In 2022, Unity disclosed a $110 million financial loss after its ad targeting tool ingested flawed data. That same year, Equifax issued inaccurate credit scores
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
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
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
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
A practical, fact-based comparison to help you choose the right matching tool for your data quality strategy. Your data stack is only as good as
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.
