Constellation ShortList™ AI-Native Global Capability Center (GCC) Services

ABOUT THIS SHORTLIST

Global Capability Centers (GCC) have become a core part of how enterprises access specialized talent, improve operating control, and build global scale. Although cost optimization remains important, the GCC mandate is expanding into product engineering, cybersecurity, data, AI, finance, customer operations, research and development, and other high-value functions.

The next phase of GCC growth will be shaped by AI-native operating models. Enterprises are no longer looking only for headcount scale or offshore delivery. They need centers designed around data, automation, software engineering, governance, and human-machine workflows from the start.

India remains the largest and most mature GCC market because of its deep technology talent, operating maturity, and large installed base of enterprise centers. At the same time, GCC strategies are becoming more global as enterprises evaluate Eastern Europe, Latin America, Southeast Asia, and other offshore and nearshore locations to balance cost, talent, proximity, resilience, and regulatory needs.

This ShortList highlights service providers that help enterprises plan, build, scale, and modernize AI-native GCCs. The selected providers combine advisory, setup, talent, operating model, engineering, AI, automation, and transformation capabilities.

THRESHOLD CRITERIA

Constellation considers the following core and differentiated criteria:

Strategy and Business Design

• GCC strategy, business case, and mandate definition Ability to help clients define the GCC’s role, target func tions, ownership model, investment case, value levers, and longterm relationship with enterprise business units.
• Global location and talent strategy Experience assessing India and other offshore and nearshore locations based on talent supply, cost, infrastructure, regulatory environment, time-zone coverage, language skills, and business continuity needs.
• Operating model, governance, and risk planning Ability to define decision rights, reporting structures, funding models, performance metrics, legal and tax considerations, data protection, compliance, and business continuity requirements.

Setup and Launch Execution

• GCC setup and operational launch Capability to support entity setup, facilities, technology provisioning, vendor coordination, hiring ramp, onboarding, governance launch, and early operating discipline.
• Flexible GCC delivery models Ability to support captive setup, managed operations, hybrid models, build-operate-transfer, and build-operate-transform- transfer models based on the client’s maturity and control needs.
• Workforce scaling and change management Demonstrated ability to recruit, onboard, train, and retain talent while helping clients build leadership models, career paths, collaboration practices, and GCC culture.
• Enterprise technology foundation Experience implementing secure and scalable foundations for GCC operations, including cloud, enterprise applications, collaboration platforms, data platforms, automation tooling, and cybersecurity controls.

AI-Native Optimization and Scaling

• AI-native GCC design and capability building Ability to design GCCs around AI, automation, data, model governance, human-machine workflows, analytics, data engineering, and agentic workflow capabilities.
• Product engineering, cybersecurity, and platform ownership Strength in software engineering, platform modernization, cloud-native development, DevSecOps, cybersecurity, AI risk controls, and long-term platform ownership.
• Centers of excellence, performance improvement, and value tracking Experience helping GCCs establish CoEs, benchmark performance, redesign processes, improve productivity, measure value realization, and support continuous operating model maturity.
• Functional, industry, and commercial fit Ability to support GCC mandates across industries and functions with commercial models tied to launch milestones, talent outcomes, productivity gains, AI adoption, transformation goals, and long-term value creation.

The Constellation ShortList™

Constellation evaluates more than 30 solutions categorized in this market. This Constellation ShortList is determined by client inquiries, partner conversations, customer references, vendor selection projects, market share and internal research.

• ACCENTURE
• CAPGEMINI
• COGNIZANT
• HCLTECH
• IBM
• INFOSYS
• TCS
• TECH MAHINDRA
• WIPRO

Frequency of Evaluation

Each Constellation ShortList will be updated at least once per year. There could be an update after six months, should the analyst deem it necessary.

Evaluation Services

Constellation clients can work with the analyst and research team to conduct a more thorough discussion of this ShortList. Constellation can also provide guidance in vendor selection and contract negotiation.