Challenges
Our task was to build one consistent data source, integrating data from various systems, for a very large organization (ABB corporation), based on Microsoft and Snowflake tools. In 2021, a special Data Engineering / Data Analysis team was appointed for this purpose. The goal was to construct AI-based mechanisms, that would enable the analysis of data in warehouses in terms of process prediction. This, in turn, was to enable planning optimization of manufacturing, purchasing, logistics and forwarding processes, as well as service and replacement of devices. In short, it was essential to create mathematical and analytical models that would allow for automatic aggregation and interpretation of data.