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ERP Data Quality: Why It Matters, Common Issues, and How to Improve It
Last Updated on April 23, 2026 According to Gartner, poor data quality costs the average enterprise $12.9 million per year. In an ERP environment, where
SAP Is Acquiring Reltio. Here Is What Reltio Customers Need to Know.
Last Updated on April 2, 2026 On March 27, 2026, SAP said it would acquire Reltio, a leading enterprise master data management platform. The deal should close
EMPI vs Entity Resolution: What Healthcare IT Teams Need to Know
Last Updated on March 3, 2026 The average healthcare organization carries 8% to 12% duplicate patient records, and in large health systems, that number often rises to 15% to
Dedupe Software Tools for Multi-Source Data Integration
Last Updated on February 27, 2026 Dedupe software identifies and removes duplicate records from databases, CRMs, and other data systems so organizations maintain a single,
What Is Data Matching and Why Does It Matter?
Last Updated on February 27, 2026 Written by Data Ladder’s data quality team, drawing on 15+ years of experience helping enterprises match and deduplicate datasets
Best Data Preparation Tools for 2026 (Reviewed & Compared)
Last Updated on March 13, 2026 Best Data Preparation Tools for 2026 From messy records to analysis-ready datasets. Compare the tools that clean, structure, and
Informatica PowerCenter End of Life (2026): What It Means & Your Migration Options
Last Updated on March 27, 2026 Informatica PowerCenter has powered enterprise data integration for decades. But with its end of standard support set for March
Better Reporting & Analytics Through Higher Data Quality
Last Updated on February 6, 2026 In 2022, Unity disclosed a $110 million financial loss after its ad targeting tool ingested flawed data. That same
Source-to-Target Mapping Best Practices for Accurate, Scalable Data Pipelines
Last Updated on April 23, 2026 Source- to-target mapping usually gets attention for about five minutes, right before a pipeline goes live. After that, it’s