Disability Claims Medical Record AI

Disability files are a different kind of hard

A disability claim — short-term, long-term, or SSDI — is decided on the relationship between documented medical findings and functional capacity over time. The file is not one injury and six months of treatment; it is often several conditions, a dozen providers, and years of notes in which the important statements about function are buried in routine follow-ups.

The questions are specific:

• What are the diagnosed conditions, and when was each established?
• What does the record say about functional capacity — sitting, standing, lifting, concentration, attendance — and how has it changed?
• Is treatment ongoing and compliant, and is there a documented plateau?
• Are there gaps in treatment or inconsistencies between providers?
• Does the record support the own-occupation / any-occupation transition at the change-of-definition date?

What OctopusLM produces for a disability file

Upload the records as received. OctopusLM returns:

• A dated chronology of every encounter, diagnosis, medication change, functional statement, imaging result, and specialist opinion — with a page citation on every line.
• A narrative summary of the conditions, treatment course, current status, and documented functional limitations.
• Visible gaps and plateaus — periods without treatment, or long runs of unchanged findings, are obvious on a dated timeline in a way they never are in a PDF.
• Word and Excel export for the claim file, the IME referral, or the appeal.

Long treatment histories and mental health records

Two file types dominate disability work and both are hard to summarize by hand:

• Chronic pain and musculoskeletal — years of physio, injections, medication changes, and imaging. See chronic pain claims and long treatment histories.
• Psychiatric and psychological — narrative-heavy notes where symptom severity, medication response, and functional statements are scattered. See reviewing mental health documentation.

OctopusLM is built for both, and for files where the two overlap.

Who uses it on disability files

Pricing

Run one real file at $0.10 per page. Individual professionals use $250 per month unlimited. Disability units with multiple examiners are priced as a custom Insurance & Legal plan with multi-user accounts and case sharing — book a 15-minute demo.