India at the Digital Turning Point: How Virtual Twins, AI and Data Are Rewiring Industry

Why It Matters

Accelerated adoption of virtual twins and AI will boost productivity, cut carbon footprints, and enhance competitiveness of Indian industry, while addressing energy security and sustainability goals.

Key Takeaways

• Virtual twins now mainstream across manufacturing, infrastructure, life sciences
• Godrej rates digital maturity 7‑8/10, focusing AI for efficiency
• IndianOil uses AI in exploration, refining, and retail supply chain
• Only 25% of Indian firms score >4 digital maturity
• Fragmented software ecosystems increase costs, limit data integration

Pulse Analysis

Virtual‑twin technology has become a cornerstone of India’s industrial renaissance, enabling engineers to simulate entire product lifecycles before a single physical prototype is built. By linking digital models to real‑world data, manufacturers can predict performance, optimise material usage and dramatically lower carbon emissions. The shift toward model‑based engineering also supports the "first‑time right" philosophy, where design accuracy translates into shorter time‑to‑market and reduced rework costs, a critical advantage for sectors ranging from automotive to aerospace.

Artificial intelligence is now the next frontier of this digital evolution. Companies such as Godrej Industries are leveraging AI to identify high‑impact use cases that drive efficiency, cost reduction and revenue growth, while IndianOil Adani Ventures embeds AI across upstream exploration, refining operations and retail inventory management. The convergence of AI with rich data streams empowers scenario modelling, allowing leaders to navigate geopolitical volatility and supply‑chain disruptions with greater agility. However, the true value of AI emerges only when data is clean, accessible and integrated across functions, a point emphasized by KPMG’s digital experts.

Despite the momentum, India’s overall digital maturity remains modest, with roughly 25% of firms scoring above four on a five‑point scale. Fragmented software landscapes—often 25‑30 disparate systems that rarely communicate—inflate costs and stifle insight generation. To unlock the full potential of digital continuity, organisations must adopt a phased roadmap: pilot single‑function solutions, expand to cross‑functional integration, and ultimately achieve ecosystem‑wide connectivity. As green molecules like ethanol, biogas and hydrogen gain traction, a unified digital backbone will be essential for scaling sustainable energy supply chains and maintaining India’s competitive edge on the global stage.