Monarch and Monarch Server Automator easily transforms data from disparate sources. Structured and semi-structured data (such as spreadsheets, PDF) is cleansed, joined and prepared for further analytic and machine learning use. No coding is required to automate data preparation tasks, distribution of results and more. Monarch and Monarch Server Automator enable users of different skill sets to automate how data is accessed and transformed into accurate datasets.