GCC insights & playbooks.
Field notes from the team that builds Global Capability Centers in India for scaling software companies — the models, the economics, the talent, and the build itself.
What Is a GCC?
A plain-language definition of a Global Capability Center — and how it's genuinely different from outsourcing.
Read article → GCC ModelsGCC vs Outsourcing vs Staff Aug vs BOT
The four operating models compared, and how to choose based on how much you ultimately want to own.
Read article → GCC ModelsBuild-Operate-Transfer (BOT), Explained
How the BOT model works, phase by phase — and how to keep the transfer from falling apart at the end.
Read article → EconomicsWhat a GCC in India Costs
A representative 10-person engineering pod, costed all-in: India versus the same team in the US.
Read article → PlaybookThe 90-Day GCC Build Playbook
From signed brief to a full engineering pod in about five weeks — the productized, repeatable sequence.
Read article → TalentHiring a GCC Site Leader
Why the site leader is the first hire that decides whether the pod compounds — or quietly stalls.
Read article → MarketWhy India Leads in AI Engineering Talent
Why India is the world's #1 AI-hiring market in 2026 — depth of supply, speed, and retention.
Read article → MarketFirst-Time GCC Builders
Why mid-market, first-time builders are the fastest-growing — and most under-served — segment.
Read article → ComplianceGCC Compliance in India
Transfer pricing, DPDP, FEMA and entity setup — the compliance layer first-timers fear, demystified.
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