Data Matching Software

Find matches at unprecedented speeds and accuracy to integrate data, remove duplicates, and enrich records using intelligent, best-in-class data matching software, regardless of where your data lives

Rated Fastest and Most Accurate Data Matching Software

Features of the solution	Data Ladder	IBM Quality Stage	SAS Dataflux	In-House Solutions
Match Accuracy (Between 40K to 8M record samples)	96%	91%	84%	65-85%*
Software Speed	Very Fast	Fast	Fast	Slow
Purchasing / Licensing Costing	80 to 95% Below Competition	$370K+	$220K+	$250K+
Comments	Above tests were completed on 15 different product comparisons with university, government, and private companies (80K to 8M records). This includes the effect of false positives.	Need multi-threaded. in memory, no-SQL processing to optimize for speed and accuracy. Speed is important, the more match iterations you can run, the more accurate your results will be.	Includes base license costs. 2014 prices or later, in-house, includes salary + benefits. Note in-house implementations had a 10% chance of losing in-house personnel, so over 5 years half of the in-house implementations had lost the core member who ran and understood the matching program.	A metric for ease of use. This is the time to ﬁrst result, not necessarily full cleansing.

Solution Capabilities
Match Accuracy (Between 40K to 8M record samples)	Data Ladder: 96% IBM Quality Stage: 91% SAS Dataflux: 84% In-House Solution: 65-85%*
Software Speed	Data Ladder: Very Fast IBM Quality Stage: Fast SAS Dataflux: Fast In-House Solutions: Slow
Purchasing / Licensing Costing	Data Ladder 80 to 95% Below Competition IBM Quality Stage $370K+ SAS Dataflux $220K+ In-House Solutions $250K+
Time to First Result	Data Ladder: 15 Minutes IBM Quality Stage: 2 Months+ SAS Dataflux: 2 Months+ In-House Solutions: 3 Months+

What You Get with Our Data Matching Software

What is Data Matching?

Data matching, also known as record linkage, is a data management process that allows you to accurately identify, match, merge and duplicate records across disparate data sources for the availability of complete and up-to-date across the enterprise.

Duplicate records of the same entity may be scattered across your data repositories and applications, but if they have spelling mistakes, multicultural variations in names, nicknames or aliases, extra words, etc., regular data matching tools won’t be able to detect the duplicates.

You need a better, modern approach to data matching.
You need Data Ladder.

Our industry-leading data matching software helps you find matching records, merge data, and remove duplicates using intelligent fuzzy matching and machine learning algorithms, regardless of where your data lives and in which format.

Improve your data quality with data matching and make it your competitive advantage.

How Can Data Matching Software Help you Grow Your Business?

For a complete, accurate view of enterprise-wide data, data stewards must collaborate and come up with a data governance strategy to unify and match records across information systems and applications that collect customer data. This strategy then ensures that data quality is addressed at the root and only clean, golden records of your data are published in your upstream and downstream applications. The result is reduced confusion at all levels of the organization while dealing with data and higher ROI as a result of increased confidence in your data by using data matching software.