Can AI help prepare a long-term disability (LTD) claim? Can it draft your disability appeal? Like many claimants, you may be considering or already using AI chatbots to help with your disability insurance application or appeal. If you choose to use AI in your LTD claim, there are important risks to understand first.
It makes sense. People are using ChatGPT, Claude (Anthropic), Gemini, and other AI chat tools in their everyday lives—including the disability claims process.
When you’re facing serious health problems, filing a disability claim or appealing a denied claim can feel like the breaking point. Simple tasks become hard. Filling out forms, organizing medical records, explaining your limitations, and responding to the insurance company can seem impossible. You’re exhausted, worried, and anxious about the future. You need help with your claim, and AI may seem like a great solution.
What could go wrong?
Yes, AI can be extremely useful for organizing information or decoding complex medical terms. Yet relying on artificial intelligence for the bulk of a disability claim or appeal can cause major mistakes. AI has been known to invent court citations, apply the wrong law, omit facts that matter to a claim, and misinterpret doctors’ statements. At a minimum, this can erode credibility with insurance claim analysts.
Before relying on AI for your LTD claim, take these precautions.
1. What You Enter into AI May Not Stay Private
Do not upload or enter unredacted personal or case information into a public AI tool. AI chatbots may retain and process the information you enter, depending on the service and its settings. AI is no substitute for confidential discussions with a lawyer or other professional handling your claim.
The Absolute “Do Not Share with AI” List
a. Personally Identifiable Information — Social Security numbers, date of birth, driver’s license or passport scans, home address, and full legal name.
The Risk: Identity theft, data breaches, or data leaks. If your name is tied to a disability claim in an AI system, it creates another place where sensitive information could be exposed.
b. Protected Health Information & Medical Records — Complete electronic health records, diagnostic codes, prescription histories, psychiatric therapy notes, or imaging scans.
The Risk: A public AI platform is not your doctor or lawyer. Do not assume that information entered into a public chatbot has the same protections as information you share with your doctor or lawyer.
c. Detailed Financial & Employment Records — Bank account numbers, salary slips, household income, tax documents (W-2s), and employer-specific identification numbers.
The Risk: Possible financial fraud and exposure of sensitive employment or financial information.
d. Daily Activity and Functional Information — Detailed descriptions of what you can physically do, what you cannot do, your symptoms, or what your daily routine looks like.
The Risk: Information taken out of context could conflict with what you told your doctor or with what appears in your disability claim. Insurance companies may investigate claims, including through surveillance, so be careful about creating additional records of your activities.
e. Legal & Litigation Strategy — Attorney-client communications, legal briefs, or your specific plan for appealing a denial.
The Risk: Confidentiality and privilege can be complicated. Do not assume that entering a lawyer’s work or your legal strategy into a public AI tool preserves the same protections you would have when communicating directly with your attorney.
2. AI in Your LTD Claim Can Miss Facts, Omit Information, or Make Things Up
AI tools have a documented tendency to “hallucinate”—meaning an AI chat can generate information that is wrong, misleading, or completely made up while presenting it as fact. Even with careful prompting, AI can misread complex medical records or create contradictions or false information in your claim. What it produces may still sound accurate and polished.
AI may also miss important details, misunderstand the policy, provide outdated or incorrect legal information, or suggest an argument that does not fit your claim. That can be a serious problem when using AI in the LTD claim process.
A real-world example shows how this can go wrong.
In Mata v. Avianca, Inc., (1) attorneys relied on ChatGPT for legal research and submitted nonexistent cases and citations the AI generated. The court later determined that the authorities were not real and imposed sanctions.
The case involved an airline lawsuit, not a disability claim, but it illustrates an important risk for anyone using AI in an LTD claim: AI can present incorrect legal information with the confidence and appearance of legitimate legal research.
AI chatbots can also be overly agreeable, reinforcing a user’s assumptions instead of challenging inaccurate statements. You may not realize that a case, legal rule, or interpretation provided by AI is wrong. Using incorrect information in an appeal can hurt your claim’s credibility.
3. Why AI in an LTD Claim Is Not a Substitute for Legal Judgment
Getting your rightful benefits requires an LTD claim or appeal that presents accurate facts, medical records, policy information, work history, and reasons to rebut the insurance company’s decision.
AI cannot reliably handle an LTD claim or appeal because it cannot replace the judgment, legal experience, and human analysis an experienced disability attorney brings to the process. Every claim involves different policy language, medical evidence, work history, facts, and strategy—and knowing how those pieces fit together can make all the difference.
For a free legal consultation, call (800) 562-9830
First, what type of disability insurance policy do you have?
In basic terms, you will have either a group disability plan provided by your employer or a private, or individual, disability policy that you purchased through an insurance agent or broker. The differences matter because different laws govern each.
| Issue | ERISA-governed group LTD | Private/individual LTD |
|---|---|---|
| Typical coverage | Employer-sponsored group plan | Policy purchased directly by the individual |
| Governing law | ERISA and federal regulations | State insurance law, contract law, and the policy’s terms |
| Initial claim | Plan administrator/insurer reviews medical, occupational, and policy evidence under required claims procedures | Insurer evaluates the claim under the policy and applicable state claims-handling rules |
| Decision deadlines | Generally, a disability claim decision is due within 45 days, subject to permitted extensions and notice requirements | Deadlines vary by state and policy; insurers must comply with applicable state insurance regulations |
| Claim denied? | You generally must use the plan’s internal administrative appeal process before suing. The appeal record can become the main evidence in later federal litigation. | You typically follow the policy’s internal procedures and may bring contract or related state-law claims. |
| Court review and remedies | Federal courts often review ERISA claims, sometimes under a deferential standard if the plan grants discretionary authority. Remedies are generally limited to benefits, enforcement of rights, and potentially attorney fees. | Broader state-law remedies may be available, potentially including interest, consequential damages, or bad-faith damages, depending on the jurisdiction and facts. |
Your LTD claim or appeal must meet the legal requirements that apply to your case. It is much more than a writing assignment. It is the pursuit of your monthly disability benefits, governed by specific policy language, medical standards, procedural rules, deadlines, and legal principles.
ChatGPT, Claude, or Gemini may not know these details about your individual claim.
If You Choose to Use AI in Your Initial LTD Application
The Pros—How AI Can Help You Get Started
When you begin your LTD application, AI can help you organize your medical records, thoughts, and paperwork. It can help translate confusing medical or legal terms, make it easier for you or a family member to track deadlines, create a template for a disability symptom journal, or convert your notes into a timeline.
You can use AI to sort through long medical histories to create a clear list of treatment dates and doctor names, or to build a checklist for your initial disability application.
However, AI is a starting point, not a final product. It should never replace your own answers or the oversight of qualified legal counsel.
The Cons—How AI Can Hinder an LTD Application
Artificial intelligence can produce clear, polished content in seconds. The risk is in the details of your claim.
Some examples of high-risk uses of artificial intelligence in the application stage are:
- Asking AI whether you meet the policy’s disability definition
- Having it interpret your policy, medical evidence, or occupational duties
- Letting AI summarize medical records
- Asking (or allowing) AI to make your symptoms sound more severe or persuasive
- Feeding sensitive personal, medical, financial, employment, or legal information into an AI chatbot
Did you know that roughly 53% of long-term disability claims are denied at the initial claim stage every year?
An initial LTD claim should be prepared with these risks in mind. While you are not legally required to hire a lawyer to submit the initial application, obtaining qualified legal counsel can be highly strategic. Insurance providers may look for technicalities, missing evidence, or specific wording that can support a denial or limitation of benefits.
If You Choose to Use AI in Your LTD Appeal
The risks become even more important after a denial. The evidence, policy language, medical record, procedural rules, deadlines, and the insurer’s reasons for denial must all work together.
AI learns by analyzing vast amounts of data. Privacy laws limit public access to much of the history behind LTD claims. As a result, AI usually cannot access every finalized claim file—whether successful or denied—or all confidential documents and procedural details that may affect an individual claim. Public cases and filings show only part of the picture.
That is why an AI-generated appeal can look polished and still miss something important. This is one reason to be especially careful about using AI in your LTD claim after a denial.
AI Does Not Understand Everything in Your Insurance Policy
AI can explain general disability concepts. It may even identify language that appears important in a policy or denial letter. But AI cannot reliably determine how your policy’s provisions interact with your medical evidence, occupation, work history, and the insurance company’s claim review process.
The definition of disability.
Disability is defined in several ways, including “own occupation,” where a person is considered disabled if they cannot perform their specific job, and “any occupation,” where they are deemed disabled only if they cannot perform any job for which they are qualified. These definitions can significantly affect eligibility for benefits.
At 2 years, your definition of disability may shift from “own occupation” to “any occupation.” If benefits were awarded initially, this transition point can be an important time for an insurer to reassess or terminate LTD benefits. This occurs often in group disability claims, and less often in private claims.
Generally, after 24 months, the standard becomes much stricter. You may need to show that you cannot perform the material duties of any occupation for which you are reasonably suited based on your education, training, experience, and sometimes your age. The insurer may look for other jobs you might be able to do, even if they are in a different field or pay less than your previous work.
Your job description.
Your appeal may need a written job description that explains the physical and mental requirements of your “own” job. Sometimes your employer’s version does not match what you actually do. Your doctor’s description of your functional limitations should clearly show that, when compared with your accurate job description, you can no longer do that job.
Limitations for mental health conditions or subjective symptoms.
These provisions may limit or restrict benefits based on the type of condition or the evidence used to support the claim.
Pre-existing-condition provisions.
These clauses may restrict or exclude benefits when the disability is related to a medical condition that existed before your coverage began.
Elimination and waiting periods.
These refer to the time between when a disability begins and when you start receiving LTD benefits.
Proof-of-loss requirements.
A formal statement that supports your eligibility for benefits. This typically includes medical documentation, such as physicians’ statements and diagnostic test results, as well as employment records detailing your job duties and earnings.
Earnings & offsets.
Offsets are reductions in LTD benefits due to other income sources, such as Social Security Disability Insurance (SSDI), Social Security retirement benefits, employer-sponsored retirement benefits, veterans benefits, pension, workers’ compensation, and personal injury settlements.
Residual or partial disability provisions.
These provide benefits when you can still work but at reduced capacity due to illness or injury. They compensate for income lost as a result of your disability.
Required administrative appeals.
In group disability claims, these are necessary steps that you generally must take after your initial claim is denied. Under ERISA, you typically have 180 days to file an appeal, allowing you to submit additional evidence and challenge the denial before pursuing a lawsuit.
Contractual deadlines for filing a lawsuit.
Your LTD policy may contain a deadline for filing a lawsuit after an LTD claim is denied or benefits are terminated.
Each of these provisions can affect your claim differently. It depends on the specific language of your insurance policy and your situation. Even a small phrase can affect whether you qualify for benefits, what evidence matters, and how you must present your claim.
AI in the LTD claim process may also provide a confident-sounding answer based on a different state’s law, an outdated regulation, an inapplicable policy, or false facts. It may overlook an exclusion or make assumptions about your occupation that do not align with the policy’s definition.
That is especially risky because insurance carriers do not simply ask whether your submission sounds persuasive. They look at whether it meets the policy’s exact requirements and whether they can find a reason to limit, deny, or terminate benefits.
A Final Word
When you are sick or injured, asking for help is not a sign of weakness. Your claim deserves to be presented accurately, carefully, and in a way that protects your future.
It is easy to understand why anyone seeking disability benefits turns to AI. You may be facing many hardships and overwhelmed by a denial or the paperwork that comes with a claim. AI is available with a click and can quickly produce something that looks like help. That can feel reassuring when you are exhausted and unsure what to do next.
AI may help with organization, but it should not be trusted to make legal, medical, or strategic decisions that could determine whether you receive the benefits your policy promises.
The real difference is not simply between technology and people. It is between a ground-level automated response and thoughtful, strategic advocacy based on experience handling disability claims, complex appeals, negotiations, and litigation.
You need disability attorneys who can deal effectively with billion-dollar insurance companies. At Marc Whitehead & Associates, we also work to make this difficult process as simple and manageable as possible—and to take the weight of worry off your shoulders.
You don’t have to figure this out alone. If you have questions about your LTD claim, call us at (800) 562-9830. We’re happy to talk with you about your situation and help you understand your options.
Endnotes
(1) Mata v. Avianca, Inc., 678 F. Supp. 3d 443 (S.D.N.Y. 2023).
https://www.law.berkeley.edu/wp-content/uploads/archive/2025/12/Mata-v-Avianca-Inc.pdf
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