Dearbh
For individuals, advocates, clinics & law firms

Denied again?
Fight it with proof.

Dearbh turns a denied claim into a court-ready appeal — across private and ACA health plans, Medicare, Medicaid, and Social Security disability. Whether you’re fighting your own denial, an advocate handling many, or a clinic or attorney standing behind a patient, every claim is proven word for word against the real source.

What is Dearbh? An AI-assisted tool for appealing insurance and benefit denials. It finds the exact rules and policy that apply, pulls the facts out of your denial letter, and proves every claim against its real source. A person reviews the key calls, and the free version runs on your own computer, so your data never leaves it.

Free for one person, on your own machine — offline, nothing leaves this machine.

The story behind it

A thousand denials. One tool built to answer them.

Dearbh’s founder at his desk in a wheelchair, wearing a head-mounted eye-tracking device, using Dearbh on screen through a Tobii tracker.

Dearbh was built by someone who has been denied by insurers a thousand times — and who got tired of losing appeals he should have won.

Its founder lives with spinal muscular atrophy type 2, and navigates computing, development, and communication through eye-tracking and speech recognition. Like everyone with a rare disease, he has faced the denials that never stop.

It is rarely the one big drug. It is the wheelchair, the standing frame, the speech device, the therapy hours, and the renewal that comes back denied after years of being stable. Each one costs time, money, and energy that a person managing a rare disease cannot spare. Most people give up. Nothing on the market was built for that reality, or by someone who lives it.

So he built the appeal engine he needed, and made it one everyone can use.

Built with AI as the force multiplier that made it possible.

Built and used every day with Tobii Dynavox for eye-tracking and Cephable for speech recognition. Its founder is a proud Permobil M3 power wheelchair user, with durable medical equipment provided by Numotion.

Who it’s for

Whether you’re fighting one denial or a thousand.

Dearbh is built for everyone who meets the same wall — individuals, advocates, clinics, and law firms — and gives each of them proof an insurer or agency can’t wave away.

Individuals & families

Fight your own denial with an appeal built to win, not just to send — the real rules and your own records behind every line.

Advocates

Handle far more families with the same hours. Every letter is cited, checkable, and ready — so nothing goes out you can’t stand behind.

Clinics & foundations

Give your specialists a tool that carries your name, learns your community’s denials, and reports your impact — running inside your own network.

Law firms

Build appeals and demand letters on citations that hold up. Every source is quoted word for word and traces to the rule that governs it — ready for the record.

The denial that never stops

When you rely on ongoing care, the denials come every month, not once.

It is rarely the one big drug. It is the wheelchair, the CPAP, the therapy hours, and the home-health visits — the everyday equipment and care that people with disabilities, chronic illness, injury, and rare diseases depend on, coming back denied. Most people never appeal. Many of the appeals that do get filed win.

Wheelchairs & mobility
Speech devices
CPAP / BiPAP
Physical & speech therapy
Home health hours
Medical foods
Genetic testing
Prior-auth renewals

It’s not only private insurance, and it’s not only rare disease. Dearbh appeals denials across the programs people rely on for ongoing care — at first application, at renewal, or after years of coverage.

Private & ACA health plans Medicare Medicaid SSDI — Social Security Disability Insurance SSI — Supplemental Security Income

SSI appeals include federally-administered state supplement (SSP / optional state supplement) determinations. If you can be denied, you can appeal — and Dearbh proves every point against the rule that governs it.

How it works

You see what is missing before the insurer does.

1

Add your denial and records

Drop in the denial letter and everything you have. In the free version this happens on your own computer, and nothing leaves it.

2

Dearbh reads it and finds the gaps

It checks your records against what your appeal needs to prove, and shows you what already has support and what is still missing.

3

Get what is missing

Dearbh helps write the letters that reply to the insurer and request the outstanding records, so your file is complete before you appeal.

4

Check the proof, then file

The appeal quotes every source word for word. You see the real text behind every line, and nothing goes in that you can’t verify.

What we offer that others don’t

Proof you can check, not a black box.

Most tools draft a letter and hope. Dearbh proves every line against its real source, keeps a person on the calls that matter, and runs on your own machine — so what you file can stand up.

Every citation is real

Each source is the exact text from the actual law, policy, or label. No invented studies, no “trust us” database you can’t see. One made-up citation can sink an appeal. Dearbh proves every one against its source.

A person is in the loop

AI does the heavy lifting, but a human reviews the calls that matter. Nothing files itself. You stay in control of every line before it goes out.

Private by default

In the free version your case never leaves your computer. Organisations can run Dearbh entirely inside their own network, so patient data stays with them.

Made to be used by everyone

Built to work with eye-tracking, switch access, and speech recognition, because it was built by someone who uses them every day.

Pricing

Free to start. Fair when you scale.

For one person
Coming soon

The full engine, on your own machine.

  • Runs on your computer
  • Nothing leaves your device
  • Every citation checkable
Per appeal
Coming soon

Online and ready in minutes, for everyday denials.

  • No install, works in your browser
  • Pay only when you file
  • Cited, ready-to-send letter
Institutions
Coming soon

Foundations, clinics, and advocacy teams.

  • Your name on it (white-label)
  • Runs inside your network
  • Shared knowledge base & impact reports

Your denial isn’t the last word.

Build an appeal on proof they can’t wave away.

Coming soon