Entity resolution is the process of identifying which records across one or more systems refer to the same real-world person, company, or object, and then
The average healthcare organization carries 8% to 12% duplicate patient records, and in large health systems, that number often rises to 15% to 16%. Patient Identity in Healthcare The
A name might feel like the simplest identifier, but in enterprise datasets, it rarely is. In the US and UK, for example, “Smith” tops the
If record linkage were as simple as matching names and emails, organizations wouldn’t be sitting on mountains of unleveraged data. In real enterprise environments, naïve
An enterprise single source of truth normally requires several complementary capabilities: integration to move data, storage to centralize it, governance to control it, and entity
Choosing the right vendor matching software is only half the challenge. The real value comes from how well you implement it. When done well, it
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
64% of organizations manage at least 1 petabyte of data and 41% manage at least 500 petabytes. But fewer than half (49%) of data practitioners
Cloud adoption promises to unlock $3 trillion in global business value by 2030. However, as a McKinsey report highlights, many organizations are losing their share
With data breaches exposing more than eight million records worldwide just within the last quarter of 2023, an average data breach costing around USD 4.45
Gartner estimates that poor data quality costs the average organization $12.9 million per year. Needless to say, these costs compound rapidly when data quality issues
Combining data from different tables is crucial for accurate analytics. This article covers strategies for effectively combining data from different tables, from SQL joins to
