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.