From Cost Arbitrage to Strategic Nerve Centre
Global Capability Centers, or GCCs, are offshore units set up by multinational corporations to handle business operations. For years, their primary value proposition was cost arbitrage—performing tasks like IT support, finance, and HR at a lower price
point. That narrative, however, is now fundamentally changing. According to a recent report by Nasscom and Zinnov, India now hosts over 2,100 GCCs employing nearly 2.4 million professionals. More importantly, the conversation has shifted decisively from scale to value. These centers are no longer just executing orders; they are evolving into strategic nerve centers that architect decisions, formulate enterprise-wide standards, and take ownership of global products and platforms.
The AI Infusion Is Here
The engine driving this transformation is artificial intelligence. AI adoption has moved from isolated experiments to mainstream deployment across India's GCCs. Recent data highlights this trend: one Infosys report found that nearly every GCC surveyed had integrated AI into its core functions. Similarly, a Nasscom-Zinnov study revealed that over 1,200 GCCs in India now have embedded AI/ML capabilities, with a talent base of 250,000 AI professionals. Generative AI, in particular, is leading the charge, with over 70% of GCCs actively investing in the technology to redefine operational efficiency and unlock new value streams. This AI infusion is not just an add-on; nearly half of all GCCs established since 2021 were built with AI as a core focus from their inception.
What 'Moving Up the Value Chain' Looks Like
The integration of AI is enabling GCCs to perform higher-value work that was previously unimaginable. Instead of just managing IT tickets, they are developing AI-powered applications for fraud detection and risk scoring. Instead of just processing invoices, they are using predictive analytics to optimize global supply chains and forecast consumer behavior. Companies like JPMorgan and Walmart Global Tech are prime examples, with their Indian GCCs building proprietary AI assistants that are saving millions of developer hours and boosting productivity. This allows talent to focus on high-leverage innovation rather than repetitive tasks. The work is shifting from rule-based execution to judgment, synthesis, and decision support, turning these centers into R&D powerhouses.
A New Equation for Talent
This AI-driven evolution is fundamentally reshaping the workforce. It’s not simply a story of automation replacing jobs, but one of profound skills transformation. While some routine, process-heavy roles in areas like L1 IT support and manual testing are expected to be automated, the demand for high-skilled AI talent is surging. Reports indicate a widening capability gap, with a scarcity of senior AI professionals. In response, GCCs are heavily investing in reskilling and upskilling their workforce, with some studies showing reskilling initiatives grew to 71% in 2025. The goal is to create a new class of hybrid professionals—part domain expert, part AI collaborator—who can orchestrate human potential and machine intelligence with equal finesse.
India's Unmistakable Advantage
With its vast talent pool, mature tech ecosystem, and growing number of AI Centers of Excellence, India is uniquely positioned to lead this global shift. GCCs here are no longer just consuming AI developed elsewhere; they are increasingly building and fine-tuning proprietary models in-house. This move from being a service provider to a strategic partner and innovation owner solidifies India's role as a critical hub in the global technology landscape. The evolution is clear: India's GCCs have transformed from cost centers into cognitive command centers, driving enterprise-wide transformation for the world's largest companies.
