4DAlert AI/ML-based Data House solution delivers.
-	Automatically Data Reconciliation, Data Quality & Data Observability – This module reconciles data within your analytics platform, monitors all pipelines for any abnormality and anomalies, and deploys data quality rules on your analytics data. The solution sends alerts when there are anomalies or mismatches within your data, saving hundreds of hours of manual data reconciliation effort and continuously building trust among end users on the data in your analytics platform.
-	Data Catalog and Data Profiling – This module delivers a Natural language-based metadata search engine for database objects, reports, files, and queries. The solution also includes a query catalog, data profiling, user rating, DQ Index, and data lineage. 
-	Data Modelling and CI/CD capabilities – This module allows you to build logical and physical data models, compare schema, create deployment script, automatically integrate deployment script to source control tools such as GitHub or Azure DevOps, and execute CI/CD pipeline as per the desired configuration.

4DAlert

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