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A Global Capability Center (GCC) is a dedicated offshore unit that a company sets up usually in India to own critical business functions like engineering, product development, data and analytics, or customer operations, rather than outsourcing that work to a third-party vendor. Unlike traditional outsourcing, a GCC is fully owned and controlled by the parent company, making it a long-term extension of the business rather than a temporary cost-cutting arrangement.

If you’re setting up a Global Capability Center in India, the first real decision isn’t where to locate it its which operating model to use to get there. The two most common paths are a Managed GCC and a Build-Operate-Transfer (BOT) model, and the choice shapes everything from your upfront cost to your timeline to how much control you have from day one. Neither model is universally “better.” The right one depends on how confident you are in your India strategy, how fast you need to move, and how much operational risk you’re willing to take on early. Here’s how to think about it through.

India is no longer just a cost-saving destination. It has become the world’s most strategic location for Global Capability Centres and the 2026 numbers make that impossible to ignore. According to the Zinnov-Nasscom GCC Value Orbit Report FY2026, India is now home to 2,117 GCCs employing 2.36 million professionals and generating $98.4 billion in annual revenue. That is 32% growth since 2021. And 92% of GCC leaders today say their centres deliver value far beyond cost savings.

For decades, the pitch for setting up a Global Capability Center in India was simple: save money on operations. That story is no longer accurate, and companies still evaluating GCCs through a purely cost-arbitrage lens are already behind. Today, the majority of GCC leaders report that their centers deliver value far beyond cost savings many now own full product roadmaps, drive AI strategy, and hold real global decision-making authority.

Bengaluru will likely remain India’s GCC capital for years to come it still accounts for over a third of all GCC activity in the country. But the fastest growth in India’s Global Capability Center ecosystem right now isn’t happening in the metros. It’s happening in tier-2 cities like Coimbatore, Ahmedabad, Kochi, and established secondary hubs like Pune, which are growing significantly faster than the traditional Tier-1 centers

Most companies don’t have an AI problem. They have an AI pilot problem. Independent research now shows that somewhere between 80% and 95% of enterprise AI pilots never reach production or reach production but deliver no measurable financial return. The models work. The demos impress the boardroom. And then, quietly, the project stalls not because the technology failed, but because the organization around it wasn’t ready to use it.