
Data Ladder vs. Stibo Systems: A Practical Data Matching Comparison
Stibo Systems is a widely recognized player in the master data management (MDM) space. For organizations looking to centralize, govern, and distribute trusted data across

Stibo Systems is a widely recognized player in the master data management (MDM) space. For organizations looking to centralize, govern, and distribute trusted data across

Source- to-target mapping usually gets attention for about five minutes, right before a pipeline goes live. After that, it’s assumed to be “done.” Then months

Most companies don’t realize how much time they lose chasing basic facts. But research shows that decision-makers spend nearly 30% of their week (2.4 hours a day) searching for the right data. This is

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

When enterprise data systems become too large, too fast, or too fragmented, two things tend to happen: You stop trusting your data, and you stop

Data leaders don’t buy technology for the sake of technology. They buy it to answer hard questions, like: Can we trust this record? Can we

Clean, reliable records are non-negotiable for data teams. The real question is which approach to data quality better fits their needs. For some, that means

When customer records, product SKU data, supplier/vendor details, etc. are scattered across dozens of disparate systems, employees lose an average of more than a quarter

How do we best resolve duplicates or combine related records across systems? This is a question every business face when building a customer 360 view,

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