Sumeet Thakkar

Digital twins have already changed how businesses monitor physical assets, simulate scenarios, predict failures, and optimize operations. The next phase is not only about creating more accurate virtual replicas. It is about making those replicas easier to understand, interact with, and act on. That is where Generative AI is changing digital twin technology. Traditional digital […]

Sumeet Thakkar October 7, 2026

Manufacturers hear the phrase “smart factory” everywhere. But most enterprise leaders still ask a simpler question. What is a digital factory, and how do we actually build one? There are several digital twin misconceptions amongst entrepreneurs. This blog answers that question in plain terms. It breaks down what a digital factory really means, why it […]

Sumeet Thakkar August 5, 2026

The global digital twin market is currently valued at approximately $33.97 billion in 2026 and is projected to reach $384.79 billion by 2034, growing at a CAGR of 35.40%. That trajectory is not being driven by pilot curiosity. It is being driven by organizations that have moved digital twins into production and are seeing measurable […]

Sumeet Thakkar July 2, 2026

If you’re dealing in construction business, you’ve probably heard the terms BIM and Digital Twin used almost interchangeably. Both promise better buildings and smarter decisions, and come with significant price tags, but BIM and Digital Twins are not the same thing; They’re different. They solve different problems, serve different teams, and deliver value at completely […]

Sumeet Thakkar June 26, 2026

Global supply chains are stretched thin, customer expectations continue to rise, fuel costs fluctuate unpredictably, and regulatory demands are becoming increasingly stringent. And somewhere in the middle of it all, operations teams are still making million-dollar decisions based on yesterday’s data. This is precisely the gap that digital twin technology is closing. A digital twin creates a live, […]

Sumeet Thakkar August 24, 2026

Airlines today operate in a high-pressure environment. Rising operational costs, increasing passenger expectations, and evolving safety regulations are forcing airlines to rethink how they manage operations and asset performance.  Traditional systems are no longer enough to keep up. Airlines need smarter ways to manage aircraft, operations, and risks. This is where digital twin technology is making a real […]

Sumeet Thakkar June 15, 2026

Manufacturing is under constant pressure. Teams need to produce more, reduce downtime, and control costs. At the same time, systems are becoming more complex. Many factories still rely on reactive decisions. A machine fails. Production stops. Losses build up. This is where digital twins are changing the game. A digital twin is a virtual replica of a physical asset, process, or entire […]

Sumeet Thakkar July 22, 2026

Healthcare has long been built on a simple formula: wait for something to go wrong, then fix it. A patient experiences chest pain, books an appointment, receives a diagnosis, and begins treatment. This often surfaces weeks or months after the underlying condition began quietly progressing.  That model is changing. AI, real-time data streams, and advanced […]

Sumeet Thakkar August 31, 2026

For asset-intensive industries, maintenance failures are no longer just operational issues, they are revenue risks. A single hour of unplanned downtime in manufacturing or energy operations can cost thousands to millions of dollars depending on facility scale. Yet many organizations still rely on fixed maintenance schedules that fail to reflect real equipment conditions. The real issue is […]

Sumeet Thakkar May 15, 2026

The cost of building a digital twin depends less on the technology itself and more on the level of operational intelligence an organization wants to create. Some digital twins are designed to visualize asset performance. Others support predictive maintenance, scenario simulation, or system-level decision planning across multiple business environments. Each maturity level changes the investment required. Adoption […]

Sumeet Thakkar May 20, 2026

Equipment failures cost industrial companies more than they realize, not just in repairs, but in lost production, delayed orders, and emergency labor. According to Grand View Research, the global predictive maintenance market was valued at $14.29 billion in 2025 and is projected to reach $98.16 billion by 2033.  This growth reflects one clear shift in which organizations are moving […]

Sumeet Thakkar June 12, 2026

If your business still relies on reactive decision-making, you’re already behind competitors adopting predictive, data-driven operations powered by digital twins.  According to Grand View Research, the global digital twin market is projected to grow from $35.82 billion in 2025 to $328.51 billion by 2033, at a CAGR of 31.1%. This growth is driven by increasing demand for predictive […]

Sumeet Thakkar May 18, 2026