With the increased focus on food safety and compliance by the FDA, food and beverage manufacturers are increasingly seeking data-driven pro-active maintenance strategies to anticipate and prevent problems before they get out of hand. However, rising input costs, intense competition and tight profit margins make it critical for such maintenance technologies to be automated, affordable and easy to use.