Case Studies AI-Driven Centralized A/R Operations: PrimeSource’s Digital Transformation Journey
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AI-Driven Centralized A/R Operations: PrimeSource’s Digital Transformation Journey

Analytics & Modeling - Predictive Analytics
Application Infrastructure & Middleware - Data Exchange & Integration
Functional Applications - Enterprise Resource Planning Systems (ERP)
Business Operation
Quality Assurance
Predictive Maintenance
Process Control & Optimization
Remote Asset Management
Software Design & Engineering Services
System Integration
The PrimeSource A/R team faced significant challenges due to decentralized operations. They wanted to switch to a centralized process for better collaboration within different teams. The team faced issues with standardizing processes, lack of managerial visibility, and time-consuming collaboration. Analysts relied on SAP for collections but handled dispute management manually, leading to inefficiencies. Additionally, limited reason codes and manual data aggregation further complicated the deductions process.
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PrimeSource Building Products is a wholesale distributor of building materials, formed in 1990 by a merger of four companies. They operate in 36 locations in the U.S. and serve the Caribbean, Canada, Mexico, Central America, and South America. PrimeSource offers a range of building products including fasteners, roofing materials, insulation, and concrete accessories. With a revenue of $1 billion, the company has a significant presence in the wholesale distribution industry.
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HighRadius provided PrimeSource with AI-powered Collections Cloud and Deductions Cloud solutions. These tools helped automate clerical tasks, allowing the team to focus on high-priority tasks. The Collections Cloud improved collection rules with a prioritized worklist and automated dunning and customer correspondence. This led to better productivity and streamlined processes. The Deductions Cloud increased deduction recovery through e-workflows and provided more insightful reports and dashboards. Automation also helped in aggregating claims from various sources, reducing manual efforts.
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PrimeSource achieved streamlined collections processes, improving overall efficiency.
The company saw improved managerial visibility and workflows, allowing for better tracking and performance measurement.
Automation enabled the team to eliminate clerical tasks, focusing on high-priority activities.
10 Days reduction in DSO
50% faster dispute resolution
97% reduction in team size and reallocation of resources
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