AAARL worked with the data analysis team to perform a comprehensive top-down audit of a data package from a company critical project. Performed model validation, data verification and cross-reference checks to identify and fix any errors along the data pipeline.  Audited items include the data governance framework, data security, data analysis framework, data model, statistical model, codes, data outputs, data visualization and dashboards. This project was done under a tight deadline and the client was able to complete the required audit on schedule for their clients.

The results were presented to CEO and investors. The audit was done twice at the request of the CEO. The second time was a a lighter audit to verify the fixes indentify in the first audit.