This article explores how a Manufacturing Data Hub makes data-science work in manufacturing more effective, efficient, and enjoyable. In short: High quality data and governance protects your analysis from the classic problem of Garbage In, Garbage Out. The ISA-95 ontology uses semantics designed specifically to represent a manufacturing operation, including its every entity, relationship, and […]

Manufacturing is a domain full of specialized problems, so it naturally follows that the digital landscape of manufacturing is full of specialized software. While novel solutions to hard problems are sure to delight domain experts, solutions architects must view new systems more cautiously. The architect must judge each new system not only by its specific […]

Rhize is a real-time, event-driven Manufacturing Data Hub. That’s a lot of adjectives, so let’s break down what that means at a high level. What Rhize is an integration hub to join the data from the business, operation, and process activities in a single standardized model. Rhize is also a backend to build, extend, and […]

Traditional MES vendors treat digitization as a series of isolated problems. Each use case has a set solution that the manufacturer must fit to their operation. To implement a new use case, you need a new module, perhaps different data structures, and maybe even a new vendor.  Rhize’s Manufacturing Data Hub (MDH) flips this approach […]

Manufacturing data hubs are gaining traction in the industry as a new solution for unifying, standardizing, and orchestrating plant and operational data. But what is a manufacturing data hub? And how do you identify one?