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Best Data Preparation Tools for 2026
Last Updated on February 20, 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
How Inaccurate Data Impacts Your Bottom Line
Last Updated on January 2, 2026 Most data problems don’t show up as dramatic failures. They appear as small problems or hide in plain sight.
Unifying Data Across Silos: Build a Single Source of Truth
Last Updated on January 2, 2026 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