GCC and the AI powered future

Why Global Capability Centers Are Becoming Strategic Engines?

A Global Capability Center (GCC) is no longer a cost-focused offshore delivery unit.

Today, enterprises use GCCs to drive digital transformation, AI adoption, analytics leadership, product engineering, and measurable business impact. However, not every GCC has evolved at the same pace.

Many still operate as execution arms rather than capability creators. The shift from traditional GCCs to next-generation Global Capability Centers depends on three strategic pillars:

  • Talent transformation
  • Technology convergence
  • Business value ownership

Understanding these pillars is essential for any enterprise evaluating its GCC strategy.

What Is a Global Capability Center (GCC)?

A Global Capability Center is a dedicated offshore or nearshore unit established by an enterprise to deliver specialized business capabilities such as IT, analytics, finance, engineering, product development, and digital transformation.

Unlike traditional shared services centers, modern GCCs focus on:

  • Innovation and automation
  • Platform ownership
  • AI-powered decision intelligence
  • Enterprise-wide transformation support

The evolution from shared services to strategic GCC is what defines next-gen enterprise operating models.

How Next-Gen GCCs Differ from Legacy GCC Models

DimensionLegacy GCCNext-Gen GCC
PurposeCost optimizationBusiness transformation
StructureFunctional teamsProduct and capability squads
Talent ModelDelivery rolesSkill-based innovation roles
TechnologyFragmented systemsIntegrated digital ecosystem
MetricsSLA-basedOutcome and ROI-based
GovernanceCentralizedAgile and co-owned

The defining difference is simple: legacy GCCs execute tasks, next-gen GCCs create enterprise capability.

The Three Pillars of a High-Performing Global Capability Center

1. Talent Evolution: From Scale to Capability Depth

Earlier GCCs were built for scale with the workforce. Today, enterprises expect GCCs to lead:

  • AI programs
  • Cloud modernization
  • Data analytics initiatives
  • Platform engineering

According to Deloitte’s GCC Outlook 2025, over 65 percent of enterprises expect GCCs to drive AI and automation initiatives directly.

What the Modern GCC Talent Model Looks Like

  • Capability-based Centers of Excellence for Salesforce and Microsoft Dynamics 365
  • AI and Data Hubs
  • Product Engineering Units
  • Internal AI-driven talent marketplaces
  • Continuous upskilling culture

KPIs are shifting from output metrics to innovation impact. The workforce evolves from delivery agents to capability architects.

2. Technology Convergence: AI and Digital Integration

Digitally mature GCCs integrate platforms rather than manage them in silos. A next-gen GCC builds a unified digital backbone connecting:

  • ERP systems
  • CRM platforms
  • Field service solutions
  • Analytics engines

This integration enables real-time intelligence.

AI in Global Capability Centers

AI-powered GCCs build predictive models that:

  • Forecast demand
  • Detect anomalies
  • Predict asset failure
  • Optimize operations

Instead of reporting historical data, AI-enabled GCCs influence decisions before business impact occurs.

Low-code platforms and intelligent automation further accelerate delivery without increasing dependency on core IT teams.

3. Business Value Creation: From Cost Center to Growth Engine

One of the most common enterprise questions is:

Are GCCs still cost centers?

High-performing GCCs prove otherwise.

According to Everest Group research, advanced GCCs contribute significantly more to enterprise innovation output than five years ago.

How Modern GCCs Measure Success

  • Revenue influence
  • Customer experience improvement
  • Cycle time reduction
  • Innovation ROI
  • Digital adoption acceleration

The next-gen GCC operates as a value creation hub.

How to Build a Future-Ready Global Capability Center

Enterprises exploring GCC transformation often ask: How do you design a next-gen GCC operating model? Here are five foundational steps:

1. Define Strategic Intent

Clarify whether the GCC will lead innovation, AI transformation, platform modernization, or analytics ownership.

2. Build an Integrated Digital Architecture

Unify ERP, CRM, analytics, and automation platforms under a common data strategy.

3. Invest in Capability Development

Upskill teams in AI, automation, analytics, and cloud technologies.

4. Shift to Outcome-Based Metrics

Measure business outcomes rather than utilization or SLA compliance.

5. Foster an Innovation-Driven Culture

Encourage experimentation and cross-functional collaboration.

The Future of Global Capability Centers: AI-Native GCCs

AI will define the next stage of GCC maturity and AI-powered Global Capability Centers will:

  • Use AI copilots to orchestrate workflows
  • Build digital twins for simulation
  • Predict workforce demand in real time
  • Automate complex decision chains

According to Gartner projections, a majority of global GCCs will embed AI-driven automation into core operations within the next few years. The AI-native GCC becomes a self-optimizing ecosystem

Strategic Perspective: The Role of Execution Partners in GCC Transformation

Designing a next-gen Global Capability Center requires more than headcount expansion or technology upgrades. It requires alignment across operating model design, enterprise platforms, AI integration, governance, and capability building.

Organizations that succeed typically work with partners who understand:

  • Enterprise platform ecosystems such as Dynamics 365 and Salesforce
  • Digital operating model design
  • AI-led automation strategy
  • Cross-functional governance frameworks

At NSquare Xperts, our experience across enterprise platforms, automation frameworks, and transformation programs positions us to support organizations building or evolving their GCC strategy into a measurable value engine.

The objective is not expansion, it is capability acceleration.

Frequently Asked Questions About Global Capability Centers (FAQ)

What is the difference between a GCC and a shared services center?

A shared services center focuses primarily on cost optimization and standardized processes.
A Global Capability Center focuses on strategic capabilities such as AI, analytics, product engineering, and digital transformation.

Why are enterprises investing in Global Capability Centers?

Enterprises use GCCs to centralize expertise, accelerate innovation, leverage global talent pools, and drive digital transformation at scale.

How does AI improve a Global Capability Center?

AI enhances predictive analytics, automates repetitive tasks, improves decision-making, and enables intelligent workflow orchestration across enterprise systems.

What industries benefit most from GCCs?

Technology, manufacturing, financial services, healthcare, and retail industries benefit significantly due to complex digital ecosystems and global operations.

What defines a next-gen GCC operating model?

A next-gen GCC operating model includes capability-based teams, integrated digital platforms, AI-driven intelligence, outcome-based metrics, and shared business ownership.

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