Frequently Asked Questions
01
What is the business cost of poor vendor master data quality?
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According to Gartner, poor data quality costs organizations an average of $12.9 million per year, and a 2025 IBM Institute for Business Value report found that more than a quarter of organizations lose over $5 million annually to data quality problems. For accounts payable and procurement teams, these losses show up as duplicate vendor payments, OFAC compliance failures, fraudulent bank account changes, and missed early payment discounts. QubitOn directly addresses this by continuously validating and enriching vendor master records against 1,200+ authoritative data sources, with over 2 billion reference data fields covering tax IDs, bank accounts, addresses, insurance, prohibited party lists, and diversity certifications.
02
How does apexanalytix validate third-party data directly from authoritative sources rather than relying on self-reported supplier information?
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Most vendor master problems originate from accepting supplier-provided data without independently verifying it. QubitOn takes a fundamentally different approach by going to the original source for every critical data point. Tax IDs are validated directly with government agencies across multiple countries. Bank account ownership is confirmed through integration with the actual bank or government authority, not by calling the supplier. Insurance coverage is verified directly with the insurance carrier. Prohibited and sanctions list checks are run against OFAC, Interpol, the UN, and 1,000+ other authoritative databases.
03
How does apexanalytix help organizations discover and report on supplier diversity spend they are already making but not capturing?
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An estimated 4 to 6% of the suppliers an organization currently does business with are diverse and simply not identified as such in the vendor master. This means organizations are actively spending with minority-owned, women-owned, veteran-owned, and other certified diverse businesses without getting credit for it in their diversity reporting. apexanalytix resolves this by automatically enriching supplier profiles with verified diversity status data, drawing on authoritative third-party certifications and its 280 million-record golden supplier database.
04
What is a vendor master golden record and how does apexanalytix build and maintain one?
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A golden record is the single most complete and trustworthy version of a supplier’s data profile. Vendor master data decays at roughly 22% per year, meaning a vendor master that is not actively maintained will have significant inaccuracies within months. apexanalytix builds golden records from its proprietary database of 280 million supplier profiles, with each data point scored for accuracy, source authority, and recency. As trust scores degrade over time without reconfirmation, the platform flags the data for refresh.
05
How does QubitOn work for organizations that want to enrich supplier data without replacing their existing systems?
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QubitOn is available via API, meaning validation and enrichment capabilities can be embedded directly into existing ERP systems and procurement platforms through a single contract covering 1,200+ trusted data sources. Rather than managing separate relationships with dozens of data providers, teams get one connection that delivers government tax validation, bank ownership confirmation, OFAC and PEP screening, insurance verification, diversity status, address validation, and more in a unified response.
