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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 February 19, 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 January 28, 2026 Source- to-target mapping usually gets attention for about five minutes, right before a pipeline goes live. After that, it’s
Managing Nicknames, Abbreviations & Name Variants in Enterprise Entity Matching
Last Updated on January 26, 2026 A name might feel like the simplest identifier, but in enterprise datasets, it rarely is. In the US and
Linking Similar Records with Incomplete Data: Proven Approaches for High-Accuracy Entity Matching
Last Updated on January 13, 2026 If record linkage were as simple as matching names and emails, organizations wouldn’t be sitting on mountains of unleveraged