Build and scale your AI GCC in India.

An AI GCC is a Global Capability Center designed around AI, data and engineering capability as part of its core operating model. It combines specialist talent, data and AI platforms, production engineering, model and agent operations, governance and enterprise ownership inside a dedicated capability center, rather than treating AI as a separate innovation project bolted onto a delivery center.

A traditional GCC is designed around delivering defined work at scale, and is measured on capacity and cost. An AI GCC is designed around changing how that work is done. Data engineering and model or agent operations are core roles rather than support roles, AI infrastructure is part of the design, and governance has to cover models and agents as well as software.

India offers depth across the specific disciplines an AI GCC needs together in one place: AI and machine learning engineering, data engineering, MLOps and platform work, plus the broader software engineering around them. That depth, combined with an established GCC operating environment and workable overlap with US and European hours, is why most global companies evaluate India first for AI capability centers.

An AI Micro GCC is a small, dedicated India AI engineering capability that starts with one focused team instead of a full center. It gives you a validated team, your own IP and a working operating model without the overhead of a large traditional GCC, and it is designed so the same structure can expand into a full AI GCC when the business case supports it.

It depends on the roles, seniority mix, headcount and city, so a single figure is misleading. The GCC Cost Calculator models those variables and returns a fully loaded monthly and annual operating estimate, including the employer costs that salary benchmarks usually leave out. Use it to size a first team or to build the cost case for a full center.

Yes. Starting with an AI Micro GCC or a single AI delivery team is a common entry point. The point of starting small is to validate the model, the roles and the working rhythm before committing to a larger structure. Designing the operating model properly at the start is what makes the later expansion an extension rather than a rebuild.

Yes, through a Build-Operate-Transfer path. NeoIntelli can build and operate the center first, then progressively transfer employment, systems, governance and leadership to your own India entity once agreed readiness conditions are met. Not every company wants captive ownership, so the path is optional, but a managed start should never close it off.