Almost every multinational you've heard of — Amazon, JPMorgan, Mercedes-Benz, Bosch — quietly runs a secret engine room inside India. These offices are called Global Capability Centres, or GCCs: in-house units that perform engineering, finance, analytics and increasingly artificial-intelligence work for the parent company back in Detroit, Frankfurt or New York. They are not call centres, and they are not outsourcing vendors. They are the company itself, just headquartered in Bengaluru, Hyderabad or Pune.
The numbers are striking. According to consultancy Wizmatic, GCC exports from India have grown 2.4 times in six years, rising from $78.8 billion in fiscal year 2021 to an estimated $164 billion in fiscal year 2026. Headcount has nearly doubled in the same window, from 2.5 million to 4.2 million people. GCCs now generate roughly 4.4% of India's GDP. Accenture sits at the top of Wizmatic's ranking with $7.9 billion in annual exports, followed by Capgemini, IBM, JPMorgan and Amazon. Retail and Food — led by players like Walmart — was the fastest-growing vertical in FY25, expanding 24.4%, while IT and IT-enabled services remained the largest slice at 22.5% of total GCC exports.
But here's the catch: GCCs are no longer just about cheap labour. Revenue per employee climbed 24% over the same six-year period, reaching roughly $46,500 in FY26. That metric is a rough proxy for how skilled the work is, and its rise signals that GCCs are moving up the value chain — doing AI development, chip design and product engineering rather than basic back-office processing. The economic model itself is built around what's called transfer pricing: GCCs charge their parent companies a cost-plus fee regulated by international tax rules, which means revenue is predictable and tied directly to how much sophisticated work they take on.
Industry voices in the source article emphasise that this shift is structural, not temporary. Shalini Pillay of KPMG India argues that mid-sized German firms — the so-called Mittelstand — are now exploring Indian GCCs after watching giants like Mercedes-Benz, Renault-Nissan and Honda establish their own. Viswanathan K S, formerly of Nasscom, says the GCC model is shifting from staffing workflows to redesigning them. Sandeep Panat of Wizmatic notes that of the world's roughly 2,000 biggest companies, only about 8 million employees sit in the 10,590 IT and tech firms his consultancy tracks — meaning foreign companies already account for about half of India's tech workforce.
The looming question is AI. Pillay warns that under an AI-driven model, GCCs 'will not need armies of people'. That creates a paradox: exports may keep climbing even as employment growth slows or reverses, because the same work can be done with fewer humans and more software. India's policymakers and corporates are betting that the country can pivot fast enough — training AI talent, attracting higher-value mandates — to keep the engine running even as its fuel mix changes. Whether GCCs become the world's innovation nerve centre or merely its most efficient back office depends on which curve rises faster: revenue per employee, or the headcount it replaces.
Almost every Fortune 500 company you've heard of — Amazon, JPMorgan, Mercedes-Benz — runs a secret engine room inside India. It's now bigger than India's entire IT exports industry was a decade ago.
Global Capability Centres, or GCCs, are in-house offices that multinational companies set up in India to do their engineering, finance, analytics and AI work — not for Indian customers, but for the parent company back in Detroit, Frankfurt or New York. According to consultancy Wizmatic, GCC exports from India have jumped 2.4 times in six years, from $78.8 billion in FY21 to an estimated $164 billion in FY26, while headcount nearly doubled from 2.5 million to 4.2 million people.
GCCs now contribute roughly 4.4% of India's GDP. Accenture tops the list with $7.9 billion in exports, followed by Capgemini, IBM, JPMorgan and Amazon. The sector's growth — 16.9% in rupee terms this year — is outpacing the broader Indian IT industry that GCCs used to be the junior cousins of.
A GCC is the corporate equivalent of a restaurant deciding to run its own farm instead of buying from suppliers. Instead of outsourcing tech work to a vendor like Infosys, the company hires its own engineers in India under its own brand.
If you're 16 and thinking about engineering, finance, design or data science, the company that hires you might technically be German or American but your office, manager and projects will be in India. That changes what 'working at a multinational' even means. It also reshapes the global job market: AI is automating routine work everywhere, but GCCs are betting that the humans who design and govern the AI will increasingly sit in Bengaluru, Hyderabad and Pune.
The looming question is AI. KPMG's Shalini Pillay warns the model will shift: 'going forward, with AI, they will not need armies of people.' If a GCC of 40,000 engineers can do the same work with 10,000 plus AI agents, the employment story breaks — even as exports keep rising. Watch two things: whether mid-sized German and Japanese firms (the 'Mittelstand') open Indian GCCs as predicted, and whether revenue-per-employee keeps climbing faster than headcount. That ratio is the real scoreboard for whether India is becoming the world's innovation hub or just its most efficient back office.