Write medical appeal letters faster with AI

Revise helps teams turn denial language and chart details into clearer, reviewable appeal drafts.

Built for repetitive appeal workflows

Documents stay private and encrypted

Answer denials with clearer medical necessity

Respond directly to denial rationales
Turn vague appeal language into an argument that addresses the plan's stated reason.
Preserve clinical facts and dates
Ask the agent to keep diagnoses, dates, and treatment history unchanged.
Make chart details usable
Convert shorthand into readable medical necessity language for reviewer packets.
Review before submission
Every edit is inline so clinical and administrative reviewers can verify it.

Why Revise?

Revise brings AI into appeal drafting without hiding the changes clinical teams need to verify.

An AI agent for denial responses

Revise rewrites appeal language inline while preserving clinical details for review.

Every appeal draft preserved

See how chart notes, denial language, and reviewer comments changed the letter.

Appeal Draft

Re: Appeal of Denial — Member J. T., Claim No. 4471829. I am writing on behalf of my patient to formally appeal the denial of coverage dated April 3, 2026.

The denial states that the requested lumbar MRI is "not medically necessary." I respectfully disagree, and the clinical record supports overturning that determination.

The patient has presented with persistent radicular pain radiating into the left leg for more than twelve weeks, with associated numbness and a positive straight-leg-raise test.

Conservative treatment has been tried and has failed. The patient completed six weeks of physical therapy, a course of NSAIDs, and an activity-modification program without meaningful improvement.

The plan's own clinical policy authorizes advanced imaging after six weeks of failed conservative care when neurologic findings are present, as they are here.

Imaging is requested to confirm the suspected disc herniation and to guide the next stage of treatment, including whether the patient is an appropriate candidate for a targeted epidural steroid injection before any surgical referral is considered.

Enclosed are the office notes, the physical-therapy discharge summary, and the relevant sections of the plan's medical policy.

Based on this documentation, I ask that you overturn the denial and authorize the requested lumbar MRI without further delay. Please contact my office if any additional information is needed.

Catch appeal-letter errors

Revise flags wording slips before they reach a payer reviewer.

It remembers appeal standards

Save recurring instructions for plans, service lines, and review packets.

Try Revise for free

Revise runs in your browser - no installation required.

Common Questions

Is my appeal letter data secure and private?

Yes. Your documents are encrypted in transit and at rest, and they are never used to train AI models. The AI providers that process your requests don't retain your conversations or document content. Clinical details, denial rationales, chart notes, and member information stay private.

Can I bring in appeal letters and clinical summaries I already have?

Yes. Import an existing .docx, Google Doc export, or PDF and your formatting, headings, and tables come with it. Revise it with the agent, then export back to DOCX or PDF.

How is Revise different from Google Docs or Word?

Revise has an AI agent built into the editor that proposes edits inline, and every change shows as a red/green diff you accept or reject. For appeals, that means staff can improve readability while reviewers verify all clinical facts before submission.

Is Revise free?

Revise has a free tier that includes the editor and the AI agent. Heavier usage is covered by paid plans.

See pricing