A cloud-based solution that automates Data Reconciliation, Data Quality, and Data Ops. The solution comes with three main modules. a) Automatic Data Reconciliation – The solution leverages API technology to connect with most modern analytics databases and data lakes reconciles data automatically between source targets and generates alerts when there is a data mismatch beyond a certain threshold. b) Automatic Data Quality - The solution comes with a predefined set of data quality catalogs that could be easily deployed into any analytics platform to measure data quality and generate alerts when there is a data anomaly. c) CI/CD and DataOps – The CI/CD module of the solution automates schema comparison for most modern databases which include Snowflake, Google Bigquery, and Redshift, and integrates with multiple source control tools such as GIT, Azure DevOps and automates database changes