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A GCC can save money. But that is probably the least interesting thing it can do.

The real opportunity is in building a global capability that can engineer products, speed up AI adoption, untangle hard technology issues, own critical platforms, and create know-how that the broader organization can scale. India has become a powerful destination for this shift, but getting the value right depends on choices made long before the first employee shows up. For leaders thinking about how to set up a GCC in India, the challenge isn’t just standing up an entity. It’s figuring out what the GCC should become, what it should own, and how it should generate value you can actually measure.

In this blog, we dig into the whole strategy, operating model, where it sits, the talent, technology choices, cost angles, and some practical moves you can actually do when setting up a GCC made for long-term growth.

Understanding GCCs: Purpose, Scope and Strategic Role

Global Capability Center (GCC)

It is a specific center set up by any organization for the creation and management of its capabilities that help the organization operate globally. The modern GCC not only supports but does more than just deliver; it involves special people, technologies, and knowledge in the field.

A GCC can:

Build: Products, platforms, and digital solutions for teams around the world.

Develop: Expertise in areas such as AI, cloud, data, cybersecurity, and engineering.

Innovate: Experiment with the latest technologies and innovations in problem-solving.

Own: Core platforms, processes, and capabilities that demand deep expertise over time.

Scale: Scaling proven capabilities to other parts of the business.

It is in this sense that the true strategic purpose of a GCC will be determined by what it owns and delivers, rather than how many people it employs and what functions it houses.

Why India? The Strategic Case for Building a GCC

India’s GCC edge is not only about having skilled people or cheaper operations. If a company wants to build a Global Capability Center in India. It is about having strong tech know-how, experts in specific areas, and a local environment that can handle tougher work over time.

Technology talent at scale: Availability of engineering, cloud, cybersecurity, data, and AI talent aids in technology mandates.

Specialized capabilities: Companies can develop specialized capabilities in emerging technologies, product engineering, and domain expertise.

Mature technology ecosystem: The presence of startups, universities, technology companies, and professionals enables the development of a robust ecosystem.

Favorable economics: India can provide favorable economics because of capabilities in scale.

Strategic capabilities: Mature GCCs can move from execution mandate to product, platform, AI, R&D, and global ownership mandates.

This makes India an ultimate choice for the setting up of Global Capability Centers, especially where the intent is to establish a strategic capability base rather than a delivery base alone.

Building a GCC in India: 8 Steps That Matter

Setting up a GCC is not just about creating an entity, hiring people, and then starting to operate. Many decisions made before the launch shape what the center can own, how fast it can grow, and how well it can contribute to the wider organization. Getting how to set up a GCC in India is not just one linear thing. One should start from the business strategy, then trickle it into capabilities, operating structure, location, technology, talent, and governance.

Step 1: Define the GCC Strategy and Objectives

Start with the why, not the headcount.

Leadership must first understand what kind of business outcomes the GCC needs to achieve when deciding how to set up a GCC in India.

The strategy should establish:

Purpose: Why does the organization decide to set up the GCC in the first place?

Scope: What functions and capabilities will the GCC own?

Business Outcomes: What measurable kind of benefit should show up, not just “better,” but something you can count?

Ownership: Which responsibilities will sit with the GCC, which will remain at headquarters, and who will own them day to day?

Growth Vision: How should that center mature over the next three to five years, in terms of direction and pace?

Success metrics: How will performance be checked and how the business impact will be tracked, so we know it’s working?

At this stage, a clear charter helps stop the GCC turning into multiple disconnected teams, like nobody quite knowing who’s doing what. It also gives a bit of a framework for the next decisions, around talent investment and technology, so that choices don’t feel random later on.

Step 2: Identify the Capabilities the GCC Should Build

Once the strategic intent is clear, you need to figure out what the GCC should really have ownership over. Not just move existing work to India, but really look at where the center can generate the most strategic and practical value. Depending on the organization, it might mean product engineering, cloud and DevOps, cybersecurity, data and AI, enterprise apps, quality engineering, R&D, or some specific business functions, picked carefully.

A practical capability assessment should consider the following:

Strategic importance + Talent availability + Business impact + Scalability + Long-term ownership

The outcome should become a capability roadmap that separates launch abilities from those that can be brought in as the center matures.

Step 3: Choose the Right Operating Model

Choosing the right operating model is a critical piece of the overall process of how you set up a GCC in India. It should reflect the company’s control level, the speed, the actual investment capacity, and longer-term ownership.

A first-time GCC entrant might emphasize speed and quick access to nearby know-how, but a bigger enterprise that already has a presence in India may want more internal ownership from the start.

Step 4: Select the Right Location

Location must follow the capability requirements, not the other way around.

India has a number of well-known GCC hubs, like Bengaluru, Hyderabad, Chennai, Pune, Mumbai and Delhi NCR, and several up-and-coming places. The best decision really depends on the organization’s talent pool as well as its business needs.

Key evaluation criteria include:

→ Availability of required skills

→ Talent competition and attrition

→ Compensation levels

→ Technology ecosystem

→ Infrastructure and connectivity

→ Office availability

→ Business continuity

→ Local incentives and regulatory environment

→ Potential for future expansion

For instance, a center that is highly concentrated on advanced engineering or artificial intelligence would look for technology expertise more than a general operational center.

What we are trying to find is not necessarily the “best GCC city,” but rather the right fit for the capabilities that we are building.

Step 5: Establish the Legal and Compliance Foundation

Understanding how to set up a GCC in India also means handling these things at the planning stage first, not only when the facility starts its operations.

The following considerations might be relevant to planning according to the nature and structure of the organization.

These issues need to be resolved at the planning stage, and not once the facility begins its operations. The right form and all compliance issues will differ depending on the company, so legal and tax professionals must be included in the planning stage of the business.

The goal is quite simple: to establish a compliant operational base without regulatory issues hindering future development.

Step 6: Build the Technology and Infrastructure Foundation

A technology-led GCC needs more than day-to-day operations. It has to support the skills and services the group wants to grow.

The technology foundation may include:

→ Secure network and connectivity

→ Cloud infrastructure

→ Identity and access management

→ Cybersecurity controls

→ Development and collaboration environments

→ Data platforms

→ CI/CD and DevOps

→ Monitoring and observability

→ Backup and business continuity

Decisions like this should match the GCC capability roadmap. If you build systems without thinking about what comes next, you may end up with extra work. If you put too little in early, teams can get boxed in later as they expand.

Step 7: Hire Leadership and Core Teams

When you plan how to set up a GCC in India, recruitment should be done in stages, not just all at once. If you try a one-time hiring push, you might miss the bigger picture.

First, the initial leaders should take clear control of tech, day-to-day business work, staffing, and governance. Then a small set of key specialists can set the basic architecture, the ways of working, and how delivery will run.

The goal early on is to build the right setup. It is not just about hitting a fixed number. Those first hires should help form the culture and routines that later groups will follow.

Step 8: Establish Governance and Launch Operations

A GCC needs clear accountability from day one.

Before launch, define:

→ Decision rights between headquarters and the GCC

→ Reporting and escalation structures

→ Performance metrics

→ Budget ownership

→ Architecture and security governance

→ Talent and workforce processes

→ Business review mechanisms

→ Knowledge-transfer responsibilities

This is also the point where the GCC link to the wider enterprise has to be clear in day-to-day work. Each team needs to know what it owns, how choices get made, and how its results tie back to company goals.

A good GCC setup process in India should work in a steady order. It starts with the initial strategy, then moves to what the center must be able to do. After that, it covers the work model, the place to set up, the legal and compliance steps, the tech stack, staffing, and the rules for how it runs.

The aim is not just to open a global capability center in India. The aim is to put a solid base in place. From there, the center can take on more work, build fresh skills, and add more value for the larger group over time.

Build, Partner, or Hybrid? Choosing the Right GCC Model

Every company needs a different operating model. What matters most will depend on the degree of control required, how quickly a center is to be established, the existing capacity within the organization, and the GCC environment in which the GCC operates. The GCC strategy should thus shape the operating model and not vice versa.

1. Build & Operate: Maximum Ownership from Day One

Best suited when:

The organization has already secured the personnel to lead, the finance to execute, and the expertise on the ground to establish the GCC and operate it. If the organization chooses this option, it will be responsible for performing all of the hiring, obtaining necessary resources, establishing workflows, creating rules for making decisions, and carrying out day-to-day activities.

This option works best when it is clear what the organization wants from the GCC and whether it has the competence to create the competencies internally.

Trade-off: More control means more responsibility.

2. Partner-Assisted: Bring in Expertise Where You Need It

The partner-assisted approach is justified where there is a desire to maintain ownership, but there is no intention to develop all capabilities within the organization.

A partner can support areas such as:

→ Entity and compliance setup

→ Talent acquisition

→ Infrastructure and workplace readiness

→ Initial operational processes

→ Specialized technology capabilities

Why consider it?

It helps the organization to speed up while developing its capabilities and expertise.

3. Managed: When Speed Takes Priority

Suppose that it is more important to operate the center sooner rather than to control internal processes entirely.

In this case, an organization partners with an external company that undertakes numerous functions but lets the client firm define strategies and outcomes.

This is particularly effective when:

→ The organization is moving into India for the first time.

→ Local knowledge is scarce.

→ The initial project must quickly be set up.

→ The company needs time for its staff to build the competencies to run the given unit on their own.

The key point is to make sure that the arrangement does not lead to long-term dependence on the party with respect to which the organization wishes to have more ownership later.

Build Operate Transfer GCC: Start With Support, End With Ownership

This model is structured around a plan for transitions.

Initially, the partner sets up and runs the center, ensuring that people, processes, and infrastructure are in place. When the GCC reaches the appropriate maturity level, the responsibility is passed on to the organization.

This can be seen as follows:

Build → Operate → Support → Transfer → Own

This general approach is useful for organizations that want to have ownership of the center in the long run but still require external expertise and support at early stages.

Also Read: AI Chatbot Development Services for E-commerce

Hybrid: Different Needs, Different Approaches

A GCC is not required to use a single model for all its functions.

Taking an example, a company may choose to keep ownership of core engineering competencies in-house while outsourcing selected operations to other players in the market.

Advantage: Flexibility

Challenge: Responsibilities need to be clear since, without being clear as to where the responsibility lies, a hybrid system may lead to duplication of functions and decisions as well as accountability problems.

So the question is, which model is correct?

Rather than asking which GCC operational model is the best, start by asking which model fits your situation best.

Consider:

→ Control: How much to keep in-house?

→ Speed: How fast should the center ramp up?

→ Readiness: What abilities are already present?

→ Investment: What is the organization’s ability to take on investments?

→ Future ownership: What stake should the GCC have in the future?

Note that the answer can change over time, as a company may start with some of it done externally while gradually moving towards a more in-house model when governance, skill sets, and operating capabilities mature.

This is why the operating model has to be treated as a strategic choice rather than merely a setup process. There is no standard method for how to set up a GCC in India that seems perfect for every organization.

GCC Setup Cost in India: What Should You Budget For?

For organizations figuring out how to set up a GCC in India, the investment at the beginning depends on what the center is expected to do. The cost of setup is determined by factors like the scope of the center’s activities, the expected timeline for its launch, the location chosen, and the level of insourcing planned. A budget for a GCC must cover both initial setup costs and ongoing capability building expenses.

What Goes Into the Initial GCC Investment?

The initial stage usually consists of many cost elements.

Legal and professional setup: Company formation, registrations, tax procedures, compliance, and legal advisory services.

Workspace and facilities: Office premises, refitting, furniture, connections, and workplace technology.

Technological infrastructure: Hardware, software, cloud services, cybersecurity, and link to the parent company systems.

Talent Acquisition: Recruitment, hiring management positions, onboarding, and training.

Operational setup: Human resource management, finance, payroll, administration, and governance.

The proportions of the respective costs will be different depending on the mandate and scale of the GCC.

What Drives the Cost Up or Down?

What drives Global Capability Center costs may not always be universal across all companies. Team size and composition do matter, especially if a company needs dedicated engineers, AI, data, or cybersecurity professionals to operate its technology centers.

City location plays a role too. Pay scale, real estate costs, and access to specialized labor differ from city to city. Even the chosen operational model can affect the capital allocation structure, especially in the case of partnering with external companies.

Another factor to consider is the rate at which the process occurs. Speedy recruitment, quicker infrastructure deployment, or quick workplace preparation might mean higher expenses for a shorter period of time.

Don’t Budget Only for the Setup

A GCC will have costs to pay once it becomes operational. Expenses include payment for salaries and benefits, facilities, technology, security, recruitment, training, governance, and professional services.

This means that organizations need to differentiate between initial GCC setup costs in India and ongoing operating and scaling costs. A GCC needing to expand its capabilities will require more investment as its mandate grows.

Rather than just depending on one benchmark from one industry, the estimate can be from three scenarios.

Lean: Small team in initial stage and restricted scope of capability.

Planned: Formation of necessary capabilities, infrastructure, and governance to ensure steady growth.

Accelerated: Quick hiring and extension of capability usage.

The final budget must involve GCC’s mandate, number of employees, capability, location, operating model, and technology requirements with its expected growth. This helps leadership understand approximate bounds of investment and see the financial commitment needed besides the launch.

How to Reduce GCC Setup and Operating Costs

Efficient cost management should never translate into developing a smaller GCC in India. Efficient cost management should rather make sure that each investment works efficiently while retaining the needed capabilities of the company.

Investments in phases: Develop more capabilities and infrastructure when the need for these becomes clear rather than investing all at once.

Standardization when applicable: Use already tested technologies and practices.

Automate regular tasks: Minimize repetitive operational burden and allow teams to focus on more valuable tasks.

Utilization monitoring: Periodically monitor technology, workplace, and other resources to discover underutilized investments.

Constant value measurement: Measure investments based on productivity, competence creation, impact on the business, and scalability, and not just on costs.

The objective is to build a lean operation platform that can scale with the GCC without sacrificing its capacity to take on strategic roles.

Also Read: Salesforce Managed Services: A Complete Guide for Growing Businesses

GCC Setup Challenges: What Can Go Wrong?

Even when organizations understand how to set up a GCC in India, the center can lose momentum if those early decisions aren’t aligned with the long-term role, especially if there’s no clear agreement from the beginning. A number of common pitfalls arise not during the execution stage, but because of the absence of certain ground rules or plans.

Starting without a mandate: If the scope of the work is too vague, having clear priorities will be difficult.

Recruiting before the capacity to do the job has been determined: Those who recruit staff too early may end up facing skill shortages or duplicating jobs.

Seeing the GCC merely as a cost center: The absence of a profit center mentality prevents the GCC from exercising control over the strategic functions.

Having weak global integration: If the GCC and the head office do not communicate effectively, it is hard to make decisions, while the operation will be inefficient.

Scaling up too fast: Expansion initiatives undertaken before processes have matured may cause operational problems.

To avoid such situations, businesses should prioritize clearly, have accountability, and use a gradual approach from the outset.

From Technology Delivery to Strategic Capability: Building a GCC

A technology-oriented GCC should not be designed only for the purpose of increasing the volume of delivery. The main advantage is that technology is seen as the basis for ownership and innovation in the business.

The development of the GCC happens in three stages:

Stage 1: Deliver

At this stage, reliable engineering and technology capabilities should be implemented as part of the organization, integrating them into the existing systems, standards, and working methods.

Stage 2: Enable

Once the basis is created, the teams can create reusable platforms, automate processes, and create stronger data capabilities that are flexible enough to allow various business units to be part of the process.

Stage 3: Own

Once the company has gained capabilities, it can gain control over platforms, products, technological decisions, and innovations that can be applied globally.

The outcome is a technology-oriented GCC that does not act only as a layer for execution. It generates reusable capabilities, accelerates innovation, and provides the global company with stronger technology ownership.

From Strategy to Scale: How a GCC Partner Adds Value

Building a GCC often requires expertise that spans multiple disciplines, especially if the organization is starting its first center or expanding into new capabilities.

Partnering with an expert can help overcome the limitations of internal teams in terms of experience, capacity, and execution.

Strategy

Make the connection between business goals and the implemented road map for GCC with well-defined priorities and measurable results.

Technology and Capability Building

Leverage specialized expertise to create or enhance engineering, digital, data, and emerging technology capabilities.

Talent and Leadership

Help obtain specialized skills and structure required for development of the center.

Operational Enablement

Establish processes, governance, and collaboration mechanisms that are required for the GCC to be able to work efficiently with the global teams.

Continuous Evolution

When the priorities change, the partner can help the organization adopt new capabilities or technologies without having to create this expertise.

The Next Step: Building a GCC for Growth

The effectiveness of a Global Capability Center in India must be measured by the capabilities that are built, the challenges that are resolved, and the value delivered to its parent business.

That is what makes the GCC planning process a strategic management task instead of just a geographical or recruitment process. Knowing how to build a GCC in India with the right positioning, model, and technologies in place makes it possible to create a center that will be functioning in a more strategic capacity when it develops.

Quarks works with organizations looking to build and scale technology-driven global capabilities in India. If you are planning your GCC, talk to Quarks about building a center designed for where your business is going next.

Frequently Asked Questions

1. How much does it cost to set up a GCC in India?

There is no fixed cost to set up a GCC in India. The investment varies depending upon parameters such as team size, its capabilities, location, and technology required. The GCC operating cost also depends on these factors and may be very different depending on the unique needs of the organization; they must form an estimate based on their unique requirements rather than depending on a standard number.

2. How long does it take to set up a GCC in India?

It varies as per the size of the GCC, its location, the business model of the GCC, and the kind of infrastructure required. Smaller GCCs are faster to build as compared to the bigger and more complicated ones. Specifying the GCC need at the start will prevent any delays.

3. Which companies are setting up GCCs in India?

These organizations include technology, finance, health care, manufacturing, retail companies. Many companies use GCCs not only for standard support operations but also for product creation, AI, data, cloud, cybersecurity, and R&D.

4. Which GCC operating model is best?

There is no single best GCC operating model. Each of the built, partner-assisted, managed, build-operate-transfer, and hybrid models has its own fit for different business cases. The best option is determined by the desired level of control by the organization, its internal readiness level, etc.

5. What is the difference between a GCC and outsourcing?

A GCC is an extension of a company that is owned and operated by the company itself, whereas outsourcing involves hiring an external third-party company to perform specific business functions or services.