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

Features of the solution | Data Ladder | IBM Quality Stage | SAS Dataflux | In-House Solutions | Comments |
---|---|---|---|---|---|
Match Accuracy (Between 40K to 8M record samples) |
96% | 91% | 84% | 65-85%* | Multi-threaded, in-memory, no-SQL processing to optimize for speed and accuracy. Speed is important, because the more match iterations you can run, the more accurate your results will be. |
Software Speed | Very Fast | Fast | Fast | Slow | A metric for ease of use. Here speed indicates time to first result, not necessarily full cleansing. |
Time to First Result | 15 Minutes | 2 Months+ | 2 Months+ | 3 Months+ | |
Purchasing/Licensing Costing | 80 to 95% Below Competition | $370K+ | $220K+ | $250K+ | Includes base license costs. |
Note: in-house implementations have a 10% chance of losing in-house personnel, so over 5 years, half of the in-house implementations lose the core member who ran and understood the matching program.
*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.
Unparalleled matching accuracy and speed for enterprise-level data cleansing beating IBM and SAS.
Seamless integration with MongoDB and Hadoop-based databases for processing of 100 million+ records.
Mix of established and proprietary matching algorithms with a high level of matching accuracy.
Designed for both business and IT users, DataMatch allows you to match and cleanse data visually.
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.
Your marketing and sales efforts are more effective and efficient with accurate and complete customer data.
Avoid embarrassing situations when you are dealing with customers by eliminating duplicates.
Intuitively match and enrich data in all popular formats and sources – no technical background required.
Avoid data quality issues before bad data even makes it into your system with our real-time API features.
Reduce postage and mailing costs by eliminating duplicates from your database using best-in-class data matching software.
Compare your product catalog to the competition, quickly determining gaps and opportunities.
Accurately match patient records against health information exchanges to enrich data across jurisdictions.
Ensure successful system migration to your modern ERP, PIM, or CRM by automating data cleansing and deduplication.
Avoid OFAC violations easily by matching vendor/supplier data against blacklists before making transactions.
Resolve entity relationships and prepare your Big Data for predictive analytics with state-of-the-art matching.
Get 360 customer, vendor, or product view by linking records across the enterprise.
Merge and purge to build your data lake for enhanced predictive analytics.
Increase confidence in your data to reduce operational costs and increase productivity.
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