White Papers

Executive Summary For decades, the value proposition of Global Capability Centers (GCCs) was simple: labor cost arbitrage. Large enterprises moved standardized processes to lower-cost geographies to save money. However, this model has hit a ceiling. Rising wages in hub cities, high attrition, and the commoditization of traditional skills have eroded the cost advantage. This white paper explores the paradigm shift towards the AI-Native GCC. Instead of “lifting and shifting” inefficiencies to a cheaper location, the AI-Native model “lifts and fixes” processes using Agentic AI and automation before human teams even touch them. The Broken “Body Shop” Model Traditional GCCs rely on headcount-based pricing. Vendors are incentivized to throw more people at a problem. This creates a “bloatware” effect in operations—more layers of management, slower decision-making, and increased error rates. The AI-Native Framework We propose a new operating model based on three pillars: