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Supply Chain Complexity Outpacing Vendor Data Management Maturity

Common consequences of inaccurate or incomplete vendor master information include failed or delayed payments, manual rework, supplier inquiries, duplicate or conflicting records, and audit and compliance issues.

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A PaymentWorks study reveals that vendor master data management complexity is outpacing most organizations' capabilities, with 58% managing over 5,000 vendors globally and 66% relying on mostly manual onboarding processes, creating significant risks, inefficiencies, and costs that enterprises must address as a strategic priority.

  • Scale Challenge: 58% of organizations manage more than 5,000 active vendors globally, with 49% processing over 5,000 supplier data changes annually
  • Automation Gap: 66% report onboarding processes that are mostly manual or only partially automated, while 53% operate under fragmented or decentralized governance
  • Financial Impact: Average annual cost to onboard and maintain a vendor is $182, totaling over $1M annually for most organizations managing vendor master files
  • Security Risk: 94% are concerned about vendor payment fraud and impersonation scams, with 37% experiencing vendor data issues frequently or very frequently
  • Strategic Value: 89% rate clean vendor data as high or very-high value, and 88% believe improved data accuracy would enable supplier consolidation and rationalization

As vendor populations and data changes grow, a PaymentWorks study, conducted by The Hackett Group, finds that manual processes, fragmented governance and uneven automation can create significant downstream inefficiency, cost and risk.

"Vendor master data is the foundation of all downstream procure-to-pay activities," says Thayer Stewart, CEO of PaymentWorks. "Organizations have either ignored it or decided it's too hard a problem to solve. However, with the explosion of vendor impersonation scams and the emergence of agentic commerce, it's the 'elephant in the room' that must be addressed."

"What stood out in the research is the growing gap between supplier ecosystem complexity and operational maturity," says Annie Cody-Nesser, senior manager, procurement and purchase-to-pay applied intelligence at The Hackett Group. "Many organizations continue to rely on manual processes, fragmented governance and disconnected technologies to manage thousands of supplier records and changes each year. That reality underscores why vendor data management is increasingly viewed not as an administrative necessity, but as a strategic capability that supports risk management and enterprise performance."

Key takeaways:

 

  • 58% of organizations manage more than 5,000 active vendors globally, indicating the growing diversity and complexity of corporate supply chains.
  • 49% process more than 5,000 supplier data changes annually, revealing the burden placed on organizations to ensure clean and accurate data.
  • 66% report onboarding processes that are mostly manual or only partially automated.
  • 53% operate under partially centralized or decentralized governance models, pointing to a lack of oversight and controls.
  • Manual verification remains the dominant model for supplier-submitted updates.
  • 55% do not track — or are unsure of — vendor onboarding and maintenance costs.
  • Among organizations that track and report these costs, the average annual cost to onboard and maintain a vendor is $182.
  • The cost per vendor suggests that the average organization spends more than $1M annually on FTE costs to manage its vendor master file.
  • 94% are concerned about vendor payment fraud and vendor impersonation.
  • 37% experience vendor data issues frequently or very frequently.
  • Common consequences of inaccurate or incomplete vendor master information include failed or delayed payments, manual rework, supplier inquiries, duplicate or conflicting records, and audit and compliance issues.
  • 89% rate clean and well-governed vendor data as a high- or very-high-value capability.
  • 88% believe improved vendor data accuracy and consolidation would support supplier consolidation and rationalization.
  • 85% cite benefits in process efficiency and reduced operational complexity.
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