Blog · 6 min read

Skills Architecture for the Next Decade of GCCs

By Anupam Tandon · September 2025

TL;DR

Build a skills architecture around ownership roles: craft ladders, AI adjacency, and manager paths, not a random course catalog.

Skills architecture for the next decade

Headcount plans without skills architecture create expensive confusion. You need a map of the capabilities the charter requires over three to five years.

Build the map around

Core craft ladders (engineering, data, cyber, domain ops)
AI-adjacent skills tied to real workflows
Manager and staff-leader paths
Domain knowledge for your industry

Avoid

Annual training menus disconnected from roadmap
Certificate chasing as a proxy for competence
Ignoring adjacent skills until attrition forces panic

30 / 60 / 90

30: Skills map for the current charter.
60: Gap plan for the next twenty hires and upskills.
90: Tie learning budget to those gaps only.

Takeaway

Skills architecture is workforce strategy.

Courses are optional tools inside it.

“Structure matters, but the first three or four hires decide whether your India team becomes a capability or an expensive supplier.”
— Anupam Tandon, ContextDelta

Want this applied to your roles? Book a discovery call.