How to Boost Your Payment Posting Accuracy with AI

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How to Boost Your Payment Posting Accuracy with AI

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The healthcare industry is constantly evolving, and nowhere is this more apparent than in revenue cycle management (RCM). As we navigate this dynamic landscape, top healthcare leaders and revenue cycle teams are diligently staying abreast of the latest advancements. Why? Because adapting RCM strategies with innovative solutions is crucial for maintaining financial stability, accelerating revenue, reducing denials, and delivering quality patient care. Staying competitive means understanding what's trending, especially when your competitors are likely already on top of it.

Within the vast domain of RCM, one area often overlooked yet profoundly impactful is payment posting. Frequently relegated to a seemingly simple data entry function, payment posting is, in reality, a vital and intricate part of the revenue cycle that directly influences revenue flow and denial management. In this article, we’ll explore the often-forgotten criticality of accurate payment posting, delve into the complexities it presents, and, most importantly, show how artificial intelligence (AI) is transforming this crucial function to positively impact your practice's bottom line.

The Unsung Hero: Why Payment Posting is More Than Just Data Entry

The perception of payment posting as a mere data entry task couldn't be further from the truth. While it certainly involves entering information, its role extends far beyond that, making it an indispensable part of an efficient and effective revenue cycle. The decisions made during payment posting ripple throughout the entire financial ecosystem of a healthcare practice, directly influencing adjustments, patient billing, and accounts receivable (AR) follow-up.

The accuracy of these decisions profoundly impacts how revenue flows into your organization. Incorrectly posted payments or adjustments can lead to patient dissatisfaction, delayed collections, and an increased workload for your AR team trying to untangle errors. This is why the individual responsible for payment posting needs a robust skill set that goes "beyond the basics".

As noted in the sources,

"I believe payment posting is such a vital part of making the revenue cycle more efficient and effective. I cannot say it more. The impact that posting of a payment correctly, the decision made on adjustment or no adjustment, the decision made on billing the patient or not billing the patient, the decision made of keeping it in the AR for follow up or not keeping it in the AR for follow up. These are such vital decisions that affect the revenue cycle. I cannot stress it more than that and I'm sure during our journey together you're going to hear me talk about it more because I really feel so strongly about it."

Indeed, payment posters must possess a comprehensive understanding of medical billing, explanation of benefits (EOBs), and AR follow-up, along with the nuances of denial management. Placing someone with only data entry skills in this critical role can inadvertently harm a practice's financial health. The precision required in interpreting complex codes and messages on remittance advices directly impacts your revenue workflow, highlighting the imperative for expertise in this "forgotten" yet vital role.

Navigating Posting Complexities: Manual Pitfalls and Challenges

Even with skilled professionals, payment posting is fraught with complexities that can lead to manual pitfalls and challenges. Ensuring accuracy in posting various codes and messages is paramount for maintaining a healthy revenue cycle.

The Accuracy Imperative: Posting RARCs, CARCs, and Message Codes

One of the core responsibilities in payment posting is accurately interpreting and applying Remittance Advice Remark Codes (RARCs) and Claim Adjustment Reason Codes (CARCs). These codes, found on Electronic Remittance Advices (ERAs) or paper EOBs, explain the payment or processing of a claim, including total charges, payments, and adjustments. The action taken based on these messages is critically important for revenue. For instance, payment posters need specific directions on how to handle claims denied for particular reasons or how to manage contractual adjustments (PR or CO adjustment codes). While standardized codes exist (like those set by ANSI), some payers may use their own specific codes or messages, adding another layer of complexity to accurate interpretation.

Mastering Primary Adjudication for Electronic Secondary Claims

Another significant challenge arises when dealing with primary payment information for electronic secondary claims. Although most Practice Management (PM) systems can capture this primary adjudication information, the process isn't always smooth or efficient for the payment poster. If the secondary claim is to be billed electronically, this primary adjudication data is a mandatory requirement. In cases where the PM system is cumbersome, some practices opt to enter this information in the clearinghouse when working rejections. The key is to find the most effective and efficient workflow for your specific practice.

Identifying Medicare Crossover Claims (MA-18) to Prevent Rework

Payment posters must also be adept at identifying Medicare crossover claims. This occurs when Medicare is the primary payer, and the patient's secondary insurance is on file with Medicare, allowing the claim to automatically "cross over" to the secondary payer once Medicare has paid. The ERA will typically include a special code, such as MA-18, to indicate that the claim has already crossed over, eliminating the need for the provider to resubmit it. Recognizing this message saves significant time and effort in re-billing claims, which would otherwise be unnecessary rework.

The Critical Role of the 835 Error Report Review

Perhaps one of the most "forgotten" yet crucial steps in payment posting is the review of the 835 error report, which accompanies electronic postings. This report is essential for identifying payments that did not get posted correctly and can significantly impact revenue if overlooked. Neglecting this report can lead to claims being entirely missed, potentially resulting in timely filing denials, which can be particularly frustrating and costly. While the most efficient process is to set systems for automatic ERA posting, some practices might manually post ERAs if their system frequently generates errors, highlighting the need to actively monitor and reconcile the 835 error report regardless of the posting method.

The AI Advantage: Elevating Payment Posting with Automation

The good news is that AI and automation are rapidly transforming the healthcare landscape, offering much-needed relief from the complexities and vast amounts of data healthcare organizations must contend with. By embracing AI, practices can elevate their payment posting operations, moving from manual pitfalls to automated efficiency. This shift is not merely about being trendy, but about leveraging powerful tools to improve efficiency, optimize workflows, and minimize errors across the revenue cycle.

Magical, for instance, harnesses the power of Agentic AI to automate complex processes effortlessly. Unlike traditional Robotic Process Automation (RPA) tools that are rigid and break easily when encountering unforeseen variations, Agentic AI can understand context, adapt to changing situations, and make judgments based on available data, much like a human worker. This makes it exceptionally well-suited for the dynamic and nuanced workflows of revenue cycle management.

Here's how AI, particularly Agentic AI, elevates payment posting:

  • Automated ERA Posting & Error Detection: While automated ERA posting is already the most efficient process, AI takes it further. AI-powered systems can go "beyond basic 835 processing", intelligently detecting and handling errors that might otherwise require manual intervention. Magical's Agentic AI offers self-healing workflows and robust error handling, ensuring that automations keep running reliably even when faced with changes in applications. This proactive approach to error management helps to streamline denials and ensures accurate payment processing.

  • Intelligent Code Interpretation: Accurately mapping and applying RARCs and CARCs is vital, and AI can automate this complex decision-making process. Agentic AI uses reasoning models, real-time data retrieval, and goal-based execution to make automations more reliable than rule-based approaches. This means AI can interpret and act upon even the nuanced message codes, ensuring that every payment decision positively impacts your practice's bottom line. Magical's Agentic AI excels at smart data transformation, handling date conversions, text extraction, and formatting automatically, eliminating manual cleanup. It can also perform intelligent PDF processing, extracting data from any PDF (like scanned EOBs) and populating it into online forms instantly.

  • Smart Adjudication & Crossover Logic: AI can automate secondary and crossover claim decisions, a significant improvement over manual processes. Agentic AI's ability to understand context, adapt to changing information, and learn from experience makes it ideal for navigating interconnected steps and unstructured data common in RCM workflows. This allows for seamless data flow and process automation across various systems, such as Electronic Health Records (EHRs), billing systems, and payment gateways. This intelligent automation ensures that Medicare crossover claims are correctly identified (like the MA-18 code) and no unnecessary re-submissions occur.

  • Proactive Routing for Non-Payments: By automating tasks like claims processing, payment posting, and follow-up, agentic AI reduces manual effort, minimizes errors, and significantly accelerates the revenue cycle. This includes the proactive routing of non-payments, streamlining denial management and the handling of information letters. Agentic AI can also integrate with multiple systems, allowing for efficient communication and task assignment when a non-payment requires further action.

AI-powered tools help healthcare providers improve efficiency, optimize workflows, and minimize errors across the revenue cycle. They make automation simple for anyone to set up, transforming workflows that might have taken months to implement with traditional RPA into mere minutes.

Ready to see how AI can transform your payment posting and beyond? Book a demo with the Magical team today to explore how our Agentic AI can put your RCM workflows on autopilot, freeing your team for higher-value tasks, and accelerating your revenue.

Strategic Implementation: Transforming Your Payment Posting Operation

Implementing AI and automation in payment posting is not just about technology; it's about a strategic transformation of your entire revenue cycle operation. This involves optimizing processes, empowering staff, and leveraging data for peak efficiency.

Ensuring Seamless ERA/EOB Retrieval and Storage for AR Team

A critical component of a streamlined payment posting operation is ensuring seamless retrieval and viewing of ERAs and EOBs for the AR team. If you receive ERAs from a clearinghouse, it's vital to have a system in place to easily retrieve, download, and save them in an accessible location. For paper EOBs, whether received via lockbox or scanned, ensuring they are viewable in a digital format is equally important.

A common and highly effective strategy is to use online cloud storage for these documents. Regardless of the storage method, all batch names or file names must consistently tie into the billing system. This synchronization allows the AR team to easily identify and access the correct payment information, which is "vital to the work that they do". Without this clear linkage, AR follow-up can be significantly hampered, leading to delays and missed revenue opportunities.

Empowering Your Staff for More Complex Analysis

One of the most profound benefits of implementing AI in payment posting is its ability to empower your existing staff. By automating the repetitive, high-volume, and complex tasks that traditionally consume their time, AI frees human workers to focus on more strategic and creative endeavors. Instead of spending hours on data entry or manual reconciliation, your payment posters can shift their attention to:

  • Complex Denials Management: Analyzing complex denial patterns, identifying root causes, and strategizing appeals, tasks that require critical thinking and experience.

  • Provider-Payer Collaboration: Engaging in stronger collaboration with payers to resolve issues and improve contract compliance.

  • Performance Monitoring: Tracking and reporting performance data effectively to identify trends and areas for improvement.

This shift not only increases efficiency but also enhances job satisfaction for your team, transforming their roles into ones that are more analytical and impactful. When your experienced revenue cycle teams are unburdened by mundane tasks, they can focus on minimizing claim denials and increasing revenue flow, giving your organization a competitive advantage.

Achieving Peak Efficiency and Maximizing Revenue Capture

The ultimate goal of transforming your payment posting operation with AI is to achieve peak efficiency and maximize revenue capture. By automating tasks such as claims processing, payment posting, and follow-up, Agentic AI can significantly reduce manual effort and minimize errors. This directly translates to an accelerated revenue cycle and improved financial health for your practice. AI boosts efficiency by over 50%, allowing healthcare organizations to optimize complex processes that were previously challenging to automate.

Effective communication and clear processes are paramount for efficiency across the entire revenue cycle. As highlighted in the sources:

"Regardless of what you choose, make sure that you're putting a note in the billing system of if you're not making the change in the billing system where it's easily trackable to make that note stating added modifier in clearing house, resubmitted claim so that everyone involved in the revenue cycle, everybody working on those claims. And then the questions knows exactly what's going on. It's definitely a really good conversation to have regarding correcting, resubmitting and clearing houses versus the billing system because it does affect efficiency and effectiveness hands down."

This underscores the importance of clear, trackable processes in optimizing workflows, whether for claims or payments, ensuring that all team members are on the same page and contributing to overall revenue cycle efficiency.

By taking a proactive approach and investing in innovative solutions like AI, revenue cycle leaders can steer their organizations through challenging times. This strategic implementation supports the financial well-being of the facility and allows providers to focus more on patient care, which is the core mission of healthcare.

Conclusion

Payment posting is far from a mere administrative chore; it is a cornerstone of a healthy and efficient revenue cycle in healthcare. The complexities involved, from interpreting intricate codes to managing primary adjudication for secondary claims and identifying crossovers, demand a level of accuracy and expertise that traditional manual processes often struggle to consistently deliver.

However, the future of payment posting, and indeed the entire revenue cycle, is being reshaped by the revolutionary advancements in AI and automation. By embracing Agentic AI, healthcare organizations can transform these complex, time-consuming tasks into seamless, autonomous workflows. AI empowers practices to achieve:

  • Increased Accuracy: Minimizing errors in posting RARCs, CARCs, and other message codes.

  • Accelerated Revenue Flow: Streamlining adjudication, reducing manual effort, and speeding up payment processing.

  • Reduced Denials: Proactively identifying and managing potential issues, leveraging intelligent decision-making, and robust error handling.

  • Empowered Staff: Freeing human workers from mundane tasks to focus on strategic analysis and complex problem-solving.

In a competitive and constantly evolving healthcare landscape, a proactive approach to RCM, coupled with strategic investment in innovation, is no longer optional—it's a necessity. Magical’s Agentic AI employees are specifically designed to put your RCM workflows on autopilot, automating processes end-to-end with zero human involvement required. This enables healthcare companies to move beyond basic automation, achieving a self-driving revenue cycle that truly maximizes financial health and allows staff to focus on what matters most: patient care.

Ready to unlock the magic and transform your revenue cycle management? Book your free demo today and discover how Magical can make repetitive tasks disappear, like magic.

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