Data science bears great potential for manufacturing. Advanced machine learning can help with more efficient production planning, predicitve maintanance for production machinery and with many more use cases that increase supply chain resilience. However, heterogeneous shop floor data hampers the roll-out of these use cases at scale. i-flow is here to solve this. We're happy to announce that we're part of i-flow's pre-seed round. i-flow offers a data harmonization solution to enable machine learning and other advanced data analytics use cases for industry 4.0.