In my last two posts, I’ve talked about how both claimants and insurance companies are using artificial intelligence in long-term disability claims.

The reality is this:

AI is now part of the system—whether we see it or not.

It’s being used to organize information, identify patterns, and influence how claims are reviewed.

And that means the way long-term disability claims are assessed is changing.

But here’s the part that matters most:

There are still very real, very practical steps you can take to protect your claim.

And in many cases, those steps matter more now than they ever have.

Start With This: Your Claim Needs to Make Sense on Paper

One of the biggest shifts I’m seeing is how important it is for a claim to appear clear and consistent when it’s reviewed.

Not just to a person—but to a system that may be scanning for patterns.

That doesn’t mean your experience needs to be simplified.

But it does mean that how your condition is documented matters.

For example, if your medical records describe your symptoms one way, but your forms describe them differently, that can create confusion.

If there are gaps in treatment, or changes in how your condition is reported, those can raise questions.

In real life, those things often have perfectly reasonable explanations.

But those explanations aren’t always obvious when your file is being reviewed.

Consistency Matters More Than You Think

I often tell clients that consistency doesn’t mean your condition never changes.

Many disabilities fluctuate. That’s normal.

But what matters is that your records tell a coherent story over time.

I’ve worked with clients who were doing everything right—attending appointments, following treatment recommendations, and communicating honestly about how they were feeling.

But their claim was still questioned because one report described their symptoms differently than another, or because there was a gap in treatment that wasn’t explained.

In context, there were valid reasons for all of it.

But without that context, the file didn’t tell a clear story.

And that’s often where problems start.

Be Careful With How You Describe “Good Days”

This is something I see often.

A client will tell their doctor they had a slightly better day. Or they’ll try to push themselves to do something small and note that it went “okay.”

That’s human.

But in a disability claim, those moments can sometimes be taken out of context.

Without the full picture, a note about improvement can look like recovery.

What it may not capture is what happened afterward—the fatigue, the setback, or the fact that the effort wasn’t sustainable.

This doesn’t mean you shouldn’t be honest.

But it does mean that context matters.

Your Medical Evidence Needs to Tell the Full Story

Medical records are one of the most important parts of a long-term disability claim.

But they don’t always capture everything.

Doctors are often focused on diagnosis and treatment—not necessarily on documenting how your condition affects your ability to work.

And that gap can matter.

I’ve seen claims where the medical evidence was technically there, but it didn’t clearly explain how the condition affected day-to-day functioning, why the person couldn’t perform the essential duties of their job, or how symptoms fluctuated over time.

In a system that may be scanning for key indicators, that kind of detail can make a significant difference.

Small Details Can Have a Bigger Impact

One of the challenges with AI-driven systems is that they don’t always distinguish between what is important and what isn’t.

They identify patterns.

That means something small—like a gap in treatment, a delayed response, or a change in wording—can be flagged without understanding why it happened.

For example, I’ve worked with clients who missed appointments because they were simply too unwell to attend.

From their perspective, that makes sense.

But from the perspective of a file being reviewed, it can raise questions.

This is where context becomes critical.

You Don’t See What the Insurer Sees

One of the most difficult parts of this process is that claimants don’t have visibility into how their file is being assessed.

You don’t see what is being flagged.

You don’t know what patterns are being identified.

And you don’t always understand why certain requests are being made.

I’ve had clients come to me frustrated because they felt like their claim was being picked apart.

They didn’t understand why certain questions were being asked, or why their insurer was focusing on specific details that didn’t seem important.

In many cases, those details had been flagged somewhere in the review process—often without the client knowing.

What you experience is the outcome—additional forms, requests for information, delays, or a denial.

That disconnect can make the process feel unpredictable and, at times, overwhelming.

What You Can Do to Protect Yourself

There are a few things I consistently come back to when working with clients.

Make sure your information is as clear and consistent as possible across all documents.

Don’t assume that your medical records tell the full story—if something is missing or unclear, that’s something that can be addressed.

Pay attention to how your condition is being described—not just in one place, but across your entire claim.

And if something doesn’t feel right, don’t ignore that instinct.

If you’re unsure about how long-term disability claims work, I’ve explained the basics here:
👉 https://www.mulqueendisabilitylaw.com/blog/what-is-long-term-disability/

And if your claim has been denied, you can read more about your options here:
👉 https://www.mulqueendisabilitylaw.com/blog/long-term-disability-denied/

Why This Matters More Now

AI hasn’t changed the legal test for long-term disability benefits.

But it is changing how information is reviewed.

That means the margin for confusion is smaller.

And the need for clarity is greater.

Your claim needs to do more than exist.

It needs to make sense—clearly, consistently, and in a way that reflects your actual experience.

Questions I’m Often Asked

Do I need to change how I approach my claim because of AI?
Not entirely—but clarity and consistency are more important than ever.

What’s the biggest mistake I can make?
Assuming that your file speaks for itself without context.

Can small inconsistencies really affect my claim?
They can, especially if they are misunderstood.

Should I be worried about AI?
Not necessarily—but you should be informed.

When should I get legal advice?
If you’re unsure about your claim, if things aren’t making sense, or if your claim has been denied.

A Final Word

AI may be part of the process now.

But your claim is still about you—your experience, your limitations, and your ability to function in your own life.

The challenge is making sure that story is not only told, but understood.

And if it’s not, that’s where having the right guidance can make all the difference.

Contact us for a Free Consultation

Mulqueen Disability Law specializes in hard-to-prove long-term disability claims for “Invisible Conditions” such as mental illness (depression, anxiety, PTSD) and chronic conditions (pain, neurological, immunological, concussion, post-COVID)  Contact us for a free confidential consultation.

Mulqueen Disability Law is a boutique law firm, focused on litigating long-term disability insurance benefit claims. Courtney Mulqueen and her team of legal professionals are Trauma-Informed Certified and have over two decades of experience exclusively in the area of long-term disability law. She and her team draw on their “insider” experience working for the insurance companies (including, Canada Life, Sun Life, Manulife, and OTIP), that they now sue for their clients.  

The preceding is not intended to be legal advice. This blog is made available for educational purposes only as well as to give you general information and a general understanding of the law, not to provide specific legal advice. By using this blog, you understand that there is no solicitor client relationship between you and the blog publisher. The blog should not be used as a substitute for competent legal advice from a licensed lawyer in your jurisdiction. If your disability claim has been denied and you require legal advice, please contact a lawyer specializing in disability law.