Dearbh
For individuals, advocates & clinics

Denied again?
Fight it with proof.

Dearbh turns a health-insurance denial into a court-ready appeal — whether you’re fighting your own claim, 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 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 three kinds of people who all face the same wall — and gives each of them proof an insurer can’t wave away.

Individuals & families

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

Advocates & attorneys

Handle far more clients with the same hours. Every letter is cited, checkable, and ready to stand up — so your name goes on work you can trust.

Foundations & clinics

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

The denial that never stops

For a rare disease, the denials come every month, not once.

It is rarely the one big drug. It is the everyday equipment, therapy, and renewals that come 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

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.

Why Dearbh is different

Proof you can check, not a black box.

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