Companies of many sizes now consider India capability teams, not only the largest enterprises. Smaller Nano and Micro GCC models, combined with practical AI adoption, let a company build a dedicated team with controlled risk.
Why smaller models are getting attention
A Nano GCC (typically 1–20 people) or Micro GCC (typically 20–50 people) lets a company build a dedicated, governed team without the overhead of a large centre. The team can run on your own Indian entity payroll or on managed payroll/EOR, and a Build-Operate-Transfer (BOT) pathway can move ownership to you at agreed milestones.
Design principles that hold up
- Dedicated scope: define the functions, outputs and reporting lines before hiring
- Governance from day one: decision rights, risk register, management reporting and a transfer plan
- Right location: choose the city on talent depth, cost, leadership availability and function fit, not habit
- Flexible employment structure: start on EOR or your entity, depending on timeline and commitment
Making teams AI-enabled
AI adoption works best when it is tied to specific workflows. Identify use cases in finance, operations, engineering, HR or compliance; confirm the data is clean, accessible and governed; keep humans in the loop where decisions carry risk; and track outcomes such as cycle time, error rates and knowledge access speed — not just the number of tools deployed.
Data and governance basics
- Inventory AI tools and classify their risk
- Set rules on what data can be sent to external AI services
- Account for India's data protection law when personal data is involved (see our regulatory update on the DPDP Rules)
- Review vendor security and data-handling practices
Plan the route to ownership
Decide early whether the team will stay on managed payroll, move to your entity, or transfer through a BOT pathway. Documenting processes, vendor relationships and controls from the start makes any later transfer smoother.
Advisory note: Team models, AI use and data obligations depend on your function, sector and structure. This article is for general information only. Legal, tax and regulatory conclusions require qualified professional review.
Advisory note: This article is for general information and awareness purposes only. Inaac Advisors provides advisory and execution support — not legal, tax, or regulatory opinions. Legal, tax, immigration and regulatory conclusions require qualified professional review.
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