Sift Healthcare
AI Prompt Guide

The Revenue Cycle Leader's AI Prompt Guide

20 prompts for putting the AI you already have to work on your denial data

Download the AI Prompt Guide

What's inside

Twenty prompts across the four Microsoft tools revenue cycle teams use, each aimed at a specific denial task.

  • Copilot in Excel: point it at a denial or AR aging export and surface denial concentration, aged AR exposure, reason-code patterns, and write-off risk, without building a single formula.
  • Copilot in Word: strengthen appeal letters, translate remittance language into plain English, and draft payer escalation and CFO summaries.
  • Copilot in PowerPoint: turn denial data into executive- and payer-ready slides in a step, instead of rebuilding from Excel by hand.
  • Copilot Chat: think through payer negotiations, pressure-test vendor claims, and build a 90-day denial plan, no data file needed.

Each prompt comes with a short “what to expect,” so you know what it returns before you run it.

Get the guide

The full set of 20 prompts, ready to run in your tools. Free to download.

Written for revenue cycle directors and VPs. No PHI required.

Aligned to Outcomes, Not Promises

RevProtect is available through a performance-based engagement model designed to align incentives and reduce risk. Sift partners directly with health systems to tie success to measured reductions in denials and adverse payment outcomes (not activity, licenses, or usage).

Talk with us about whether a performance-based model makes sense for your organization.

Post-Bill Recovery Details

Pre-Bill Denial Prevention

Concurrent Denial Prevention

Harnessing the power of AI

Sample Insights Report

ML-Driven Denials Intelligence

Driving Denial Reduction And Revenue Recovery Improvement

Recovery Interest

RevProtect Interest

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