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Making the case: Why you should be using a dedicated layer for data modeling

A dedicated abstraction layer is essential because not every application conforms to one single standard.

Four practical use cases for Industrial DataOps

Most manufacturing companies realize the benefits of leveraging industrial data to improve production and save costs, but they remain challenged as to how to scale-up their pilots and small-scale tests to the plant-wide, multi-plant, or enterprise level.

IIoT health check: 6 signs you need Industrial DataOps

An executive for an industrial products company once told me even though his factories are full of similar equipment, he still struggled to access meaningful data from the machines.

4 reasons to consider a multi-hub architecture for your Industrial DataOps deployment

Manufacturers and other industrial companies adopting Industry 4.0 want to make industrial data available at scale across the enterprise to drive business decisions.