India’s digital engineering advantage: Why scaled AI now demands readiness, governance, and a new operating mindset

India’s enterprise technology story is moving into a new phase. Over the last decade, digital transformation has largely been about modernisation, like migrating workloads, improving customer experience, building mobile-first journeys, and moving faster through agile delivery. But in 2025, transformation is no longer only about building better products or platforms. It is increasingly about changing how work gets done, how decisions get made, and how organisations scale intelligence responsibly across functions.

In an exclusive interaction with Express Computer, Justin Marcucci, President, Apexon, speaks about what this moment means for enterprises navigating AI-led transformation and why India continues to shape their global delivery strength and innovation agenda. From the readiness gap many organisations still face to the shift from proof-of-concepts to production-grade deployments, Marcucci’s perspective highlights an increasingly important enterprise truth: AI value does not come from ambition alone; it comes from architecture, governance, and the ...