Inaccurate and manipulated information threatens to compromise the insights companies rely on to plan, operate, and grow. Unverified data is a new type of vulnerability, and one that every business leveraging digital technologies must address. An Idea of having a core intelligence agency within companies ensuring the integrity and veracity of data has now become paramount to strong leadership. Now is the time to invest in your data, their quality and accessibility, and to think about how do you create data sets that will drive your enterprise going forward. Which forms of data integrity and systems are nowadays available for manufacturing? In which way should the companies be shifted by data collection?