ENABLEMENT · GCCs
AI for GCCs: Enablement, Training & Governance
AI for GCCs is enterprise AI enablement built for how a Global Capability Centre actually works: engineering teams that must adopt agentic tools credibly, governance that scales past a pilot, and leadership that answers to a global parent. India hosts 1,800+ GCCs employing about 1.9 million people, and 58% are already investing in agentic AI. I work with GCC teams as an engineer who ships production AI, on-site in GIFT City and across India.
Updated 2026-07-07
What you’ll learn
Agentic engineering enablement
Get engineering squads genuinely fluent in Claude Code, Cursor and Codex on your own repositories, with shared standards instead of ten personal styles.
Centre-of-excellence support
Help your AI CoE choose patterns, evaluate tools and set the platform direction, grounded in production experience rather than analyst decks.
Governance at scale
Usage policy, agent guardrails and review processes that satisfy a global parent without freezing delivery.
Leadership roadmap
A prioritised adoption plan for centre heads: which functions first, what to measure, and how to report progress upward.
Who it’s for
For capability centres moving past pilots.
- GIFT City and Ahmedabad GCCs building on LLMs
- Established centres in Bangalore, Hyderabad, Pune and NCR scaling GenAI
- New centres that want AI-native engineering culture from day one
FREQUENTLY ASKED
AI for GCCs: common questions
Why do GCCs need AI enablement specifically?
Because the mandate changed. With 83% of India GCCs scaling GenAI and 58% investing in agentic AI, centres are expected to lead enterprise AI rather than support it. That takes engineers fluent in agentic workflows, governance a parent company trusts, and a roadmap, which is exactly the enablement gap this covers.
Can you train large engineering batches?
Yes. Corporate sessions run in cohorts on your real repositories and stack, on-site or remote, and leave shared standards behind. Multi-session programs work best for centres rolling out across several squads.
Do you work with GCCs outside Gujarat?
Yes. I am based in Ahmedabad next to GIFT City and travel to Bangalore, Hyderabad, Pune, Mumbai and NCR for on-site work, with remote delivery in between.
Want this for yourself or your team?
A free 30-minute discovery call is the fastest way to scope the right program. Private 1:1 or corporate, remote across India and globally, on-site in Ahmedabad.