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RecoveryAI®

AI Revenue Recovery

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 A Smarter Way to Recover Revenue

Hospitals are grappling with a growing financial crisis, driven by a wave of underpayments and automatic denials from payers, this is a problem nationwide that’s only getting worse. With thousands of claims to review, variances to analyze, and denials to appeal, the sheer scale of the workload is overwhelming. Your teams are forced to make impossible choices, focusing only on high-dollar accounts while smaller balances are left behind. This “brute force” approach means you’re leaving earned revenue on the table simply because it’s too resource-intensive to recover. 

  • Shift from manual effort to intelligent strategy. By integrating advanced revenue cycle management AI into your workflow, we move beyond simple rules-based logic into the realm of predictive analytics.  
  • Efficiently deploy the resources you have. RecoveryAI® doesn’t just process data; it understands it, learning from historical patterns to predict future outcomes.  
  • Stop reacting to the storm of denials and start navigating through it with precision. 

Every dollar left behind is a direct hit to your bottom line, compromising your hospital’s financial health. PMMC’s RecoveryAI® fundamentally changes this equation. 

The Power of Prediction

The PMMC advantage lies in our ability to cut through the noise. RecoveryAI® streamlines collection processes by enhancing decision-making with data-driven insights. It is designed to solve a specific, painful problem: wasted time on uncollectable claims. 

Most revenue cycle teams spend a disproportionate amount of time chasing variances that will never result in payment. They might spend hours on an appeal for a claim that, statistically, has a 5% chance of being overturned. Meanwhile, a claim with a 90% probability of success sits untouched in a queue because its balance is slightly lower. RecoveryAI® flips this script. 

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Refined Recovery Strategies

It utilizes advanced machine learning algorithms to constantly refine recovery strategies based on real-world results.

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Behavioral Analysis

The system identifies deep trends and patterns in account behaviors—both yours and the payers’—that are invisible to the human eye.

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Outcome Prediction

By predicting outcomes before work begins, it allows you to optimize your strategy, focusing only on battles you can win.

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The Collectability Score: Your GPS for Revenue Recovery

At the heart of RecoveryAI® is the Collectability Score. This is not a random ranking; it is a sophisticated, data-backed metric generated for every single account in your inventory. Think of it as a GPS for your revenue recovery team, guiding them away from dead ends and toward the fastest route to cash. 

Focus Your Work:
The Collectability Score allows you to systematically rank accounts by their true collection potential. 

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High-Value Targeting: It highlights opportunities with the highest collectability, ensuring that your best collectors are working on the accounts most likely to yield a return.

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Strategic Allocation: You can direct resources effectively to the most important tasks. Instead of working an alpha-split or a simple high-to-low balance list, your team works a “highest probability” list.

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Maximizing Yield: By pursuing the most promising accounts first, you maximize revenue per labor hour. This ensures that every minute your staff spends working is a minute spent generating value. 

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Prioritize Your Focus: A New Way to Work

The most significant shift RecoveryAI® introduces is the change in how work is approached. It improves your team’s submissions by helping prioritize your focus. It shifts the mindset from “cleaning out the queue” to “securing the revenue. 

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Scoring Accounts: The system scores and prioritizes accounts for a focused approach. This dynamic scoring changes as new data comes in. An account that was low priority yesterday might become high priority today based on a new signal from the payer. 

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Directing Resources: This ensures you stay on top of collections without burning out your staff. By removing the friction of decision fatigue—”what should I work next?”—staff can maintain a steady, productive rhythm. 

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Workflow Integration: Implementing RecoveryAI® into your workflow increases collectability seamlessly. It integrates into daily operations, boosting overall collection rates and efficiency without requiring a complete overhaul of your existing processes. 

How RecoveryAI® Benefits You

Doing More with the Same Resources

Staffing is a constant challenge. Margins are thin, and hiring more collectors is often not an option. RecoveryAI® acts as a force multiplier for your existing team. It allows you to minimize the time and manual effort needed to meet collection goals. 

  • Automate Repetitive Tasks: The AI handles the heavy lifting of sorting, prioritizing, and analyzing, automating repetitive tasks that used to consume hours of staff time. 
  • Minimize Waste: Your team spends less time on uncollectable variances. The system effectively filters out the “noise”—the false positives and the rigid denials—allowing your staff to spend more time actually collecting. 
  • Minimize Wasted Resources: We eliminate the frustration of working on low-yield activities. Every action taken by a collector is backed by data suggesting a positive outcome. 

 

Faster Onboarding, Better Performance 

One of the hidden costs of revenue cycle management is the learning curve. When a senior collector leaves, they often take years of institutional knowledge with them. They “just know” which payer stalls on Tuesdays or which denial code is a bluff. RecoveryAI® captures this tribal knowledge and institutionalizes it. 

  • Rapid Adaptation: The system enables new collectors to quickly adapt. Because the AI is guiding the prioritization, a new hire doesn’t need five years of experience to know what to work next—the system tells them. 
  • Leveraging Success: New team members leverage the knowledge of past successes immediately. The algorithms are built on the history of what has worked, meaning a rookie collector effectively has the experience of your entire history at their fingertips. 
  • Standardizing Best Practices: We capitalize on and expand the knowledge of your best collectors. The AI learns what successful collectors do and standardizes those best practices across the entire team, scaling successful strategies for consistent results. 

Improving Accuracy and Decision Making

Gut feeling is not a strategy. RecoveryAI® brings a level of scientific rigor to your revenue cycle. By generating clear, data-backed collectability scores, we guide strategic decisions with evidence, not anecdotes. 

  • Process Improvement: The insights provided by the AI help reduce errors in your upstream processes. By identifying patterns in denials, you can fix the root causes in registration or coding. 
  • Informed Decisions: Robust analytics provide management with greater insights and opportunities for growth. Executives can make informed, data-driven decisions about payer contracts, staffing levels, and technology investments. 
  • Trend Identification: The system identifies trends and areas for growth that might otherwise go unnoticed. Is a specific payer changing their behavior regarding a certain CPT code? The AI will spot the pattern long before a human analyst scrolling through spreadsheets. 

Maximizing Revenue

Ultimately, the goal of revenue cycle management AI is simple: get paid what you are owed, faster. RecoveryAI® is built to deliver on this promise. 

  • Higher Yields: By focusing on high-value collection targets and the most promising accounts, you naturally increase the yield of your recovery efforts. 
  • Accelerated Cash Flow: Working the most collectable claims first means cash comes in the door sooner. We reduce days in A/R by attacking the claims that are ready to be paid. 
  • Sustainable Growth: By reducing the cost to collect and increasing the recovery rate, you create a sustainable model for financial growth. You are not just fixing today’s cash flow; you are building a system that ensures financial health for the long term. 

The Future of Recovery is Intelligent

PMMC isn’t just a tool; we are a trusted partner in your revenue recovery process. By leveraging advanced AI and data-driven insights, PMMC helps you make informed decisions that lead to greater success in collecting what’s rightfully yours. We understand that the challenges of revenue cycle management can seem overwhelming, but with PMMC by your side, you’re equipped with a system built not only to assist but also to guide you toward better recovery outcomes. 

Our platform acts as a mentor for your team, offering recommendations supported by transparent reasoning – all in your team’s inbox each morning. These insights empower your team to tackle recovery tasks confidently, knowing they are backed by cutting-edge technology with a proven track record. It’s not just about flags on accounts or arbitrary instructions; every recommendation is crafted with a clear purpose, taking into account critical factors unique to your organization and your payor environment. 

More than a tool, PMMC is an extension of your team – a partner you can trust to enhance efficiency, boost team performance, and help you recover more revenue with less friction. By creating a seamless synergy between technology, analytics, and human expertise, RecoveryAI® transforms the complex world of revenue cycle management into a roadmap for success. Together, we can recover more, grow stronger, and face every challenge with confidence. 

Redefine your Success with RecoveryAI®

The days of manual sorting and guessing are over. To thrive in the modern healthcare economy, you need a partner that brings intelligence to the table. PMMC’s RecoveryAI® offers the technology, the insights, and the strategy to transform your collections process. 

By predicting outcomes, prioritizing work, and automating the heavy lifting, we free your team to do what they do best: advocate for your revenue. Don’t let uncollectable claims drain your resources. Embrace the power of revenue cycle management AI and start working smarter today.  

Redefine your Success with RecoveryAI®

The days of manual sorting and guessing are over. To thrive in the modern healthcare economy, you need a partner that brings intelligence to the table. PMMC’s RecoveryAI® offers the technology, the insights, and the strategy to transform your collections process. 

By predicting outcomes, prioritizing work, and automating the heavy lifting, we free your team to do what they do best: advocate for your revenue. Don’t let uncollectable claims drain your resources. Embrace the power of revenue cycle management AI and start working smarter today.  

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