India’s GCC story has traditionally been measured through scale- more centers, larger teams, and expanding mandates. But as AI changes how work is structured and delivered, headcount and scale alone reveal less about the maturity of a center.
What matters increasingly is the depth of ownership a GCC can take on- across global functions, products, IP, AI capabilities, and enterprise decision-making. That shift is also changing expectations around leadership, talent, product development, and location strategy.
In a recent conversation with AIM Network, Pari Natarajan, CEO of Zinnov, explored what this transition means for the future of GCCs in India- from the rise of AI-native centers and talent density to global functional ownership and the next wave of GCC locations.
GCC leaders are moving from managing India-based teams to owning global functions across engineering, product, finance, and other enterprise capabilities – making business understanding, functional depth, and global influence increasingly critical.
High-performing GCCs are defined by strong talent density, ownership of core business capabilities, and CXO-level sponsorship. Greater decision-making authority is what enables them to move from execution centers to strategic enterprise hubs.
Becoming an AI-native GCC requires progress across individual productivity, enterprise productivity, and frontier AI capabilities. AI must extend beyond tools to become part of the GCC’s data, operations, and innovation architecture.
Growth will increasingly be shaped by AI skills, product and IP ownership, engineering depth, innovation, and decision-making authority rather than headcount alone. Tier-2 cities could also play a larger role as their leadership ecosystems mature.
1. How is the role of a GCC leader changing?
GCC leadership is evolving from managing teams on behalf of headquarters to owning global functions directly from India. Engineering, product, finance, and other functional leaders can increasingly have end-to-end accountability while being based in the GCC. This raises the bar for GCC leaders, who now need deeper business understanding, functional expertise, global stakeholder influence, and strong connections with headquarters.
2. What makes a GCC successful and mature?
Three factors stand out: high talent density, ownership of core enterprise capabilities, and senior executive sponsorship. Mature GCCs move beyond support activities to take responsibility for strategic functions. CXO-level visibility and sponsorship further strengthen decision-making authority and organizational influence.
3. What does talent density mean for a GCC?
Talent density is about increasing the concentration of high-quality, highly capable employees rather than simply adding headcount. For modern GCCs, this increasingly means professionals who combine functional expertise with AI capabilities, curiosity, adaptability, and the ability to solve strategic enterprise problems.
4. Will AI reduce GCC headcount in India?
AI is changing the skill mix and organizational structure of GCC teams, with companies experimenting with smaller, highly capable engineering teams. But greater productivity does not necessarily mean that GCC work will shrink. As GCCs take on more product engineering, AI, data, innovation, and global responsibilities, the overall scope of work can expand. The bigger shift may therefore be from headcount-led GCC growth to capability-led growth.
5. What is an AI-native GCC?
An AI-native GCC integrates AI across three levels:
A GCC becomes truly AI-native when AI is embedded across how individuals work, how the enterprise operates, and how new strategic capabilities are created.
6. Why are more global product development teams being built in India?
AI is making customer and product insights more accessible to distributed engineering teams. Product developers can increasingly use AI-driven insights to understand customer behavior, feature usage, and product requirements without always needing to be physically close to customers. This creates greater scope for GCC teams in India to own product engineering, product development, core IP, and innovation rather than operating primarily as backend delivery teams.
7. Are GCCs moving from support functions to core business functions?
Yes. One of the clearest indicators of GCC maturity is the transition from supporting enterprise functions to owning strategically important capabilities. Modern GCCs are increasingly taking responsibility for engineering, product development, AI, data, finance, cybersecurity, innovation, and other global functions.
For enterprises setting up or transforming a GCC, the question is increasingly shifting from “What work can we move to India?” to “What global capability can we own and build from India?”
8. Is the term “Global Capability Center” becoming obsolete?
Not necessarily. Individual companies may internally refer to their centers as innovation centers, technology centers, engineering hubs, India centers, or simply by location. But “Global Capability Center” remains an important industry-level category because governments, analysts, enterprises, and ecosystem participants need a common definition to measure the industry, shape policy, and track its evolution.
9. Will Tier-2 cities become the next major GCC destinations in India?
Tier-2 cities have growing potential, particularly for companies that already operate GCCs in India and understand the local ecosystem. Infrastructure is becoming less of a barrier than it was historically. The bigger constraint is often leadership density- the availability of experienced GCC and functional leaders who can establish and scale sophisticated operations. As these leadership pools deepen, Tier-2 locations could play a larger role in India’s next phase of GCC expansion.
10. What should companies consider when building the next generation of GCCs in India?
Companies should think beyond cost arbitrage and headcount. The next-generation GCC strategy should consider:
Taken together, these questions point to a broader shift in how GCCs are being designed and evaluated. The strongest GCCs will increasingly operate as strategic extensions of the global enterprise, with deeper ownership of capabilities, decisions, and outcomes.
“AI is fundamentally reorganizing how and where innovation happens, compressing what once took decades into cycles of months. What sets India apart at this moment is not just scale, but the ability to build and deploy under real-world complexity- across languages, sectors, and constraints that increasingly mirror global markets. We’re seeing a clear shift- from execution to co-creation- across both startups and global capability centers, as value moves from building models to applying them in consequential ways. The ecosystems that lead from here will be those that can translate this complexity into scalable, applied intelligence, and India is emerging as one of the clearest proving grounds for how that future gets built,” said Pari Natarajan, CEO & Co-founder- Zinnov, on TheTimes of India.
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