For two decades, the pitch for a Global Capability Center in India was mostly about cost. Cheaper talent, cheaper real estate, cheaper hours. That pitch is now out of date. The newest Global Capability Center India data, from NASSCOM and Zinnov's 2026 Landscape report, shows the model has fundamentally changed, and any enterprise still evaluating a GCC on cost alone is asking the wrong question.
In this blog, you'll find out:
What the newest India GCC numbers actually show, beyond the headline center count.
Why 96% of new GCCs now launch with real ownership, not a cost-cutting mandate.
What the summit's own leadership says has replaced "cheapest" as the deciding question.
How this shift changes what to look for in a global delivery partner.
Where NSquare's own Frisco-Pune model fits into this same shift.
The Numbers Behind the Shift
India now hosts 2,117 Global Capability Centers, employing 2.36 million professionals and generating close to $98.4 billion in revenue, according to the 2026 India GCC Landscape report, as covered by YourStory. 506 Forbes Global 2000 companies now operate a GCC there. Those are the kind of numbers that used to get cited as evidence of scale. What's more telling is what's happening inside the newer centers.
Why "Ownership From Day One" Is the Real Story
Of the GCCs established since FY2021, 96% launched with product or portfolio ownership responsibilities built in from the start, not the traditional "crawl-walk-run" progression where a center spends years proving itself on basic execution before earning real decision-making authority. That's a structural change in how global enterprises think about offshore and nearshore technology delivery, from labor arbitrage to strategic capability ownership.
NASSCOM President Rajesh Nambiar put it directly at the summit: "The question is no longer where work can be done cheapest. The question now is where companies can build trusted and resilient global operations." HSBC India Global Service Centres' Mamatha Madireddy framed the same shift from the enterprise side: "The world is looking towards India not just for scale and cost, but for transformation, resilience, enterprise leadership, and strategic influence."
What is the role of a Global Capability Center today, if not cost savings? Increasingly, its product ownership, decision-making authority, and accountability for outcomes a cost center was never asked to carry.
What a GCC Ownership Model Changes
A Global Capability Center strategy built around ownership needs different things from a partner than a cost-driven one does. It needs SLA-backed accountability tied to business outcomes, not headcount. It needs a delivery team that can own a product roadmap, not just execute tickets. And it needs governance that scales with responsibility, since a center making real decisions carries real risk if that structure isn't in place.
This is also why Global Capability Centers fail when they're built purely as cost plays. Without ownership and governance designed in from the start, a center never earns the trust to graduate beyond execution, no matter how many years it's been running.
Old GCC Model | Ownership-First GCC Model |
Cost-center mandate | Product or portfolio ownership |
Crawl-walk-run progression | Ownership from launch |
Measured on cost savings | Measured on business outcomes |
Execution-only scope | Decision-making authority |
The Talent Behind the Shift
The same GCC Pulse coverage notes India now hosts more than 250,000 AI and machine learning professionals, one of the largest concentrations of enterprise AI talent anywhere. That talent base is part of why newer centers can credibly take on product ownership rather than just execution, the skills to own an AI-driven roadmap are already there.
Enterprises researching how to set up a Global Capability Center in India are increasingly starting with governance and ownership structure first, office space and headcount second. That's the opposite order from a decade ago, when the real estate lease often got signed before anyone had defined what the center would actually own.
Where NSquare's Own Delivery Model Fits
NSquare runs on a Frisco, Texas and Pune, India structure, an onshore offshore delivery model tied to SLA-backed outcomes rather than headcount. That's the same direction this data describes, a global delivery relationship built around what the team owns, not just where the seats are cheapest.
For a Global Capability Center case study told from the inside, our interview on GCC in India, from back office to business catalyst covers this same shift in Dr. Sanjeev Rastogi's own words.
This same ownership question extends into how AI gets adopted inside a GCC, not bolted on as a separate initiative. Our guide on embedding AI into ERP and CRM systems from day one covers why that sequencing matters, and it applies just as directly to a GCC standing up its own technology stack.
The Question to Actually Ask a GCC Partner
Asking what a GCC delivery model costs per seat is the wrong first question in 2026. The right one is what the team is accountable for, and whether that's backed by measurable SLAs or just a services contract.
This is exactly where Global Capability Center consulting conversations are heading this year: less about headcount, more about proving delivery is accountable to real outcomes. Talk to NSquare about what an ownership-first global delivery structure looks like for your business, not a cost-center pitch dressed up in AI language.
The Nambiar and Madireddy quotes above come from GCC Pulse's summit coverage, where both leaders spoke.
FAQs
Is India's GCC growth still mostly about cost savings?
No, the 2026 India GCC Landscape data shows a structural shift toward product and portfolio ownership, with 96% of GCCs launched since FY2021 built around ownership from day one rather than a cost-cutting mandate.
Do most new Global Capability Centers still start as basic back-office execution?
No, the traditional crawl-walk-run progression is no longer the norm for newer centers, which increasingly launch with real decision-making authority built in from the start.
Does NSquare's own delivery model follow this same ownership-first approach?
Yes, NSquare's Frisco-Pune structure ties delivery to SLA-backed business outcomes rather than headcount or seat cost, which is the same direction this data describes across the broader GCC market.
Is a Global Capability Center the same thing as traditional outsourcing?
No, traditional outsourcing is typically scoped around executing defined tasks, while an ownership-first GCC is scoped around owning a product, portfolio, or business outcome directly.
Can a mid-size company realistically build a GCC, or is this only for large enterprises? Yes, though the report's headline numbers involve Forbes Global 2000 companies, the underlying shift toward SLA-backed, outcome-owned delivery applies to any organization evaluating a global delivery partner, not just the largest ones.
-
Author: Kirit Mandavgane, Chief Strategy Officer at NSquare Xperts
A seasoned Microsoft technology strategist specializing in Microsoft Dynamics 365, the Microsoft Power Platform, and Microsoft Copilot. He advises organizations on CRM, ERP, automation, and AI initiatives, helping them accelerate digital transformation and achieve measurable business outcomes.
