“Is a long-term disability insurance appeal using ChatGPT as good as an attorney?”

 It’s a question I hear more and more often as AI tools become part of everyday life for both clients and attorneys.

A variation of the question would be: 

Should I use ChatGPT instead of an attorney for a long-term disability appeal?

My answer is simple: No.

I asked ChatGPT the question directly, and it agreed.

ChatGPT can be an excellent tool for organizing records, understanding a denial letter, and even helping draft portions of an appeal. But for most long-term disability appeals, especially ERISA claims, it is not a substitute for an attorney whose job is to build the administrative record that may determine the outcome of your entire case.

As a long-term disability attorney, I strongly believe that experienced legal representation is essential for many reasons.

Rather than simply asking you to take my word for it, I decided to ask ChatGPT the question myself.

Here’s What I Asked ChatGPT

My Question:

Is a long-term disability appeal using ChatGPT as good as using an attorney for my appeal?

After thinking for about 32 seconds, ChatGPT answered:

“Usually, no—especially for an employer-sponsored ERISA long-term disability claim. ChatGPT can help organize records, analyze a denial letter, identify arguments, and improve drafting. But it is not an adequate substitute for an experienced disability attorney’s strategy and judgment.”

I agree.

ChatGPT Correctly Identified the Biggest Issue

ChatGPT went on to explain:

“The central problem is that an LTD appeal is not merely a persuasive letter. It is the process of building the evidentiary record: medical proof, physician opinions, functional restrictions, occupational evidence, vocational analysis, credibility evidence, policy interpretation, and responses to every stated denial rationale. Under ERISA, claimants generally receive at least 180 days to appeal and may submit additional evidence. 

That administrative appeal may also be the claimant’s last meaningful opportunity to introduce evidence. The Supreme Court has recognized that federal courts generally limit later review to the administrative record developed during the insurer’s internal review. Evidence omitted from the appeal may therefore be unavailable in litigation.”

That point cannot be overstated.

Many people assume that if they clearly explain why they cannot work, the insurance company will reverse its decision. Unfortunately, disability insurers rarely deny claims because a claimant failed to tell a compelling story.  

Instead, they often deny claims because they argue the medical evidence does not prove functional limitations under the policy’s definition of disability.

An experienced long-term disability attorney focuses on developing the evidence necessary to meet that definition.

ChatGPT Also Explained What It Can Do Well

ChatGPT listed several legitimate ways it can help, including:

• Explaining a denial letter
  
• Organizing medical records
  
• Creating timelines
  
• Drafting questions for physicians
  
• Helping prepare an appeal letter
  
• Comparing medical records to the insurer’s stated reasons for denial

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ChatGPT then  Explained What an Experienced LTD Attorney Adds

ChatGPT itself advised that:

“an attorney should determine:

• Exactly what must be proven under the policy’s disability definition.
• Whether the claimant’s occupation has been correctly identified.
• Which medical, functional-capacity, neuropsychological, or vocational evidence is needed.
• How to neutralize surveillance, social-media evidence, independent reviews, and alleged inconsistencies.
• Whether the insurer violated ERISA’s claims-procedure requirements.
• Which issues and evidence must be preserved for a later lawsuit.
• Whether a physician’s statement actually helps—or inadvertently damages—the claim.”

ChatGPT stressed:

“A polished ChatGPT appeal can still fail because it repeats medical conclusions without obtaining the specific functional and occupational evidence the insurer or a reviewing court will require. Insurers are generally not required to give controlling weight to a treating physician merely because that physician treated the claimant.”

I agree 100% with that, and with ChatGPT’s summation. It concluded:

“Best approach

For a significant LTD claim, the strongest arrangement is generally:

Experienced LTD attorney + careful use of ChatGPT as a research, organization, and drafting assistant.

Using ChatGPT alone is most defensible when the denial involves a simple missing document, the benefits at stake are modest, and the medical and occupational evidence is already unusually strong. An attorney is particularly important when the policy is employer-sponsored, the insurer disputes functional capacity or occupation, the claimant has multiple conditions, or the appeal deadline is approaching. Most private-employer benefit plans fall under ERISA, although governmental and church plans and some other arrangements may be treated differently.”

So there you have it from ChatGPT itself. 

Question: Should you use ChatGPT instead of an attorney for a long-term disability appeal when ChatGPT says you should not? 

Answer: My strong opinion is “no”, and would be the same even if ChatGPT did not agree.

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