The paradigm of digital factories has gained rapid traction across various industries and has created an active and urgent need among manufacturers to digitalise their value-chain. Digital IoT platforms are witnessing an upsurge in new product introductions and are poised to reimagine manufacturing as we know it. The question though is the gap that exists between the vision and the reality, what’s the difference between possibilities, proof of concepts, and operational implementations.