All Resources
Unifying Data Across Silos: Build a Single Source of Truth
Last Updated on December 24, 2025 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
Implementing a Vendor Matching Engine: A Practical Guide for Data Teams
Last Updated on December 24, 2025 Choosing the right vendor matching software is only half the challenge. The real value comes from how well you
Buyer’s Guide: 10-Point Checklist for Evaluating Vendor Matching Software
Last Updated on November 24, 2025 A typical SMB[1] has an invoice duplication rate of 1.29%. That’s more than $12,000 in potential duplicate payments per
Vendor Matching Software Explained: Solving Duplicate Vendor Records at Scale
Last Updated on November 13, 2025 In a poll by CFO Daily News, 86% of accounts payable (AP) professionals admitted their Master Vendor File (MVF)
The Role of Data in Mergers and Acquisitions: Why Data Quality Drives Value and De-Risks Your Deal
Last Updated on November 24, 2025 Mergers and acquisitions (M&A) rarely fail because the lawyers got the paperwork wrong. But they many times do because
Why Business Intelligence Initiatives Fail Without Clean and Connected Data
Last Updated on November 24, 2025 Executives love the promise of business intelligence (BI). Dashboards that tell the truth. Reports that line up across departments.
The Make-or-Break Role of BI and Clean Data in a Digital Transformation Strategy
Last Updated on December 1, 2025 More than 55% of organizational data worldwide is dark, meaning it’s collected, processed, and stored, but never used. But
Building Sustainable Data Assets: How Long-Term Quality and Matching Practices Future-Proof Your Organization
Last Updated on December 11, 2025 Two months of late nights, duplicate purges and spreadsheet firefights – all to get the CRM, ERP, and marketing
How Edge Computing Is Transforming Data Management for the Real-Time Era
Last Updated on November 26, 2025 What if your data didn’t have to travel halfway across the world to be useful? In a world run