Back to Medical Practice
Medical PracticePro · $5~4 hours to set up, 30 min/week ongoing

Speed Up Insurance Pre-Auth and Reduce Billing Denials

Pre-authorization and billing denials are the single largest controllable revenue leak in most small practices. Delayed approvals delay care, denied claims go unappealed, and staff burns hours on paperwork that could be systematized. This guide builds a full pre-auth and denial management system: payer-specific playbooks for your top 5 insurance plans, pre-auth request templates that reduce back-and-forth, a structured denial review process, and appeal letter templates that actually recover revenue. The payer landscape changes fast, so the guide also installs a monthly update ritual so the system stays current. This guide assumes that any step involving patient data — even initials, dates, claim numbers, or IDs — runs in an AI tool with a signed Business Associate Agreement; denial data is PHI.

Advanced~4 hours to set up, 30 min/week ongoingChatGPT or Claude · Your payer list · Recent denial data · EHR

What You’ll Get

  • A payer-specific playbook for your top 5 insurance plans
  • Pre-auth request templates tuned to common procedures and denial reasons
  • A denial categorization and triage protocol
  • An appeal letter library with templates for the 10 most common denial reasons
  • A monthly update ritual that keeps the system current as payer rules change

Step-by-Step Guide

1

Audit your denial and pre-auth data

The first move is knowing where the problem is worst. Most practices don’t know their denial rate by payer or their pre-auth turnaround time by procedure.

Data you need

Pull 90 days of pre-auth requests and denials. For each: procedure/service, payer, an internal ID in place of the patient, date of request, date of decision, denial reason (if denied), resolution (appealed, accepted, write-off), dollar amount. Patient data is PHI. Strip it to the minimum necessary (appointment type, day-of-week, category, an internal ID) before it goes anywhere, and only use a tool with a signed BAA for anything that still identifies a patient. Initials and dates still count as identifiers.

Prompt
I want to audit my practice's pre-auth and denial patterns.

My specialty: [TYPE]
My top 5 payers by volume: [LIST]
My typical monthly pre-auth volume: [NUMBER]
My typical monthly denial volume: [NUMBER + dollar amount if known]

Here is my 90-day data (internal IDs only, no patient names or claim-level identifiers beyond what's needed):
[PASTE OR SUMMARIZE]

Please analyze:
1. Denial rate overall and by payer (flag any payer with >5% denial rate)
2. Top 5 denial reasons by volume and by dollar amount
3. Average pre-auth turnaround time by payer (flag payers above 5 business days)
4. Pre-auth denial rate by procedure type
5. Appeal success rate overall and by denial reason
6. Estimated revenue recoverable if we reduced denial rate to X% and appealed more denials
7. Top 3 opportunities to target first
2

Build a payer-specific playbook for your top 5 plans

Each payer has different rules, forms, and quirks. A playbook per plan removes the "how does this payer handle X" guesswork.

Prompt
I want a playbook for each of my top 5 insurance plans.

My top 5 plans:
1. [e.g. "Blue Cross Blue Shield PPO"]
2. [PLAN 2]
3. [PLAN 3]
4. [PLAN 4]
5. [PLAN 5]

For each plan, please create:
1. **Pre-auth portal or submission method** — where to submit, typical fields required
2. **Documentation requirements** — what's always needed (H&P, labs, imaging, prior conservative treatment, etc.)
3. **Typical turnaround time** — both stated and real-world
4. **Common denial reasons for this payer** — what they're picky about
5. **Appeal process** — how long we have, what format, where to submit
6. **Contact tree** — who to call for: expedited review, peer-to-peer, appeal status, credentialing
7. **Known quirks** — things this payer does differently that have bitten us before
8. **Pre-auth requirement list** — what procedures always require pre-auth for this plan (specialty-specific)

Format as a one-page reference per plan that my billing team can reference instantly.

Pro guide

Unlock the full playbook.

This guide has 7 steps — prompts, frameworks, and templates built for your industry. Unlock for $5.

How Pro works

one-time, unlock this guide forever on this browser. Secure checkout via Stripe.