🚨 Medicare AI: $800K Saved, Nurses Cheering!

Discover how Acentra Health transformed appeals processing with AI, boosting productivity & slashing costs

AI of the Tiger Newsletter

🐯 AI OF THE TIGER 🐯

July 23, 2025

TL;DR:Acentra Health'sMedScribe AI solution transformed Medicare appeals processing, saving 11,000 nursing hours and $800,000 in costs. By automating the translation of complex medical notes into patient-friendly letters, they've increased nurse productivity by 50% while maintaining a 99% approval rate from clinical staff.

šŸŽÆ AI IN ACTION

Acentra Health: MedScribe—AI That Turns Medicare Appeals Into a Win for Patients, Nurses, and the Bottom Line

Understanding the Medicare Appeals Process

The US Medicare system provides health insurance for seniors and certain disabled individuals. When Medicare denies or ends coverage for a patient's care (for example, a hospital stay or treatment), the patient or their caregiver can file an appeal to challenge that decision.

Here's how the process works:

  • The Denial:
    Medicare denies or ends coverage for a specific medical service.
  • The Appeal:
    The patient (beneficiary) or their representative files an appeal, asking for the decision to be reviewed.
  • The Review:
    A Medicare physician (a doctor familiar with Medicare's rules and patient needs) reviews the case—usually within 24 hours.
  • The Decision:
    The physician either approves the appeal (care continues) or denies it (the original decision stands).
  • The Communication:
    Specially trained nurses at Acentra Health take the physician's complex, clinical notes and translate them into clear, empathetic letters. These letters are sent to:
    • The Beneficiary: Explaining the outcome and the reasons in plain language.
    • The Hospital or Care Provider: So they know whether to continue or end care.
  • What Happens Next?
    • If the appeal is approved: The provider must continue or resume care, and Medicare may continue covering the services.
    • If the appeal is denied: The provider can proceed with discharge or ending services, but the patient is informed in advance and told about their right to appeal again at a higher level.
  • Multiple Levels of Appeal:
    The Medicare system allows for several rounds of appeal. Each letter from Acentra Health includes instructions on next steps, deadlines, and contact information for further help.

🚫 Business Problem: The 24-Hour Paper Chase

Acentra Health supports 45 Medicaid agencies and 25 federal agencies, managing thousands of Medicare appeals every month. Nurses were manually translating dense, clinical physician notes into plain, empathetic language for both patients and providers—under strict 24-hour deadlines. This process was:

  • Manual and labor-intensive
  • Required fast, accurate translation of complex medical jargon
  • Led to high operational costs and nurse burnout
"Our nurses' job was to receive the physician's rationale and translate it into layman's terms and an appropriate reading level. It had to be in plain and empathetic language, and our nurses were doing that on their own."
— Rosemarie Hartnett, Director of Operations, Beneficiary and Family Centered Care, Acentra Health

šŸ¤– AI Solution: MedScribe

Acentra Health partnered with Microsoft to develop MedScribe—a generative AI web app powered by Azure OpenAI Service. MedScribe automates the drafting of personalized, plain-language appeal response letters from physicians' notes, ensuring clarity, empathy, and compliance.

āš™ļø Technology Details

  • Azure OpenAI Service: Generates human-friendly, empathetic letters from clinical notes
  • Microsoft Azure: Secure, HIPAA-compliant cloud infrastructure
  • Power BI: Tracks performance metrics (approval ratings, letter volume, time per letter)
  • Continuous Feedback Loop: Nurses provide real-time feedback to refine AI outputs

āš ļø Implementation Challenges

  • Accuracy: Ensuring medical information is translated correctly
  • Empathy: Maintaining a compassionate tone in sensitive communications
  • Compliance: Meeting HIPAA and regulatory requirements
  • Solution: Close clinical-technical partnership, iterative prompt refinement, and secure cloud deployment
"We continually consider how we can use AI to better serve our clients and their priority populations while maintaining the highest possible privacy, security, and compliance standards. The key advantage to our Microsoft relationship is that we are able to introduce the latest AI capabilities in a secure, HIPAA-compliant enclave."
— Sean Harrison, Chief Analytics Officer, Acentra Health

šŸ’° Business Impact

  • 11,000 nursing hours saved
  • Nearly $800,000 in cost savings
  • Productivity increase:20–30 letters/day per nurse (up from 12–14)
  • 50% reduction in time per letter (from 6 to 3 minutes)
  • 99% approval rate for MedScribe-generated letters from nursing staff
  • 65,000 letters completed in the first six months
"The nurses constantly tell us that of all the improvements we've attempted over the years, MedScribe has probably been the most impactful."
— Rosemarie Hartnett, Director of Operations, Beneficiary and Family Centered Care, Acentra Health

šŸ’” Lessons Learned

  • Clinical-technical partnerships are essential for successful AI adoption
  • Continuous feedback loops drive ongoing improvement and trust
  • Security and compliance must be built in from day one
  • Start with high-volume, repetitive tasks for maximum impact
  • Measure what matters: hours saved, cost reduction, and user satisfaction

🐯 Tiger Takeaway:

If your healthcare organization is still manually processing high-volume administrative tasks, you're burning money and burning out staff. Acentra Health's MedScribe shows that AI can deliver real savings, boost productivity, and improve both patient and staff experience—without sacrificing compliance or compassion.

Sources: Microsoft Customer Story, Acentra Health Company Background

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