India's GCC Moment: Turning Global Turbulence Into Advantage

In economics, we teach the concept of exogenous and endogenous variables. In simple terms, exogenous variables are those outside the control of policymakers, whereas endogenous variables are those policymakers can influence to improve economic outcomes. The recent Iran-Israel-US conflict is a classic example of an exogenous shock. The Indian government has nothing to do with it. Yet the consequences are immediate and significant.

Before the conflict erupted, India’s economy was in a Goldilocks phase, with estimated GDP growth of 7.6% in 2024-25 and inflation hovering around 2%. Policymakers were understandably keen to claim credit for a combination of prudent fiscal management, macroeconomic stability and steady consolidation. Those were endogenous gains.

The conflict has since altered India’s economic outlook. Given the economy’s dependence on imported energy in the form of crude oil, LNG and LPG, the impact will travel through multiple channels including growth, inflation, the balance of payments and government finances. PM Narendra Modi has already urged citizens to revive work from home and adopt carpooling to help reduce fuel consumption.

Analysts suggest that with global crude prices likely to remain elevated at $85-90 per barrel through 2025-26, India’s growth rate could slip to 6.7% from earlier projections of above 7%. There will also be second-order inflationary effects through higher raw material costs across sectors such as automobiles, FMCG, cement and plastics. CPI inflation could inch closer to 5%, the rupee may weaken further and the balance of payments position is likely to deteriorate.

The conventional belief that a depreciating rupee boosts India’s services exports also appears to be losing force. Concerns around artificial intelligence are beginning to weigh on the operating margins of IT and services firms. Recent quarterly results from Infosys, Tata Consultancy Services and HCLTech underline that reality. For much of the past five years, surpluses from India’s services exports were sufficient to offset deficits arising from energy imports. That cushion, too, now appears to be thinning.

At a time when most exogenous factors are working against India, one development could help the country navigate the turbulence: the rise of Global Capability Centres, or GCCs, as a strategic bulwark against foreign exchange volatility and fiscal fragility.

India today hosts more than 1,700 GCCs employing nearly 1.9 million professionals and generating $64 billion in export revenue as of 2023-24. These centres have evolved far beyond back-office functions into innovation hubs driving research and development, AI, fintech and advanced engineering for multinational firms such as Google, Microsoft and JPMorgan.

GCCs offer India something particularly valuable in uncertain times: stable dollar-denominated revenue streams. Unlike volatile portfolio inflows or trade flows exposed to tariffs and geopolitical tensions, GCC revenues are anchored in embedded talent and long-term operational integration. Their growth is therefore more resilient. With projections suggesting the sector could generate $110 billion in revenue by 2030, GCCs could become one of India’s strongest external-sector stabilisers.

Talent Gap
On the policy front, there are several endogenous measures India must undertake if it wants to cement its position as the world’s premier GCC destination.

Talent remains the foundation of the GCC proposition and India’s demographic dividend is real. Yet GCC leaders repeatedly point to a persistent mismatch. Entry-level graduates are plentiful, but job-ready graduates remain scarce. The disconnect between university curricula and industry requirements continues to be wide, particularly in areas such as AI, cloud architecture and advanced analytics.

Equally pressing is the leadership deficit. Historically, many GCCs in India operated as execution centres. That model is changing. Global boards increasingly want their India operations to lead product development, drive innovation cycles and manage profit-and-loss responsibilities. This requires a different layer of managerial talent, leaders capable of understanding the strategic priorities of parent organisations, navigating cross-cultural environments and representing India operations in global decision-making forums.

The investments made by companies such as Microsoft and Amazon, combined with strong university partnerships, demonstrate how such leadership ecosystems can be cultivated.

GCCs are also no longer merely importing ideas from headquarters. Increasingly, they are generating intellectual property within India itself. That transition is possible only when GCCs genuinely integrate into the local innovation ecosystem rather than simply operating alongside it.

Bengaluru offers an instructive example. The city’s dense network of startups, deep-tech firms and research institutions has allowed GCCs to plug into a constantly evolving innovation environment. Several GCC leaders describe structured programmes where they co-develop prototypes with local startups, license early-stage technologies and absorb entrepreneurial talent that might otherwise migrate to Silicon Valley.

Government and industry associations must now create stronger connective tissue between GCCs and India’s startup ecosystem through grants, joint intellectual property frameworks and simplified co-innovation rules. A GCC that merely recruits from the ecosystem extracts value. One that invests in the ecosystem multiplies it.

Strategic Build
Physical infrastructure also emerged repeatedly as a decisive factor in location decisions. Reliable power, high-quality digital connectivity, accessible housing and efficient transport systems are not aspirational benefits. They are baseline expectations for any global enterprise evaluating long-term investments.

The concentration of GCCs across six cities, Bengaluru, Hyderabad, Delhi NCR, Mumbai, Pune and Chennai, which account for roughly 90-95% of all GCCs, offers an important lesson. Infrastructure must be built ahead of demand, not after it. States that wait for GCCs to arrive before investing in infrastructure will lose to those that prepare in advance.

The final pillar is policy predictability. GCC leaders are not necessarily looking for generous tax concessions. They are looking for consistency. Competitive taxation matters, but clarity matters more. Firms want confidence that transfer pricing interpretations and GST rules will remain stable and that disputes will be resolved transparently rather than through prolonged litigation.

The recent efforts by Telangana and Karnataka to introduce dedicated GCC policies and single-window clearance systems are steps in the right direction. The next phase should focus on faster STPI and SEZ approvals, simplified compliance frameworks for contract research and a coherent national policy architecture that avoids destructive competition between states.

In an increasingly volatile world, India cannot control exogenous shocks. But it can strengthen endogenous capabilities. GCCs may well become one of the country’s most effective instruments for doing exactly that.

(Pradeep Racherla also contributed to this piece.)