The goal of this project was to develop a tool incorporating an all-in-one automatic pipeline for agricultural data analysis, that integrates different database systems, visualization tools, training of machine learning models and statistical inference. The tool enables people from a non-technical background to initialize new analyses and help them to make business decisions easily.
The major challenge was to combine the diverse set of data processing tools. The realization required broad knowledge of data storage, data extraction, data loading and data analysis techniques. The second challenge was the interface design. The tool was designed primarily for non-tech users. Therefore the tool needed to be well documented and required an intuitive user-friendly interface.
The developed tool was successfully implemented and will support product managers in their operational work. It provides an easy accessible overview of all trial information regarding a product and makes it possible to discover the most important factors for successful product applications and a high level of efficacy. The data is presented in interactive user-friendly dashboards.