with addition of the forecast application, Plex DemandCaster Supply Chain Planning, in 2019. The end-to-end implementation took approximately one year, this included: the development of EDI trading partners, three months for training, and a one-month post-live phase for process modification and assessment. Additionally, the team acquired hardware (UI screens and printing equipment) and developed new SOPs, which opened the door for cross-departmental changes and improvements. Training on Plex also included sessions and communication across departments. This, coupled with the creation of new SOPs indicating how the job is done, initiated conversations on the process of manufacturing, change, and improvement across departments. As Plex provides visibility of the end-to-end manufacturing process to all users, the interdependencies between manufacturing, maintenance, and customer service are finally showcased. In sum, the training and post-live phase for Plex implementation served to break down silos between departments. Plex’s digital, transactional model enabled the customer organization to understand the manufacturing process in granular detail, from inventory to finished product. This not only identified and filled in important operational intelligence holes, but it also allowed technical resources to move to more valuable analytical tasks. The addition of DemandCaster allowed the customer organization to quantify the raw material