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Data Integrity


The ARMLS® Data Integrity department is charged with protecting the integrity of the data in MLS and enforcing ARMLS rules, regulations and policies. They follow the guidelines set forth by the ARMLS Board of Directors for notifying Subscribers and their Participants when infractions occur. In addition, they track violations as they relate to the violation hierarchy set forth in the Penalty Policy. Learn why Data Integrity is so important to your business.


Our Data Integrity Analysts understand that inaccurate information in the MLS system places you, other Subscribers and customers who rely on the accuracy of the data, at risk.




Anaberta Billar

Data Integrity Manager


Roger Garcia
Data Integrity Analyst


Bonnie Hanson
Data Integrity Analyst


Katelyn Purvis
Data Integrity Analyst

Christina Russo
Data Integrity Project Coordinator

Susan Spinosa
Data Integrity Analyst

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