India's 2,000 Global Capability Centres (GCCs), which contribute 2% to GDP, face a critical transition as AI threatens to automate low-skill roles. While the sector remains a key economic pillar, industry experts warn that competitiveness now depends on shifting toward high-end AI development and governance to retain long-term value.
India’s Global Capability Centres, known as GCCs, have established themselves as a vital engine of the country’s modern economy. With nearly 1,000 of the world’s 2,000-plus centres located in India, these hubs now employ roughly 2 million professionals and account for approximately 2% of the national GDP. However, as Artificial Intelligence technology matures, the sector faces a significant shift in its business model.
The Automation Risk to Traditional Roles
Chief Economic Adviser V. Anantha Nageswaran has cautioned that the competitive advantage of Indian GCCs—often built on cost-effective, repetitive tasks—is under pressure. Advancements in AI, particularly in areas like basic coding and data processing, mean that low-skill roles are becoming increasingly vulnerable to automation. For companies relying on these manual-heavy functions, the traditional value proposition is changing, forcing a move toward more complex, value-added services.
Transitioning to AI Development and Governance
Despite these challenges, the rise of AI is also creating new avenues for growth. India is already the second-largest hub globally for enterprise AI work, with over 1,200 centres currently integrating machine learning into their operations. The demand is shifting toward specialized roles in AI system architecture, implementation, and ethics. Because AI systems require human oversight for their entire lifecycle, there is significant potential for Indian talent to move up the value chain from basic execution to strategic governance and development.
Bridging the Skilled Talent Gap
Beyond technological adaptation, the sector faces a structural hurdle in human capital. Industry reports indicate that less than half of India’s annual graduates are considered ready for the modern workplace. This employability gap is a core concern for GCC leadership, as talent scarcity in high-end technical fields could stall the transition. While the Union Budget has provided support through simplified tax rules and faster approvals, the burden of upskilling falls on both educational institutions and the corporations themselves. For investors and industry observers, the primary monitorable will be how quickly these centres can transition their workforce from legacy tasks to specialized AI-focused roles, as long-term sustainability will depend on this pivot.