The Second Operating Core: Why GCCs in India Are Back at the Center of Global Work

India’s GCC story is entering a more serious phase. With India-created IP, deeper headquarters integration, AI-led operating models, and expansion beyond the usual technology corridors, the country is moving from talent at scale to talent with strategic equity.

When a Retail Giant Builds Its Next Brain in Hyderabad

Costco is an unlikely company to open a story about the next phase of global capability centers, which is why the example works. The American retailer is known for warehouses, bulk buying, tight margins, membership loyalty, and an operating culture built on discipline. It rarely chases fashionable technology narratives for effect.

So, when Reuters reported that Costco was preparing to open its first technology center in India, in Hyderabad, with plans to employ around 1,000 people and support technology and research operations alongside global teams, the move carried more weight than another location announcement.

Retail has become a technology business wearing the clothes of a store. Inventory science, warehouse automation, demand forecasting, payments intelligence, supplier analytics, fraud controls, membership data, and digital commerce now sit close to how retailers compete. A company like Costco builds a technology and research center in India because the machinery of retail has become technical, analytical, and central to the enterprise.

The larger GCC story sits inside that change. Companies are taking heavier work global: product engineering, AI infrastructure, data governance, platform operations, research, cybersecurity, finance analytics, customer intelligence, process redesign, and the enterprise workflows that shape performance.

The GCC is becoming the place where these capabilities are built with company ownership, inside the firm’s own systems of control. The GCC Pulse 2026 report describes this shift as GCCs moving into globally integrated offices with shared authority and accountability, which is a useful way to understand why the language around these centers is changing.

The phrase “global office” changes the mental picture. It suggests a center with leaders inside enterprise governance, teams that own platforms, engineers who shape product roadmaps, and data groups building the foundations for AI.

Namita Adavi of Zinnov captured the shift well in the GCC Pulse framing when she argued that 2026 would be the year GCCs stop acting like extensions and start functioning as global offices in their own right. The phrase matters because the authority underneath it changes what the center is expected to carry.

India’s GCC story is therefore becoming more complex than the old shorthand allowed. Scale, cost, engineering supply, English-speaking talent, and a mature services ecosystem still matter. The deeper shift is that companies now want India closer to the operating core. They want teams near AI, data, platforms, product ownership, compliance, and enterprise workflows because these layers now carry too much strategic weight to sit loosely connected to the business.

The pattern is visible across sectors. Sanofi plans to expand its Hyderabad GCC beyond 4,500 employees, with roles across R&D, AI, data innovation, analytics, medical affairs, and corporate functions, while Chevron’s Bengaluru Engineering and Innovation Excellence Center spans 312,000 square feet, employs more than 1,000 professionals, and uses high-performance computing for geological modeling and digital replicas of processing plants.

Costco shows retail becoming technical at its center. Sanofi shows biopharma using India for scientific and operational depth. Chevron shows energy placing digital, engineering, and AI capability inside India’s talent system.

The new GCC boom can look, from a distance, like another wave of work moving to India. The more important shift is in what companies are choosing to own here. Increasingly, GCCs are being built as a second operating core, with responsibility for products, platforms, data, AI, engineering, risk, and other enterprise capabilities, supported by real decision rights, senior leadership, and institutional knowledge that stays with the business.

These centers now sit at the heavier end of global work, where talent access is tied to capital commitment, governance, intellectual property, leadership depth, and long-term control.

The Real Signal Is the Size of the GCC Commitment

The easiest way to underread the GCC boom is to treat it as another office-market story. The numbers are large enough to invite that reading. JLL’s India GCC Guide 2026 projects more than 2,500 GCCs in India by 2030, employing 2.8 million to 2.9 million professionals and contributing about $105 billion in revenue, while JLL’s separate analysis says GCCs already occupy more than 263 million square feet of Grade A office stock across India’s top seven cities, with the figure expected to cross 350 million square feet within four years.

These are property numbers on the surface. They are also conviction numbers. A company makes this kind of real estate, leadership, compliance, security, and talent commitment only when the work has become central enough to justify it.

The GCC has become the model companies choose when the work is important enough to own and global enough to place outside headquarters. It gives the company another institutional base, with its own leaders, systems, operating rhythm, and long-term accountability. The company still benefits from India’s talent depth, while the center becomes a permanent answer to where capability should live. It is a permanent bet on where capability should live.

That bet is becoming more visible in the scale of market projections. Reuters reported in November 2025 that India could host more than 2,400 GCCs by 2030, with the sector’s economic value rising from $64.6 billion to $110 billion.

The same report noted that GCC staffing already formed more than 60% of TeamLease’s net revenue, which shows how deeply the model has moved into India’s talent economy. This has moved beyond a side lane inside outsourcing. It is one of the main ways global companies are organizing critical capability.

The breadth also matters. Financial services, healthcare, retail, consumer goods, industrial companies, airlines, life sciences firms, energy majors, and automotive players are using India-based centers for mandates that extend beyond IT support. The GCC is becoming a board-level answer to a wider problem: how to access global capability while keeping important work inside the company’s own walls.

There is another reason this model is attracting attention now. The cost of weak control has risen. Digital products, customer data, enterprise platforms, AI systems, cybersecurity, risk, and analytics are all closer to the heart of the company than they were in earlier outsourcing cycles.

A firm may still use service providers heavily, and many do, but there is a point where leadership wants the people building and governing these systems to carry the company’s own incentives, language, security standards, and long-term memory.

That is why the GCC is best read as an ownership decision. It is heavier, slower, and more expensive to set up than buying from a vendor. That is also why its growth is meaningful. Companies do not choose the heavier model unless the work has become too consequential for a lighter one.

AI Is Making the Captive Model More Attractive

The return of the GCC is tied to a quieter anxiety inside large companies: AI is becoming too central to remain scattered across pilots, vendors, and local experiments. A model can be bought, a tool can be licensed, and a proof of concept can be launched from almost anywhere.

Turning AI into something that improves a bank, retailer, insurer, drugmaker, logistics company, or industrial group is a different matter. It needs technical talent, domain judgment, clean data, security confidence, product thinking, and leadership close enough to the business to know where intelligence should enter the system.

That is why the captive model is gaining fresh relevance. It gives companies a place where AI capability can be built with more continuity than a project team and more ownership than a vendor arrangement. That does not make the captive model the right answer for every capability.

External providers still matter where specialist expertise, flexibility, or speed are more valuable than long-term institutional ownership. The attraction is strongest where companies want to retain data access, governance, reusable platforms, and domain knowledge that become more valuable as they accumulate inside the enterprise.

Business Standard reported that GCC hiring in India grew 12-14% quarter-on-quarter in Q4 FY26, with nearly 60% of new roles linked to AI, data, cloud, and platform skillsets, while AI and data talent shortages reached 38-42%. The tension is clear: GCCs are hiring into the very areas where capability is hardest to find. This is an important signal because the GCC boom is being driven by scarce capability, not expansion alone.

Companies are building centers because the next competitive layer depends on people who can work across AI systems, platforms, data environments, business rules, and customer-facing products. These roles are hard to replace quickly because they become more valuable with time inside the enterprise.

That changes how companies think about ownership. If a firm can barely find enough AI engineers, platform architects, MLOps specialists, data leaders, and cloud infrastructure talent, it will want to retain the institutional learning those people create.

The value is also in the accumulated understanding of the company’s data, products, systems, risk appetite, customers, and commercial priorities. Once that learning becomes valuable, the owned center starts to look like a strategic container.

The same movement is visible in how GCC leaders are talking about AI adoption. EY’s India GCC Pulse Survey 2025 found that 58% of GCCs are investing in agentic AI, another 29% plan to scale it within a year, and 67% are creating dedicated innovation teams and incubation programs to develop and globalize ideas from India. Agentic AI pushes GCCs beyond isolated automation toward systems that can plan, act, and coordinate inside business workflows.

A GCC that owns AI capability can create shared standards, build reusable platforms, carry domain knowledge across functions, and keep the enterprise from treating every use case as a separate local experiment. For companies with many regions, brands, products, systems, and regulatory environments, that coordination becomes extremely valuable.

This is why AI is pushing GCCs back into the center of global work. Companies taking AI seriously are realizing that the hard part is not buying intelligence but institutionalizing it. A well-built GCC gives them a place to do that at scale, with enough talent depth to build, enough proximity to the enterprise to govern, and enough continuity to turn experiments into operating capability.

The Work Is Moving Closer to the Product

The clearest sign of GCC maturity is the kind of responsibility being placed there. Newer announcements coming out of India are less about back-office expansion and more about companies moving technical memory, product judgment, engineering depth, and platform capability into their India teams. The work now landing inside mature GCCs sits closer to the systems that decide whether a company can keep improving.

Vanguard is a useful example because the company is one of the world’s largest investment-management firms, a business where trust is built through reliability, cost discipline, digital access, data integrity, and long-term confidence.

The Times of India reported in April 2026 that Vanguard planned to scale its Hyderabad GCC to 1,000 employees by the end of 2026 and 2,400 by 2029, with the center tied to technology and product capability. For a company like Vanguard, this is a technology strategy in hiring form. It is a decision about where part of the firm’s technology future will be built.

The same upstream movement is visible in cybersecurity, where the link between product and trust is even tighter. Sonatype’s India Innovation Hub in Hyderabad was launched to support AI-driven software development and the security of modern software built on open source and AI-generated code. Software supply-chain security is now a board-level risk issue. A GCC working on that layer contributes to the product’s trust foundation and development capacity at the same time.

The deep-tech examples make the shift clearer. MKS Instruments opened vacuum and photonics engineering laboratories at its Bengaluru GCC to support global R&D and engineering initiatives for vacuum and photonics technologies.

Vacuum systems and photonics sit close to semiconductor tools, optical systems, precision engineering, and advanced manufacturing. When that capability is built in Bengaluru, India becomes part of the company’s research and engineering architecture.

Zeiss tells a similar story from another end of the technology spectrum. Reuters reported that Carl Zeiss opened its first India GCC in Bengaluru to focus on cloud computing, cybersecurity, network operations, and software services for Carl Zeiss Meditec, while planning to double its India workforce to 5,000 within three years.

For a company whose business spans medical technology, microscopy, industrial metrology, optics, and semiconductor manufacturing technology, the GCC sits inside a much wider technical footprint.

These examples move the conversation away from a tired phrase like “innovation hub” and into actual work. Investment platforms, software supply-chain security, semiconductor-adjacent engineering labs, medical-technology software, cloud operations, and cybersecurity all carry product consequences. They accumulate learning over time and shape what the company can build, how fast it can improve, how securely it can operate, and how confidently it can scale.

The strongest centers are becoming places where product knowledge gathers. They carry technical context that grows more valuable with every release, every model, every lab, every incident, every customer signal, and every platform decision.

This is why India’s role is moving from talent supply to capability ownership. The work entering these centers increasingly sits close to the company’s future, and once that happens, the GCC stops feeling like a remote extension and becomes one of the places where the business learns how to build.

The Talent Story Is Becoming a Leadership Story

The next constraint on GCC growth will be whether companies can build the leadership layer that turns talent into enterprise capability. New centers are opening with sharper mandates, existing centers are moving into AI, platform, security, product, and research work, and global companies are asking India teams to sit closer to decisions that once stayed near headquarters.

The harder question is whether the people leading these centers are being given the authority, exposure, and organizational trust needed to make that shift real.

The hiring signals are worth reading carefully. Recent reporting on the GCC 2.0 operating playbook points to leaner, more selective centers, with newer GCCs starting smaller and companies becoming more careful about automatic backfills.

The signal matters because the market is thinking harder about which roles genuinely deserve hiring, which tasks can be redesigned, which layers can be supported by AI, and where a smaller team with deeper capability may create more value than a larger team built around automatic replacement.

This changes the job of a GCC leader. In the earlier version of the model, leadership could often be judged through stability, delivery, hiring pace, attrition control, and cost discipline. Those expectations remain, while the role now carries a wider enterprise mandate.

A GCC leader must be able to explain why a product platform, AI capability, security function, data team, or research responsibility should sit in India. They have to develop people who understand the enterprise deeply, communicate with headquarters confidently, and turn local capability into global trust.

The wider workforce data supports that direction. The World Economic Forum’s Future of Jobs Report 2025 lists analytical thinking, AI and big data, technological literacy, resilience, flexibility, leadership, and social influence among the skills expected to matter strongly through 2030.

For GCCs, the point is practical. A center can hire AI engineers and cloud specialists, but the real advantage comes when those specialists are led by people who can connect their work to risk, product, customer experience, regulation, and commercial priorities.

This is where India’s advantage becomes more interesting than scale. The country has produced a deep bench of engineering and technology talent, but the next GCC phase will depend on people who combine domain understanding with technical fluency.

A banking technologist who understands risk and digital experience, a healthcare data leader who understands patient sensitivity, a retail platform manager who understands inventory behavior, or an energy engineer who understands field reality carries a different kind of value. Such talent is formed through exposure to meaningful work, not through job titles alone.

Deloitte’s 2026 Global Human Capital Trends report argues that organizations need to embed learning, feedback, and support directly into the flow of work as AI changes how people adapt. That matters for GCCs because lateral hiring from the market is not enough to carry the whole burden. It has to become a place where people learn the enterprise while doing work that matters, where technical specialists gain domain judgment, and where India-based leaders build credibility through ownership.

Many companies will underestimate this leadership problem because talent supply is easier to discuss than authority. They will announce hiring targets, open offices, add AI roles, and speak about innovation while keeping the most important decisions elsewhere. That weakens the model. A GCC becomes a second operating core only when its leaders are trusted with enough context and decision rights to shape outcomes.

Geography Is Becoming a Strategy, Not a Footnote

The next phase of India’s GCC story will not be written only in Bengaluru, Hyderabad, Pune, Chennai, Mumbai, and NCR. These cities will remain anchors because they have depth, infrastructure, leadership supply, vendor ecosystems, airports, universities, and a long history of global delivery.

The more interesting movement is happening around the edges of that map, where companies are beginning to treat geography as a way to build resilience, reach different talent pools, manage attrition, and create capability clusters with a longer runway.

The Tier-2 conversation is easy to reduce to cheaper rent and salaries, which misses the more important point: companies are looking for more sustainable talent systems outside saturated metros.

CBRE’s 2025 analysis on emerging Indian GCC cities says Tier-1 hubs still dominate, while cities such as Coimbatore, Kochi, Ahmedabad, Indore, Jaipur, Chandigarh, Thiruvananthapuram, Vadodara, Nashik, and Bhubaneswar are gaining relevance because of improving infrastructure, expanding talent pools, cost advantages, and lower attrition pressure.

Coimbatore is a useful example because it has moved from being a regional industrial city to a serious technology and services location without losing its quieter operating character.

Its appeal sits in the combination of engineering colleges, manufacturing depth, a relatively stable workforce, lower cost pressure than the largest metros, and a professional base that can support technology, finance, engineering support, analytics, and operational roles. For companies building long-term centers, that mix can matter more than being in the most famous technology corridor.

Gujarat’s GIFT City shows the same logic with a different personality. It is not trying to become another Bengaluru. It is combining financial-services infrastructure, regulatory positioning, technology capability, and global enterprise appeal inside a planned district.

GIFT City’s MoU with ANSR Global Corporation to advance high-value GCCs inside the International Financial Services Centre shows how city-level institutions are designing ecosystems around specific kinds of global work.

Karnataka’s own policy direction tells the same story from the country’s strongest technology state. Bengaluru remains India’s most powerful tech hub, but the pressure on the city is obvious: traffic, cost, talent competition, infrastructure strain, and the sheer density of companies fighting for similar people.

Karnataka’s 2025-2030 IT-BT policy, valued at Rs 967 crore, aims to expand technology growth beyond Bengaluru into Tier-2 and Tier-3 cities through incentives around recruitment, skilling, telecom infrastructure, R&D, and talent relocation. The state is trying to protect its technology advantage by distributing it, not by assuming Bengaluru alone can carry the next decade.

This geographical shift also changes the meaning of resilience. In the older offshore map, companies often concentrated capability where hiring was easiest and the ecosystem was already mature. A multi-city GCC model lets a company think differently.

One city may carry platform engineering, another analytics or operations, another finance or legal capability, and another long-tenure support roles. The center becomes a network, with locations carrying different kinds of work and risk.

The Mid-Market Is Discovering the Heavy Model

The GCC story is usually told through the largest companies because their announcements are easier to see. The quieter change is that mid-sized global companies are now entering a model that once looked reserved for giants. They are doing it because the same pressures have reached them: digital products need constant improvement, customers expect better service, AI needs cleaner systems, and local hiring in the West is slow, expensive, and uneven.

The rise of mid-market GCCs matters because these firms often sit in an awkward middle. They are large enough to need serious technology, analytics, product, operations, and customer capability, while still lacking the internal depth of a multinational.

They may not have a full transformation office, a large engineering bench, or the budget to compete with the biggest employers in every local market. A GCC gives them a way to build a permanent capability base in India without carrying the full weight of a mega-center from day one.

Industry estimates cited by Everest Group say about 45% of India’s 1,760 GCCs are from the mid-market, defined as companies with turnover between $100 million and $5 billion, employing about 220,000 people.

ANSR expected more than 120 new mid-market GCCs to be set up by the following year and projected revenue from this segment to rise from $6.5 billion in 2024 to $7.5 billion to $7.8 billion in 2026. That shows the GCC model moving out of the enterprise elite and into companies that still feel every bad hiring decision, weak process, and failed technology bet quickly.

The Times of India separately reported that mid-sized GCCs were expected to add 40,000 jobs by the end of 2026, taking their total workforce beyond 260,000. These are leaner institutions being built by firms that want control, continuity, and access to skill without waiting years to grow every capability at home.

The attraction is easy to understand if you look at how mid-sized companies operate. A founder-led software company may need platform engineering while losing senior talent to larger firms becomes increasingly painful. A healthcare services business may need analytics and process technology while dealing with tight margins and regulatory pressure. For such firms, the GCC becomes a way to build institutional muscle they have been renting for too long.

The mid-market will become one of the most important tests of the GCC boom. If these firms build small but serious centers with clear charters, strong local leadership, and real links to global decision-making, the model becomes more democratic and more powerful.

If they treat the GCC as a cheaper way to hire under their own logo, the center inherits old offshore limitations with a heavier cost structure. The opportunity is real, but it asks for more maturity than the phrase “set up a GCC” usually suggests.

The Danger Is Building a Captive Vendor

The GCC model carries a strange risk. A company can spend heavily, hire under its own brand, build a polished office, appoint local leadership, and still recreate the distance it was trying to escape.

The center may sit inside the organization legally, financially, and operationally, while its real influence remains limited by the way headquarters treats it. In that situation, the GCC becomes a captive vendor: owned by the company, judged like a cost base, fed work from elsewhere, and kept away from the decisions that would make ownership meaningful.

Language often runs ahead of reality here. Every serious company now wants to describe its India center as strategic, product-led, AI-first, and integrated with the enterprise. The words are easy to adopt, but the operating truth is harder.

A center becomes strategic when its leaders have access to context, when local teams can influence priorities, when product and platform decisions are shared early enough to matter, and when the India organization is trusted with outcomes that carry consequence.

The maturity gap is already visible. Zinnov and nasscom’s India GCC Landscape Report 2026 identifies “Transformation Hub” as the highest maturity level for India GCCs, marked by end-to-end ownership, AI-led operations, product and platform responsibility, and CXO mandates from India, yet only about 5% of India GCCs fall into that category. The data separates the rhetoric of transformation from the number of centers that have reached that level of authority.

The next phase of GCC growth will be less forgiving. A center measured mainly on hiring volume, cost discipline, utilization, and ticket completion will behave accordingly, even if the corporate deck calls it an innovation hub. If headquarters keeps decision rights elsewhere, India-based teams will continue to optimize for delivery. The company may get efficient execution, but it will not get the strategic compounding that makes the heavier model worthwhile.

The GCC model is expensive in ways a spreadsheet rarely captures fully. It demands management attention, legal structure, brand commitment, hiring discipline, career architecture, leadership trust, and years of patience. If the center is used mainly as a cheaper internal supplier, the company carries the weight of ownership without getting the benefit of ownership. It has built a heavier version of the model which it thought it had outgrown.

The stronger GCCs will avoid this by being honest about the mandate from the beginning. Some centers may be built for operational excellence, and that is a legitimate role if the company names it clearly. Others may be built for product ownership, AI scale, R&D, cyber resilience, platform engineering, or global business leadership.

The problem begins when the label is grander than the authority. A modern GCC needs decision rights, leadership access, and enterprise trust to act like the second operating core the company claims to be building.

The Metrics Have to Catch Up with the Mandate

A GCC that carries product, data, AI, engineering, risk, and platform responsibility needs a different scorecard from older delivery centers. The measurement problem is becoming more serious because the mandate has changed faster than the language used to evaluate it.

Many companies still talk about GCCs through familiar numbers: cost saved, headcount added, roles filled, utilization, attrition, seat occupancy, and delivery dashboards. These numbers have their place, while the harder question is whether the center is making the enterprise stronger.

The shift is visible in how the Indian GCC ecosystem is being described by policymakers and industry observers. A Government of India brief drawing on the Economic Survey 2024-25 says GCCs have moved beyond traditional back-office roles to become strategic hubs for engineering R&D, especially in aerospace, defense, automobiles, semiconductors, and advanced manufacturing.

Once a center is involved in advanced engineering, product work, and sector-specific R&D, measuring it mainly through cost efficiency understates why it exists.

Many GCCs enter a dangerous middle phase. They receive heavier work from headquarters, but the scorecard remains built around delivery stability. They may be asked to innovate while leaders still report numbers that reward staffing scale and operational efficiency.

The enterprise says it wants ownership, but the measurement system keeps pulling the center back toward execution. Over time, teams optimize for visible activity because the harder value, better product decisions, faster platform improvement, stronger risk detection, or more reusable IP, is not being captured properly.

The value frame is already widening. Dun & Bradstreet’s report on the future of global capability centers describes India’s GCC ecosystem as a strategic, innovation-led, decision-making engine, which is closer to how mature enterprises should judge these centers.

A mature GCC should be measured by the value it creates, the capability it retains, the risk it reduces, and the speed or quality it adds to the enterprise. That can mean ownership of critical platforms or reusable IP, measurable product or revenue impact, stronger security or operational resilience, and faster release, defect-resolution, or decision cycles.

A GCC becomes strategically important when its ideas travel into the company’s systems, products, risk models, customer experience, or revenue engine. The metric has to follow the movement of value, not the performance of activity. If the business case is framed mainly around wage savings, the center will remain vulnerable to the next cheaper geography, the next automation tool, or the next internal budget cut.

The GCC Boom Will Not Kill the Services Market

The rise of GCCs is often read as a threat to outsourcing, and the logic seems obvious at first. If a company builds its own center in India, hires under its own brand, and moves technology, product, finance, data, and operations work inside that captive structure, the external provider appears to lose ground.

Some of that pressure is real. Traditional IT firms have already felt the drag from slower discretionary spending, automation-led productivity pressure, and clients rethinking how much work they want to keep up with vendors. The more interesting movement though is recomposition.

The GCC boom is creating a larger ecosystem around owned capability, and service providers are being pulled into that ecosystem in more specialized ways. Nasscom’s work on strategic partnerships between GCCs and service providers highlights the growing collaboration between owned centers and external partners, because even a captive center needs help with setup, operations, technology access, transformation, niche capability, and flexible capacity at different points in its maturity curve.

This makes sense when you consider what a GCC demands in practice. A company may want to own the mandate, the talent brand, the data environment, the decision rights, and the long-term capability.

It may still need help with entity setup, location strategy, leadership hiring, campus design, compliance, recruitment, payroll, local operations, transition planning, technology access, vendor management, and early delivery stabilization. The center may be captive in ownership, while many of the muscles around it are developed with outside support.

Mphasis’s 2025 analysis of GCCs and IT services argues that GCCs and service providers are increasingly collaborating amid global disruption, with the most likely long-term scenario being coexistence. That is an important correction to the usual fear that every GCC is a lost outsourcing account. In many cases, the GCC becomes an anchor around which a more sophisticated offshore provider ecosystem takes shape.

The GCC market is becoming more layered than the old captive-versus-outsourcing debate allowed. Some providers design and launch centers, some run build-operate-transfer models, some support hiring at scale, and some provide managed services around or inside the captive structure. Ownership and partnership are beginning to coexist inside the same model.

The reason is simple: even the strongest captive center will still need outside capability. A bank may own its risk platform in India while using providers for cloud migration, cybersecurity testing, or specialized regulatory technology.

A pharma company may build analytics and R&D depth while using partners for validation support or niche AI expertise. A retailer may own its digital commerce platform while using external teams for testing, localization, campaign operations, or infrastructure management. The captive center becomes the core, and the services ecosystem becomes the surrounding capability market.

This has consequences for the broader offshore market. A client with a mature GCC in India understands local talent markets, delivery rhythms, hiring constraints, technology capability, and the difference between real expertise and generic staffing language. For mid-sized companies, this hybrid reality is especially relevant.

Many will watch the GCC boom with interest but hesitate to build a full captive center immediately. They may start with a partner-led model, a small India office, an embedded remote team, a managed-services layer, or a build-operate-transfer route that gives them optionality. The GCC boom tells these firms that ownership, control, and capability design matter more than the label on the model.

India’s New Strategic Equity

The GCC boom is easy to describe through numbers, which is partly why it is so often misunderstood. More centers, more hiring, more office space, more companies entering India, more cities joining the map. All of that matters, but it leaves the deeper shift slightly out of focus. Global companies are beginning to use India as more than a place to absorb work. They are beginning to use India as a place to hold capability.

That is a different kind of bet. A company can outsource a process, hire a vendor, add a remote team, or buy a managed service when it needs speed, flexibility, or extra capacity. A GCC asks for something heavier. It asks the enterprise to place its own name, systems, leaders, data, platforms, product knowledge, and long-term accountability in another country. It is slower to build, harder to manage, and less forgiving when the mandate is unclear. Companies choose that model when the work has become important enough to own.

This is why India’s role is changing. The country remains a talent base, a cost advantage, a delivery powerhouse, and one of the most important labor markets in the global services economy. The more serious movement is happening above that layer.

India is becoming a place where companies build product memory, AI capability, platform control, engineering depth, risk intelligence, and leadership benches that shape the future of the enterprise. That is what strategic equity means here. The value created in India is increasingly measured by what the company can own, improve, and protect because the capability exists there.

This also explains why GCCs sit at the heaviest end of the global-work spectrum. They carry a different burden from outsourcing, remote staffing, EOR, managed services, or partner-led models. A well-built GCC gives a company control, continuity, institutional memory, and deeper ownership of work that matters. A poorly built one becomes an expensive internal vendor with better branding and weaker excuses while the mandate creates a strategic value.

The companies that get this right will resist the temptation to treat the GCC as a large India office with a more impressive label. They will ask harder questions from the beginning: what the center should be allowed to own, which leaders in India should sit close to global decisions, which platforms and AI systems should be built there for the long term, and which metrics prove that the center is making the enterprise stronger instead of merely busier.

The strongest GCCs will help global companies think, build, govern, and improve from India. They will carry enough authority to shape decisions, enough technical depth to build what matters, and enough continuity to keep learning as the company changes. That is the real meaning of the second operating core: a center of capability that allows the enterprise to place serious work where serious talent exists, while keeping that work inside its own system of ownership.