Deepa Subramanian

The manufacturing industry is standing at a critical turning point. Rising energy costs, labour shortages, sustainability pressures, and fragile supply chains are reshaping how factories operate. At the same time, unplanned downtime continues to drain billions from global industries every year.  In this environment, Artificial Intelligence (AI) is no longer optional—it has become the defining […]

What is Agentic AI?  Imagine a factory floor where an AI doesn’t just follow instructions, it notices a machine’s vibration is off, orders a replacement bearing, schedules a technician, and adjusts production so deadlines are still met. That’s Agentic AI: autonomous AI systems that sense their environment, make decisions, and take action without waiting for

Imagine a factory floor where a maintenance technician can diagnose a complex machine issue in seconds, simply by asking a question in plain English. This isn’t a futuristic concept; it’s the power of Large Language Models (LLMs) in smart factories.   As the manufacturing industry undergoes a digital transformation, LLMs are emerging as a powerful

Artificial Intelligence (AI) is no longer a futuristic ambition for industries — it’s the core engine driving operational efficiency, agility, and resilience in 2025. From shop floors to global supply chains, AI is transforming how industries work, making operations smarter, connected, and self-optimizing.  But this transformation isn’t just about automating tasks. AI is now embedded