Showing items3 of 6
A/R Backlog Control That Recovered Aged Invoices
A 360-bed pediatric hospital in the Midwest faced a serious accounts receivable challenge. A significant staffing shortage made it difficult to manage the A/R cycle effectively, and invoices over 180 days old grew to $33M.
The provider needed help to address delayed reimbursement, disrupted cash flow, and staff pressure. The team implemented RevAmp to organize the A/R inventory, identify payment patterns, route claims, and monitor recovery work through dashboards and quality controls.
The Challenge
The provider had a large A/R backlog tied to staffing shortage and limited process capacity. The inventory included $33M in invoices that were more than 180 days old. That level of aged A/R delayed reimbursement, disrupted cash flow, and placed further pressure on already overworked staff.
The existing model could not absorb the backlog because the provider needed better visibility into payment patterns, outstanding balances, claim status, denial activity, compliance adherence, and resolution timelines. More effort without better routing and monitoring would not give leaders the control needed to improve revenue recovery.
The Solution
RevAmp-enabled A/R inventory control and recovery workflow
We supported the provider with a technology-enabled operating model that made aged A/R visible, categorized, routable, and measurable. The approach was anchored in four mechanisms:
- RevAmp workflow deployment: Implemented RevAmp, the AI-enabled workflow management tool, using configurable dashboards, scripted logic, and built-in quality assurance functionalities to support A/R reduction work.
- Invoice trend categorization: Used RevAmp categorization to analyze invoice trends, payment patterns, outstanding balances, and improvement opportunities so the team could develop targeted revenue recovery strategies.
- Claims routing and resolution tracking: Built a routing system to track claims and resolution timelines, improving coordination across hospital departments and supporting timely follow-ups on outstanding issues.
- Real-time dashboard governance: Used dashboards to monitor account receivable reduction work, including claim status, payment timelines, denials management, and compliance adherence, so bottlenecks and optimization opportunities could be addressed.
The Impact
- A $33M inventory of invoices over 180 days old became the defined recovery scope giving the provider a clear aged A/R problem statement and an operating focus for revenue recovery.
- RevAmp dashboards created real-time visibility into A/R reduction work including claim status, payment timelines, denial management, and compliance adherence.
- Invoice trend categorization surfaced payment patterns and outstanding balance drivers helping the team develop targeted strategies for revenue recovery and process improvement.
- Claims routing improved coordination and follow-up discipline by tracking claims and resolution timelines across departments.
Why Us
The provider needed a strategic revenue cycle management partner that could combine technology, A/R operations, workflow design, quality assurance, and live monitoring. The team used RevAmp to bring AI-driven insights, custom workflows, and dashboard visibility to a high-pressure aged A/R problem.
Transferable Insights
For CFOs, Chief Revenue Cycle Officers, business office leaders, and A/R recovery leaders, the practical lesson is that aged A/R recovery starts with inventory control. A large backlog needs categorization, workflow routing, payment-pattern visibility, denial monitoring, compliance tracking, and quality controls before leaders can consistently move old invoices toward resolution.
CDI Program That Achieved Physician Compliance and Cash-Flow Lift
One of the largest hospitals in the Midwest was experiencing major revenue loss caused by improper clinical documentation. Documentation discrepancies involving high-impact diagnosis-related groups, or DRGs, created multi-million-dollar leakage and weakened the connection between physician notes, medical coding, and claims accuracy.
The provider needed a CDI operating response that could improve documentation behavior, reduce coding queries, and protect reimbursement and compliance. We applied a customizable provider education program, certified MD-led training, documentation analysis, and bi-weekly reporting so leaders could see progress in physician engagement and revenue cycle outcomes.
The Challenge
The provider faced a documentation integrity problem with direct revenue cycle and compliance consequences. Physicians had not been properly trained on how accurate documentation affects revenue, coding, and claims. That gap led to inconsistent physician notes, missed diagnoses, and documentation discrepancies affecting high-impact DRGs.
The existing approach could not absorb the problem because the issue sat upstream of coding. Medical coders lacked crucial information when physician documentation was incomplete, which reduced reimbursement rates and increased compliance risk. The provider needed physician engagement, focused education, query tracking, and executive visibility rather than a downstream coding-only fix.
The Solution
Physician-focused CDI education with query and productivity governance
We treated CDI as a physician engagement and documentation behavior problem connected to revenue integrity. The approach was anchored in four mechanisms:
- Documentation-process analysis: Performed a comprehensive review of the hospital documentation process to identify improvement areas, including physician query volume, productivity rates, and documentation consistency.
- Certified MD-led provider education: Used certified MDs to work with physicians on CDI best practices, documentation strategies, accurate coding support, claims impact, patient care quality, and compliance risk.
- Query tracking and physician feedback: Implemented bi-weekly physician reports tracking the number of coding queries generated, using fewer queries as a signal of more complete and compliant documentation.
- Executive KPI reporting: Provided bi-weekly reports to hospital executives showing improved productivity, increased reimbursement, reduced revenue leakage, and CDI program performance.
The Impact
- 100% physician compliance was achieved in less than one quarter after the CDI education and reporting program improved participation and documentation discipline.
- Cash flow increased by 35% after proper documentation practices reduced missed information and supported more accurate coding and claims.
- Physician query volume decreased as providers supplied more complete and compliant documentation, giving medical coders better information for claims.
- No high-impact DRGs, SOIs, or ROMs were recorded incorrectly.
Why Us
The provider needed CDI expertise that could address documentation, physician behavior, compliance, and revenue cycle impact together. Our team had corrected similar issues at health systems across the country and used a customizable provider education program supported by certified MDs, reporting cadence, and KPI tracking.
Transferable Insights
For CFOs, Chief Revenue Cycle Officers, HIM, coding, CDI, and mid-cycle leaders, the practical lesson is that documentation improvement requires physician behavior change. CDI programs gain traction when leaders analyze query patterns, teach documentation impact in clinical terms, reinforce compliance, and report progress with physician-level and executive-level visibility.
Account Prioritization That Lowered Timely Filing Losses
The hospital used a practice management system with complex account processing rules. Managers and consultants regularly adjusted account logic to incorporate new insights, but some A/R accounts still stalled before claims could reach the carrier by the timely filing deadline.
We worked backward from failed account paths to identify where accounts stalled, why resolution times exceeded timely filing limits, and which accounts needed deeper intervention earlier in the lifecycle. The work moved from business-rule correction to account prioritization that could separate routine accounts from long-path accounts sooner.
The Challenge
The provider was not dealing with a simple A/R follow-up queue. Some accounts stalled in holding queues because the processing rules did not trigger action before missing information blocked timely claim submission. Other accounts required advanced skills, corner-case analysis, coverage refresh, rule research, coding assessment, or clinical queries before they could move forward.
The account priority algorithm was too simple to recognize when an account needed a longer resolution path. It also did not forecast the opposite situation: accounts likely to be paid without additional attention. Because most accounts were prioritized in similar order beyond bill size and time-to-timely-filing, resources were spent on accounts that did not need action while delayed accounts aged toward expiration.
The Solution
Earlier identification of long-path A/R accounts
We treated timely filing loss as a prioritization and workflow design problem, not simply a training or reporting problem. The approach was anchored in four mechanisms:
- Failed-path review: Followed failed account paths backward to identify where accounts stalled, including holding queues where missing information prevented claims from reaching the carrier by the filing deadline.
- Business-rule and queue logic refinement: Managed down the Pareto of stalled account causes by tailoring business logic and queue rules so accounts could trigger action before delays became unrecoverable.
- Exception analysis and skill development: Reviewed accounts with diverse root causes, including advanced resolution, corner-case analysis, coverage refresh, rule research, coding assessment, and clinical query needs.
- Prioritization model rethink: Shifted attention toward accounts likely to need a longer resolution path earlier in the A/R lifecycle, while recognizing accounts likely to pay without the same level of intervention.
The Impact
- Timely filing losses decreased 47% after account prioritization focused resources on long-path accounts earlier in the A/R lifecycle.
- Holding-queue delays became visible as failed account-path review exposed where claims stalled before reaching carriers within timely filing limits.
- Business logic addressed the first layer of delays by using tailored queue rules to reduce stalled account causes before missing information could block claim submission.
- Exception handling became more deliberate through training documentation, advanced-skill review, corner-case analysis, and SME review gates for difficult accounts.
- Resource focus shifted away from undifferentiated queue order so accounts likely to require deeper work did not wait behind accounts likely to pay without further attention.
Why Us
The provider needed a team that could combine operational A/R execution, practice management system rule analysis, account-path forensics, and workflow prioritization. We brought the ability to examine failed account paths, refine queue rules, train agents on rare exceptions, and redesign prioritization around timely filing risk.
Transferable Insights
For CFOs, Chief Revenue Cycle Officers, business office leaders, and A/R recovery teams, the practical lesson is that timely filing loss often hides inside prioritization logic. Leaders need to identify long-path accounts early, not after ordinary queue order has consumed the filing window. Stronger prioritization pairs account aging, business rules, exception paths, and probability of self-resolution.
Outsourced Coding Transition That Restored Cash-On-Hand Resilience
A 300-bed hospital in Eastern Washington faced fiscal pressure as commercial and federal payer volumes declined. The operating environment included regional competition, limited talent, payer exclusivity clauses, legacy revenue cycle methods, and reduced agility during reimbursement-model shifts.
The provider needed a coding and revenue cycle operating response that could start immediately. We used a hybrid US-India model to close the resource and knowledge gap, transition coding work quickly, protect charge capture, and create a business rhythm for backlog clearance, service-level adherence, and steady-state operations.
The Challenge
The provider entered the engagement with constrained cash on hand and limited local talent. Prior vendor agreements carried low service levels and high operating risk, leaving leadership without quality guarantees to close the revenue gap. At its lowest point, cash on hand stood at three days of operating revenue.
The most urgent operational problem involved coding continuity and revenue recognition. The provider needed coding operations active within one week of contract execution, with little to no time for formal implementation planning or process-building.
The Solution
Rapid coding transition with revenue-recognition governance
We treated the transition as a production continuity and cash protection event. The approach was anchored in four mechanisms:
- Twenty-four-hour implementation launch: Started the coding implementation process within 24 hours, aligning to the provider's requirement that coding operations be active within one week.
- Revenue-recognition steering committee: Established a steering committee focused exclusively on revenue recognition, with US Operations, India coding operations, and hospital functional leaders coordinating the transition.
- Encounter workflow mapping: Sent experts onsite to assist with encounter workflow mapping, helping ensure patient visits were not lost during the partner transition.
- Training, QA, and production governance: Brought coding leadership into training and quality assurance for the internal coding department while coding operations moved into active production and backlog queues were stabilized.
The Impact
- Coding operations went live within five business days with no loss of charge capture during the transition to the new operating model.
- Coding accuracy reached 96% in the first 30 days supporting confidence in the quality of the outsourced coding operations model.
- All backlogged queues were brought within 72 hours from date of service creating a more current coding position and reducing revenue-recognition pressure.
- Cash on hand increased from 3 to 22 days of operating revenue over the next 11 months, as quality output from HIM supported significantly higher revenue return.
Why Us
The provider selected our team to close a resource and knowledge gap through a talent pool and a hybrid operating model. The decision reflected the need for immediate operational readiness, broad offshore delivery capability, coding depth, workflow transition support, and governance that could protect revenue recognition during fiscal pressure.
Transferable Insights
For CFOs, Chief Revenue Cycle Officers, HIM leaders, and coding leaders, the practical lesson is that outsourced transition succeeds when speed, governance, and workflow control move together. A rapid resource ramp needs encounter mapping, charge capture protection, production QA, executive steering, and measurable queue targets so cost pressure does not create downstream revenue risk.