
Implementing a Vendor Matching Engine: A Practical Guide for Data Teams
Choosing the right vendor matching software is only half the challenge. The real value comes from how well you implement it. When done well, it

Choosing the right vendor matching software is only half the challenge. The real value comes from how well you implement it. When done well, it

A typical SMB[1] has an invoice duplication rate of 1.29%. That’s more than $12,000 in potential duplicate payments per month if each goes through. Now

In a poll by CFO Daily News, 86% of accounts payable (AP) professionals admitted their Master Vendor File (MVF) needed work. More than two-thirds said

Mergers and acquisitions (M&A) rarely fail because the lawyers got the paperwork wrong. But they many times do because no one paid enough attention to

Executives love the promise of business intelligence (BI). Dashboards that tell the truth. Reports that line up across departments. And strategies driven by real data

More than 55% of organizational data worldwide is dark, meaning it’s collected, processed, and stored, but never used. But over 80% of business leaders believe

Two months of late nights, duplicate purges and spreadsheet firefights – all to get the CRM, ERP, and marketing database back in sync. For a

When your data lies, who pays the price? You. Imagine this: You spend days cleaning the data and building reports, and then when you finally

Everyone’s Talking About DaaS, Few Are Ready for It The concept of Data as a Service (DaaS) is having its moment. On paper, it’s easy

When AI systems deliver inaccurate or inequitable results, many people immediately assume that something went wrong in the algorithms. Rarely do we look upstream –

Every modern organization thinks it’s interoperable—until the data says otherwise. Your systems are technically connected. APIs are firing. Data is flowing. But when you zoom

Everyone says data is power. But let’s be honest: in most companies, data is politics. It’s locked in tools no one understands, hoarded by teams