: The system evolves by "learning" what correct data looks like, allowing it to detect new types of errors without pre-defined logic.
: Notifying data stewards of potential issues before they impact downstream business dashboards or analytics. Why the "Smart" Approach is New and Critical smartdqrsys new
A is an advanced framework designed to automate the traditionally manual and tedious tasks of data profiling, cleansing, and monitoring. Unlike legacy systems that rely on static, human-defined rules, these modern "Smart" systems leverage Artificial Intelligence (AI) and Machine Learning (ML) to identify anomalies and self-heal datasets. Core Elements of the System : The system evolves by "learning" what correct