Oct 22, 2026
5 min read
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Establishing an overseas tech center requires more than just employing engineers and securing office space. Companies have to determine who will head the team, what functions it will have, how tasks will be evaluated. Also how closely it will function with headquarters. Such decisions will determine whether a GCC global capability center is a strategic business unit or a delivery operation.
If US companies are thinking of setting up a center in India. They should pay attention to the operating model in the initial planning stage. It impacts on hiring, investment, governance, technology ownership and ability to grow into new functions over time.
No single model is suitable for all organizations. The best option is dependent on business needs, internal capabilities, risk appetite and desire for control.
Leadership should concur on the reason for a center. Some companies want to augment the engineering team, while others seek to develop product expertise, boost their analytics skills, or create an innovation center.
The needs for different capabilities and leadership arrangements are required for these goals.
A feasible operating plan should determine which activities will be central, which will be in the headquarters and which are to be shared.
Common areas include:
Software engineering and product development
Data engineering and analytics
AI research and implementation
Quality assurance and automation
Cloud infrastructure and platform operations
Enterprise applications and internal technology
This initial scope helps determine the skills, leadership positions, and infrastructure required for launch.
A fully owned center allows the parent company to have full control over the recruitment, leadership, technology, delivery and long term strategy.
This type is ideal for companies that would like for the center to be a central hub of their worldwide operations. Furthermore, it provides more autonomy with regards to intellectual property, security policies, and engineering practices.
Some organisations start with an external technology partner to help to create teams, recruit people or facilitate initial delivery. The company can slowly assume more responsibilities as its local operations become more and more mature.
A GCC requires strong locally based leadership, capable of making decisions to address operational problems and working with headquarters. Even strong teams can fall into the trap of having to seek approval from far away for routine decisions when there's no accountability.
Companies should assign the ownership of hiring, budgets, delivery promises, architecture, security, and performance review.
A governance system should also outline the frequency of local leaders reporting to global leaders and decisions. That must be ratified by the global leader.
Numbers of developers, completed tickets or hours worked do not give us much information about the business value.
Examples of useful measures are release frequency, defect rates, deployment reliability, product adoption, engineering productivity, and the time needed to get new features to market.
Depending on the center's roles, the metrics used will vary. A product engineering GCC should be evaluated differently to a center that performs internal IT activities.
If a center's entire focus is on providing more developers, it may find it difficult to build strategic skills over time. Enterprise software development services can assist companies that have bigger software needs. That can be to lay the engineering groundwork for developing, integrating, maintaining, and scaling enterprise software.
The operating model should also include access to internal systems, testing procedures, development environments and documentation standards, as well as code ownership.
How engineering teams write code, test applications, document systems, and investigate technical problems is becoming different because of AI. AI-Augmented engineering teams can leverage AI solutions for these activities. That is as long as they have clear guidelines in place regarding the quality of the code, security, data management, and human checks.
Organizations need to determine which processes can leverage AI, how they will improve productivity, and who will be held responsible for the output of these processes.
These decisions are particularly crucial when the GCC will build their own products and/or have to process sensitive business information.
The purpose of the center should be reflected in the recruitment. For a delivery focused team, software developers, QA engineers and technical leads may be required initially. Product managers, architects, data specialists, and engineering managers may be additional roles. Which are required for a product-led center.
A GCC is often part of the parent company and may be responsible for product development, engineering strategy, analytics and innovation. Depending on the arrangement, an offshore development center can be even more narrowly focused in delivering specific projects.
The appropriate model will be based on the company's budget, level of control, business goals and local management skills. A fully owned center provides direct control, and a partner-led or hybrid model can guide businesses to build up their operations and internal capacity step by step.
Decisions prior to the hiring of the first team are crucial to a successful GCC. Businesses require understanding of who owns the center, who governs it, and who is responsible for technology. Also who is responsible for staff, and what they hope the center will provide.
CS Soft Solutions India Pvt. Ltd. can complement and help technology initiatives of any US business in India with their knowledge of software engineering and capability to offer scalable delivery. When these capabilities are tied to a well-defined operating model, it can help companies establish a center. That supports long-term business expansion, innovation, and operational resilience.