Summary: Fuzzy matching identifies records that refer to the same entity even when formats, spellings, or fields don’t match exactly. This guide is for data practitioners, analysts, and engineers
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
Amazon generates 35% of its revenue from data-powered recommendations. Netflix enjoys an 89% retention rate by personalizing every experience using viewer behavior, preferences, and interaction
When AI systems deliver inaccurate or inequitable results, many people immediately assume that something went wrong in the algorithms. Rarely do we look upstream –
Data Ladder offers an end-to-end data quality and matching engine to enhance the reliability and accuracy of the enterprise data ecosystem without friction.
