Predictable Reimbursement.
Protected Revenue.
Payer rules are constantly changing. RevProtect applies advanced AI to ensure health systems capture every dollar they’ve earned.
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How RevProtect Works
Prevent Revenue Loss
RevProtect delivers payment intelligence that predicts, prevents, and resolves reimbursement risk for health systems turning clinical and payments data into next-best actions across UR, CDI, Coding, and PFS.
Why Reimbursement Has Become Harder
- Payers use AI to scrutinize documentation and downgrade claims, including retrospective audits on claims that were paid 12+ months ago
- Revenue loss now happens through various adverse payment outcomes: level-of-care downgrades, denials, clinical validation or DRG reductions and takebacks
- Revenue risk is introduced before billing, not just at denial
- Teams are understaffed and overworked
RevProtect addresses these challenges through four integrated capabilities:

Comprehensive IntelligenceRevProtect connects clinical data to real payment outcomes, exposing where revenue risk is introduced — by payer, DRG, service line, and process.
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Real-time Reimbursement PredictionRevProtect predicts reimbursement risk as care is documented, modeling underpayments, DRG downgrades, and clinical takeback probability in pre-bill, not weeks after the claim is submitted.
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Actionable Prevention & RecoveryRevProtect turns reimbursement risk into clear, role-specific recommendations and actions, embedded directly into revenue cycle workflows.
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Validation & LearningRevProtect continuously refines data models, predictions, recommendations, and updates ROI metrics.
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RevProtect makes reimbursement predictable and adverse payment outcomes preventable — before claims go out the door.
Real, Impactful Savings.
For a representative $1B health system:
Annual denial reduction opportunity
$
0
M
In protected revenue for every 0.1% reduction in denial rate
~$
0
M
ROI for denial prevention
0
x
Enterprise-Grade Data Foundation
0
+
Scale +
coverage10,000+ data points analyzed across the full claims lifecycle
0
RCM depth + domain expertise329 Proprietary MS-DRG playbooks powering actionability
0
Data quality and integration692 normalized clinical + financial data elements
0
Real-world
adoptionSift intelligence deployed across 88 health systems
How Health Systems Deploy RevProtect
RevProtect is designed to fit into existing revenue cycle workflows, reducing portal friction, improving adoption, and making lift measurable from day one. Choose the deployment path that matches your environment:
Use Sift’s UI
Get value fast with a purpose-built experience for denials, overturnability, and prevention workflows.
Embed in existing tools (EHR or third-party)
Bring predictions, recommendations, and rationale directly into the worklists and queues teams already live in, with adoption and throughput lift tracked at the user and workflow level.
Work through a partner
Deploy through one of Sift’s strategic partners to accelerate integration and scale across your footprint.
Real-World Results
2025 Annual Denials Insights Report
Driving Denial Reduction And Revenue Recovery Improvement
Tracking & Preventing Adverse Payment Outcomes
ML-Driven Denials Intelligence
Sample Insight Report
Harnessing The Power Of AI
2025 Annual Denials Insights Report
Driving Denial Reduction And Revenue Recovery Improvement
Tracking & Preventing Adverse Payment Outcomes
ML-Driven Denials Intelligence
Sample Insight Report
Harnessing The Power Of AI
*Illustrative; varies by payer mix, denial rates, and workflow adoption.
Sift Intelligence
Get in Touch
Prevent costly denials while making your CDI, coding, and UR workflows more efficient and connected.