How to Set Up a GCC in India:
Complete Guide for Foreign Companies

How to set up a GCC in India is no longer just a cost question. Global companies are coming to India for AI, engineering, R&D, data and innovation.

With 2,100+ GCCs already operating across the country, India has become a serious global capability hub. But setting one up takes more than an office and a hiring plan—it needs the right strategy, technology and execution.

Why Are Foreign Companies Setting Up GCC in India?

The strongest reason is no longer simply lower operating costs.

India combines a large technology workforce, established IT infrastructure, mature business ecosystems and specialised talent across engineering, finance, analytics and emerging technologies.

1. Access to a Large Technology Talent Pool

India has a deep workforce across software engineering, cloud, data, AI, cybersecurity, finance and other specialised disciplines.

For companies building long-term capability rather than temporary outsourcing teams, this creates a larger recruitment base.

2. Strong Technology Ecosystem

India already has mature ecosystems around software development, cloud computing, enterprise technology, data platforms and AI.

This means a foreign company does not have to build its entire technology environment from scratch.

3. Growing AI and R&D Capabilities

The Indian GCC model is increasingly moving toward AI, product development, engineering and innovation.

Recent industry research shows GCCs moving from execution-oriented operations toward ownership of products, platforms and advanced technology mandates.

4. Operating Cost Advantage

Cost remains relevant, but it should not be the only reason to establish a GCC.

A more sustainable approach is to compare the total value created per employee rather than simply comparing salary costs between countries.

GCC in India: Current Landscape

How Many GCCs Are in India?

2100+

GCC Centers

2117

Active GCCs

1950

Expanded Last Quarter

2.36M

People Employed

how to set up a GCC in India

List of GCC in India: Which Companies Are Present?

There is no single universally maintained list of GCC in India, because different research firms use different definitions and datasets.

However, India's GCC ecosystem includes global companies across technology, financial services, healthcare, manufacturing, automotive, retail, professional services and other industries.

For a company researching a GCC in India list, it is more useful to study the type of work being performed than simply collect company names.

For example, modern GCC mandates can include:

Capability Typical GCC Functions
Engineering
Software, product engineering, platform development
AI & Data
AI/ML, data engineering, analytics
R&D
Product research, engineering research
BFSI
Risk, finance, technology, analytics
Healthcare
Research, technology, operations
Manufacturing
Engineering, digital operations, automation
Cybersecurity
Security operations, threat intelligence
Enterprise Functions
Finance, HR, procurement, legal support

Where Should You Set Up a GCC in India?

Location selection is one of the most important decisions in the entire process.

There is no universally "best" GCC city. The right choice depends on talent requirements, business function, operating cost, customer proximity, infrastructure and long-term expansion plans.

Bengaluru

Bengaluru remains India's largest GCC market. More than 900 GCC units and accounts for roughly 34–39% of overall GCC activity.

Best suited for:
– Technology
– AI and software
– Product engineering
– R&D
– Deep technology

Hyderabad

Hyderabad has developed a strong GCC ecosystem, particularly across healthcare, biotechnology, pharma, technology and analytics.

Best suited for:
– Healthcare
– Life sciences
– Pharmaceuticals
– Technology
– Analytics

Pune

Pune is particularly relevant for companies looking for engineering, manufacturing, automotive, BFSI and technology capabilities.
JLL estimates Pune has accounted for approximately 15–20% of national GCC activity over recent years.
For foreign companies looking for engineering & tech talent without limiting themselves to the traditional model, Pune can be a strong option.

Chennai

Chennai has developed significant strength in manufacturing, automotive, engineering research and technology.

Best suited for:
– Automotive
– Manufacturing
– Engineering
– BFSI
– IT services

Delhi NCR

Delhi NCR has developed into a diversified corporate-services GCC destination with strengths across IT, BFSI, consulting, retail, healthcare and other sectors.

Mumbai

Mumbai's strength is particularly relevant to financial services and organisations that require proximity to India's commercial and financial ecosystem.

Tier-II Cities

The next stage of GCC expansion is not limited to India's traditional technology hubs.

Cities including Ahmedabad, Jaipur, Kochi, Coimbatore, Mysuru, Nashik and Nagpur are increasingly being considered as part of multi-city GCC strategies.

JLL reports that Tier-II markets can offer approximately 10–35% cost savings while providing access to additional talent pools.

How to Set Up a GCC in India: Step-by-Step Process

Setting up a GCC should be treated as a business transformation project rather than a simple incorporation exercise

Before selecting a city or hiring anyone, define what the centre is expected to own.

Ask:

– What functions will move to India?

– Will the GCC provide support or own complete processes?

– Will it perform R&D?

– Will it develop products?

– Will it manage AI and data initiatives?

– How many employees are expected in three years?

– What KPIs will determine success?

A GCC built only around headcount can quickly become another cost centre.

A GCC built around capability ownership has a much stronger long-term case.

A foreign company can evaluate different structures depending on its activities, regulatory requirements and commercial objectives.

Common options may include:

Wholly Owned Subsidiary

A foreign parent establishes an Indian company that operates as its subsidiary.

This can provide greater control and is commonly considered for long-term GCC operations.

Branch Office

A branch can be appropriate for certain permitted activities, subject to applicable RBI/FEMA requirements.

RBI regulations provide for specified activities for branch offices, including IT and software development services and certain research-related activities.

Liaison Office

A liaison office has a much narrower role and generally functions as a communication and representation channel rather than a full operating GCC.

The appropriate structure depends heavily on the foreign company's industry, functions, revenue model and intended activities. Legal and tax advisors should therefore be involved before incorporation.

Foreign investment into India is governed by the country's FDI framework.

India generally permits up to 100% FDI through the automatic route in many sectors, subject to applicable sectoral rules, laws and conditions.

However, companies should not assume that every GCC activity automatically receives identical treatment.

The setup team should evaluate:

– FDI eligibility

– Sector-specific conditions

– FEMA requirements

– RBI reporting

– Corporate registrations

– Tax registrations

– GST implications

– Employment requirements

– Data protection obligations

– Industry-specific regulations

This is one area where professional legal and tax advice is not optional.

The office decision should follow the talent strategy, not the other way around.

Consider:

– Availability of specialised talent

– Salary levels

– Employee retention

– Airport connectivity

– Office infrastructure

– Data centre and cloud ecosystem

– Existing vendor ecosystem

– Business continuity

– Government incentives

– Future expansion capacity

A multi-city model can also reduce concentration risk and improve business continuity.

A technology-heavy GCC needs a proper architecture from the beginning.

This can include:

– Cloud infrastructure

– Cybersecurity

– Identity and access management

– Collaboration tools

– DevOps

For an AI-led GCC, the technology roadmap should also define how AI will be developed, deployed, monitored and governed.

This is where capabilities such as OCR, document intelligence, computer vision, generative AI, data engineering and workflow automation can become practical components of the GCC rather than isolated technology experiments.

Hiring 50 people is not the same as building a GCC.

Talent strategy should also consider succession planning, employee retention and internal career progression.

The current market is already showing a growing demand for specialised AI and engineering skills. Recent industry reporting has highlighted talent shortages as one of the biggest constraints on India's next phase of GCC expansion.

A GCC handles sensitive company information, intellectual property and potentially customer data. The exact requirements depend on the GCC's activities and parent-company jurisdiction.

A foreign company does not necessarily need to launch a 500-person GCC on day one.

A phased model is often more practical:

Phase 1: Strategy and setup
Phase 2: Core team and pilot functions
Phase 3: Process expansion
Phase 4: Technology and R&D ownership
Phase 5: Global capability leadership

This makes it easier to test the operating model before making major long-term commitments.

How Much Does It Cost to Set Up a GCC in India?

There is no reliable single answer to the question of GCC setup cost.

Anyone giving a universal number without understanding the company's requirements is oversimplifying the problem.

The total investment depends on:

A 50-person AI engineering centre and a 500-person global finance GCC will have completely different cost structures.

For this reason, foreign companies should build a three-to-five-year GCC business case, rather than evaluating the project solely on first-year operating costs.

Upcoming GCC in India: What Foreign Companies Should Watch

The next wave of GCC expansion is likely to be shaped by four factors:

1. AI and Advanced Engineering

AI, machine learning, data engineering, robotics and advanced software engineering are likely to remain major capability areas.

2. Industry-Specific GCCs

Instead of generic technology centres, companies are building specialised hubs around healthcare, BFSI, manufacturing, semiconductors and life sciences.

3. State-Level Incentives

Indian states are increasingly competing to attract GCC investment. For example, Maharashtra's 2025 GCC policy aims to attract around 400 new GCCs 

4. Distributed GCC Models

Companies may increasingly combine a primary metro location with secondary cities to balance talent, cost and resilience.

GCC-as-a-Service: An Alternative to Building Everything Internally

Not every foreign company wants to spend months building a GCC capability from the ground up.

This is where a GCC-as-a-Service model can make sense.

Instead of forcing the parent company to independently manage every technology, talent and operational layer, a specialised partner can support the GCC journey across:

– GCC strategy

– Technology planning

– AI implementation

– Data engineering

– Automation

– Software development

– Talent enablement

– Infrastructure

– Process optimisation

– Ongoing technology support

The model is particularly useful for companies that want to enter India faster but still want the GCC to evolve into a strategic technology centre.

The goal should not be to create dependency on the service provider. The goal should be to help the foreign company establish a scalable capability that can eventually operate as a mature extension of its global organisation.

Why AI India Innovations for GCC-as-a-Service?

For a technology-focused GCC, choosing the right technology partner can be as important as choosing the right city.

AI India Innovations is a Pune-based AI solutions company focused on building customised AI and data solutions for global enterprises. Its capabilities span Generative AI, Agentic AI, computer vision, data engineering, Speech AI, intelligent automation and other enterprise AI applications.

AI India Innovations already develops structured OCR and document-AI solutions, including applications for extracting information from engineering documents and invoices.

For a foreign company entering India, this means the GCC does not have to start with a blank technology roadmap.

how to set up a GCC in India

GCC in India: Way Ahead

India can give your company the talent, technology and scale to build a truly global capability centre.

At AI India Innovations, we help foreign companies turn their India GCC vision into technology-driven capabilities through AI, Data Engineering, Automation, Computer Vision, OCR and Generative AI solutions

AI India Innovations

Planning a GCC in India? Let’s talk.

Niraj P Lunavat
Founder & CEO, AI India Innovations

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Discuss your GCC, AI or technology requirements with our team.