The Cloud Platform should organise information according to engineering concepts rather than according to individual hardware devices.
Measurements originating from different sensor manufacturers should be represented through a common internal data model.
This abstraction separates engineering logic from hardware implementation.
As a consequence, replacing one sensor technology with another should require minimal changes to analytical software and Artificial Intelligence.
The engineering model therefore becomes more stable than the physical devices upon which it depends.