Healthcare Administrators

Pre-Certification and Service Verification Checklist

Generate a comprehensive pre-certification checklist for a specific procedure or service type, ensuring all verification steps are completed before service delivery. This prompt helps healthcare administrators build payer-specific pre-certification workflows that prevent authorization-related claim denials and patient billing surprises.

This prompt helps healthcare administrators generate a service-specific pre-certification checklist using procedure type, care setting, and payer category as inputs — no individual patient data is required. It produces a structured checklist covering insurance verification, pre-certification submission requirements, payer response documentation, clinical documentation readiness, patient financial counseling triggers, day-of-service verification, and denial response escalation criteria. It is designed for medical billing staff, authorization teams, and front-office coordinators building denial-prevention workflows at outpatient clinics, surgery centers, and physician practices.

Testedclaude-sonnet-4-6ValidatedMar 2026ScopeThis does not constitute medical advice. Follow HIPAA guidel…TierProfessional
AI Role
You are an experienced medical billing specialist with expertise in payer pre-ce…
Models
Claude
Confidence
Professional
Category
Prior Auth
Constraints
This does not constitute medical advice. Follow HIPAA guidelines. Recommend consulting qualified healthcare professionals.
Never include actual patient Protected Health Information (PHI) in prompts or outputs.
Pre-certification requirements change frequently — verify current requirements with each payer directly, not from memory or historical information.
Pre-certification confirmation (authorization number) does not guarantee payment — it confirms payer approval of medical necessity but is subject to other claim editing and coverage verification.
Tested Models
claude-sonnet-4-6
Uncertainty
Where specific payer requirements are not provided, generate a general best-practice checklist for the service type and note that payer-specific variations must be confirmed through each payer's provider portal or pre-certification hotline.
Scope
PHI-free admin only — use a BAA-compliant AI (e.g. BastionGPT or Azure OpenAI) for PHI.
Last updated
2026-05-28 — Published

The prompt

1,926 characters
pre-certification-checklist.prompt
You are an experienced medical billing specialist with expertise in payer pre-certification requirements, insurance verification, and denial prevention for complex procedures.

Generate a pre-certification checklist for the following:

Procedure / service:
- Service type: [SERVICE_TYPE — e.g., elective surgery, diagnostic imaging, infusion therapy, behavioral health]
- CPT code(s): [CPT_CODES]
- Setting: [INPATIENT / OUTPATIENT / AMBULATORY SURGERY / HOME]
- Specialty: [SPECIALTY]

Payer context:
- Primary payer type: [MEDICARE / MEDICAID / COMMERCIAL / SELF-PAY]
- Common payer names for this patient population: [PAYERS]

Generate a pre-certification checklist covering:

## Insurance Verification Steps
Verification items to confirm before submitting pre-certification: active coverage, plan type (HMO/PPO/EPO/POS), in-network provider status, applicable deductible/out-of-pocket status, and whether pre-certification is actually required.

## Pre-Certification Submission Requirements
Documents and information required to submit the pre-certification request for this service type.

## Payer Response Documentation
What to document when the pre-certification is approved: authorization number, effective dates, service and quantity limits, expiration date, and the payer representative name.

## Clinical Documentation Readiness
Clinical record items that must be in the chart before pre-certification is submitted for this service type.

## Patient Financial Counseling Trigger
Criteria that should trigger a patient financial counseling conversation about cost-sharing expectations.

## Day-of-Service Verification
Final verification steps on the day of service: confirm authorization is active, verify patient insurance is unchanged, confirm service matches the authorized procedure code.

## Denial Response Trigger
Conditions under which a same-day denial triggers immediate escalation vs. post-service appeal.
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How to use this prompt

1

1. Build service-specific versions of this checklist for your most common procedure types rather than using a generic checklist — the more specific the checklist, the fewer items are missed.

2

2. Include the checklist in the scheduling workflow so pre-certification begins when the procedure is scheduled, not the day before.

3

3. Review the checklist quarterly against payer policy updates — authorization requirements change and outdated checklists create denial risk.

Customization tips

Add 'This service has a high prior authorization denial rate for [payer name] — add a step to confirm that the payer's specific criteria are met before submitting.'
For high-cost procedures (over $5,000 patient responsibility), add 'Include a mandatory financial counseling step before scheduling — patients should understand their estimated out-of-pocket before the appointment is confirmed.'
Append 'Build a payer-specific reference card with the pre-certification hotline number, portal URL, and standard turnaround time for each major payer in the practice.'

Sample output

Mar 2026Professional
Pre-Certification Completion Checklist — Elective Surgical Procedure Procedure: Laparoscopic cholecystectomy Scheduled Date: [Pending Authorization] Facility: [Contracted Outpatient Surgery Center] Surgeon: [Name, Specialty Board Certification] ADMINISTRATIVE REQUIREMENTS — ALL MUST BE COMPLETE BEFORE SUBMISSION: Patient Insurance Verification [ ] Active coverage confirmed for service date [ ] Deductible status reviewed — patient financial responsibility communicated [ ] Out-of-pocket maximum status noted [ ] Referral requirement confirmed (PCP referral obtained if HMO plan) [ ] Pre-notification requirement vs. formal prior auth requirement confirmed Clinical Documentation Package [ ] Primary diagnosis with ICD-10 code confirmed: [ICD-10 CODE] (relevant diagnosis per patient clinical record) [ ] Symptoms documented: Biliary colic episodes, frequency, duration, severity [ ] Conservative treatment attempted and documented (dietary modification, bile acid therapy if applicable) [ ] Ultrasound or imaging confirming cholelithiasis — report date, findings, ordering provider [ ] Surgical consult note with operative plan [ ] H&P completed within 30 days of anticipated procedure date [ ] Lab results: CBC, metabolic panel, coagulation studies within 90 days [ ] Anesthesia clearance if required for comorbidities Payer Submission [ ] Correct payer auth fax/portal identified [ ] CPT codes confirmed: [CPT CODE] (laparoscopic cholecystectomy) ± [CPT CODE] if intraoperative cholangiogram anticipated [ ] Facility NPI and surgeon NPI verified in-network [ ] Auth turnaround time noted — standard (5 business days) or expedited Patient Communication [ ] Patient notified of auth submission date [ ] Expected auth decision date communicated [ ] Financial responsibility estimate provided [ ] Patient signature on financial policy obtained ESCALATION TRIGGER: If authorization not received 3 business days before scheduled procedure date, escalate to clinical manager and notify surgeon scheduling coordinator immediately.

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Frequently asked questions

Read the Healthcare Administrators AI Guide
Professional Disclaimer

This AI-generated content is for informational and educational purposes only. It does not constitute medical or legal advice. Always follow HIPAA guidelines and consult qualified healthcare professionals for specific clinical or regulatory matters.