Been reading up on how Global Capability Centers in India have evolved, and it's a pretty different picture from the "outsourcing" stereotype most devs still have.
Some things that stood out from an engineering perspective:
- Architecture work is real and current — teams are actively running microservices/serverless patterns for uptime, and modern stacks (MERN, JAMstack, .NET for enterprise banking) rather than legacy maintenance work.
- Agentic AI is not hype here — 58% of centers already have agentic systems live for things like compliance document parsing and automated support ticket handling, with another 29% planning to scale in the next year.
- Security work is heavyweight — zero-trust architecture, AES-256 encryption for healthcare data, regular penetration testing. This isn't junior-dev support work.
- Domain specialization is a real thing now: Bengaluru skews AI/advanced tech, Hyderabad skews healthcare/product engineering, Pune skews automotive/fintech, Chennai skews industrial/mechanical.
- Sovereign cloud is becoming a big deal — companies are increasingly running local infrastructure to keep data within India's borders instead of relying on international cloud, projected to be a $315B+ market locally by end of 2026. If you're a dev evaluating GCC roles, worth asking in interviews whether the team owns full release cycles or is still doing vendor-style ticket work — that distinction seems to matter a lot for actual technical ownership and career growth.
Full piece: https://theintechgroup.com/blog/how-gcc-innovation-india-drives-digital-transformation/
Curious if anyone here works at a captive GCC vs a BPM/outsourcing shop — how different is the day-to-day really?
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