The Four Conversations the GCC Ecosystem Needs to Have

The Four Conversations the GCC Ecosystem Needs to Have

And why having only one of them is no longer enough

(A 5 part series on the conversations shaping the future of GCC leadership)

India’s GCC story has reached a different kind of moment.

Not a milestone. Not a phase transition. Something quieter and more consequential than either of those — an inflection point where the questions the ecosystem has been asking are no longer the right ones.

For two decades, the dominant questions were about scale. How many centres. How many professionals. How much cost saved. How reliably delivered. Those questions built something remarkable. 2,117 GCCs. 2.36 million professionals. $98.4 billion in revenue. A 9.9% CAGR sustained over five years. One new centre every week.

The scale question has been answered.

What has replaced it is harder. Less measurable. More personal. And almost entirely absent from the public conversation the ecosystem is having with itself.

The shift that changes everything

96% of GCCs established after 2021 launched with full strategic mandates from inception. Not delivery mandates. Not efficiency mandates. Strategic ones. 45% of all GCCs now operate with complete product, portfolio, budget and architectural control. 64% have India-based leaders simultaneously serving as global heads of business lines.

These are not aspirational numbers. They describe what is already happening — quietly, without much fanfare, inside centres that were built for a different purpose and have outgrown it.

At the same time, AI is doing something to the GCC ecosystem that no previous technology wave has done. It is not just changing the work. It is removing entire categories of it. The transactional, process-driven work that built this industry over two decades — finance operations, HR shared services, IT support, compliance processing — is being absorbed by generative AI. Not eventually. Now. The hiring recalibration is already visible. Selective hiring at junior levels. Aggressive focus on senior professionals with deep domain expertise. A workforce that built its careers on precisely the category of work that is disappearing.

And sitting at the centre of all of this — navigating the organisational transformation, the workforce disruption, the shifting value proposition and the relentless pressure from HQ to demonstrate relevance in new terms — is the GCC leader.

The central challenge

Here is what I keep observing, across coaching conversations, roundtables and the corridor discussions that happen after the panel ends.

The organisational transformation is outpacing the leadership transformation.

GCCs are evolving — structurally, strategically, technologically — faster than the leaders inside them. And faster than the talent ecosystem that supports them. The mandate has shifted. The metrics have shifted. The expectations from global enterprises have shifted. But the identity most GCC leaders are operating from — the habits, the instincts, the mode that built their credibility — was calibrated for a different era.

You cannot deliver cognitive capital from an execution identity.

You cannot build a strategic nerve centre with leaders who are still leading from the habits of a delivery engine.

And you cannot navigate a workforce transition of this scale and speed without asking hard questions about what the talent ecosystem — inside GCCs, inside academia, inside institutions — is actually building people for.

Four conversations

What emerges from this moment are four urgent conversations. They are not sequential. They are simultaneous and mutually reinforcing. And they are largely absent from the public discourse the GCC ecosystem is having with itself.

The first is about the leader. Not the organisation — the person inside it. Who does the GCC leader in the AI era need to become? What does the shift from execution to enterprise leadership actually require — not in aspiration but in specific, observable, developable capability? And what is the gap between where most GCC leaders currently are and where the new era needs them to be?

The second is about talent. The large transactional workforce that built this ecosystem over two decades is navigating the most significant disruption it has faced. The reskilling agenda is real and immediate. But reskilling alone is not enough. The longer conversation — about how India builds and develops talent for the capabilities that will matter through 2030 and beyond — requires academia, institutions and policymakers to think differently. That conversation has barely begun.

The third is about value. The efficiency argument for GCCs is weakening. AI tools can be deployed onshore without a GCC. The question is no longer how to defend the efficiency role — it is what a GCC can deliver, from where it sits, that an AI tool deployed onshore cannot. The GCCs that answer that question clearly will find the AI transition has given them exactly the mandate they always deserved. The ones that cannot will find that AI has not made them irrelevant. It has simply made them optional.

The fourth is about measurement. Everyone is talking about what GCCs and their leaders need to become. Very few are providing a rigorous way to assess where they currently are — and what the gap actually looks like. Without an honest diagnostic, the development conversation stays generic. And generic leadership development does not close specific gaps.

Why all four matter — and why none of them is sufficient alone

A GCC leader cannot lead the new era effectively without understanding the new value proposition. The new value proposition cannot be delivered without the right talent. The right talent cannot be developed without leaders who invest genuinely in growing others. And progress on all three cannot be measured or sustained without a maturity framework that makes the gap visible and the development accountable.

These four conversations are one conversation, entered through four different doors.

What follows

Over the next four pieces I will go into each conversation in depth — not as a framework exercise, but as a genuine attempt to name what the ecosystem is navigating and what it would mean to navigate it well.

The GCC leader in the AI era. The new talent agenda. The new value proposition. The capability maturity question.

Each piece will stand on its own. Taken together, they are the conversation I believe the GCC ecosystem most urgently needs to have — honestly, specifically, and with the seriousness the moment deserves.

Rohit R Chowdhry is a GCC Leadership and Talent Advisor, Executive Coach and Author. He works with GCC leaders and CHROs on leadership evolution and talent capability for AI-era transformation. His work can be found at rohitrchowdhry.com

If you would like Rohit to share these perspectives with your leadership team — as a keynote, a roundtable conversation, or an advisory session — write to [email protected]