Industry 4.0 Is About Systems And Outputs

“There’s a lot of focus on AI, automation, data analytics, and so on. But the reality is these only create value when applied to specific constraints at scale.
• Define the problem, understand what the problem is you’re trying to solve.
• What is the objective?
• What is the outcome we expect?
• And then try to apply the tools that are available.

“So I would like to say the real price is not novelty, it’s measurable operational improvement. For example, in our unified factory approach, we coordinate material movements in real time, we link production schedules, inventory and logistics, we optimize decisions across the entire system.

“So the sequence, I believe, is critical. Understand the system, identify the constraint, define what better looks like before you even start, and then apply technology at scale. That’s how you create durable advantage.”

“Last point in closing, so when you step back, these realities lead to a simple conclusion:
• This industry has to operate differently than it should in a more stable era.
• We have to make decisions earlier. We have to simplify systems sooner, and
• Build organizations that can respond faster.
• The winners won’t be the ones who predict everything perfectly. They will be the ones who adapt faster and more consistently than everyone else,” said Kotagiri