Reduce accounts receivable matching effort by 71%
Use machine learning to match and clear bank statement items automatically.
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Overview
SAP Cash Application uses machine learning (ML) to streamline receivables matching. The solution learns from past cleared transactions to propose matches for open items and accounts, helping automate the order-to-cash process. Minimum required version of SAP S/4HANA Cloud Private Edition is SAP S/4HANA 2020 FPS0.
Benefits
- Accelerate incoming payment processing to reduce days sales outstanding and improve customer service
- Adapt to regional and customer-specific variations with country-specific ML training models
- Increase accuracy and reduce manual workload with proposals for matching items, accounts, and posting entries
- Maintain workflow consistency across SAP S/4HANA deployments—on-premises and cloud
Business value
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Reduced effort
71% reduction in AR matching effort
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Improved DSO
0.5% reduction in days sales outstanding
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Cross-industry use
Applicable across industries