
From their humble beginnings as cost-efficient back offices to their current status as thriving innovation hubs, Global Capability Centers (GCCs) are undergoing a tremendous evolution. No longer just operational extensions, they are now enablers of digital excellence, leveraging AI, ML, and automation. As businesses prioritize agility and innovation, GCCs are gaining traction, with the AI-enabled GCC market projected to hit $211 billion by 2032.
We are now entering the vibrant new era of GCC 3.0—where talent, strategy, and technology converge to drive competitive advantage.
As a company wanting to set up its GCCs in key geographies, how do you leverage the BOT (Build, Operate, Transfer) model while also ensuring the cultural aspects of your company are retained?
The GCC Evolution: From Cost Savings to Innovation Hubs
Not too long ago, GCCs were merely the background support for multinational corporations, handling menial duties and repetitive tasks. To get to where they are now, GCCs have journeyed through three distinct phases:
- GCC 1.0 (Cost Arbitrage Era): Initially set up to reduce operational costs, GCCs focused on labor arbitrage, handling transactional processes like customer support and data entry.
- GCC 2.0 (Skill Arbitrage Era): As competition intensified, GCCs evolved into centers of excellence, specializing in data analytics, engineering, and software development.
- GCC 3.0 (Innovation Arbitrage Era): Today, GCCs are at the core of enterprise transformation, driving AI-powered solutions, digital infrastructure, and strategic business impact.
During a recent gathering of the top GCC leaders in Bangalore, it was found that only 15% remain in the cost arbitrage phase, while 50% operate in skill arbitrage and 35% have fully embraced innovation-led growth. The message is clear: GCCs must evolve—or be left behind.

The Rise of Modern GCCs: Evolving Into AI-Driven Innovation Hubs
As the entire business world promptly adopts the latest AI solutions and digital trends, GCCs find themselves at a unique turning point. In the GCC 3.0 era, industry leaders realize that AI can be instrumental in areas such as automation, customer experience, and decision-making. GenAI in particular has the potential to not just bolster productivity and efficiency but also drive the creation of groundbreaking ideas. However, the challenge now lies in turning proof-of-concepts into real-world results.
For burgeoning economies like India, housing about 16% of the world’s total AI talent, GCCs have favorable conditions to experience significant growth by exploring the potential of GenAI solutions. The Indian GCC ecosystem already has over 1,800 centers, with HFS forecasts tipping the number to exceed 2,500 by 2029. In this ecosystem, backed by a pool of industry-ready talent, modern GCCs are deploying AI and automation to streamline operations, reduce manual effort, and improve accuracy.
Companies such as Movate stand as prominent examples of businesses that leverage innovation-led GCCs to optimize operations and fuel growth. With six well-established delivery centers in India, the company is able to leverage the country’s diverse talent community to effortlessly cater to customer needs with innovative solutions and platforms.
The BOT Model: A Smart Approach to GCC Expansion
As enterprises establish new GCCs, the Build-Operate-Transfer (BOT) model is emerging as a preferred route. Traditionally, setting up a GCC involved extensive investments in talent, infrastructure, and compliance. The BOT model simplifies this by leveraging service providers to handle the initial build and operational phases before transitioning ownership to the enterprise.
The BOT Model is faster to setup, mitigates compliance and operational risk and enables agile scaling. For organizations aiming for a high-performance GCC with minimal disruption, BOT is a game-changer.
Culture Retention: The Often-Overlooked Challenge
While technology and efficiency drive GCC success, company culture is equally crucial. A lack of cultural alignment can lead to disengagement, leadership gaps, and higher attrition. Ensuring GCCs integrate seamlessly with the parent organization’s ethos is critical to long-term success.
The Role of Service Providers in Culture Retention: Top-tier GCC enablers go beyond operational support—they embed company values into hiring, onboarding, and leadership development. The right partner ensures governance structures, cross-functional collaboration, and cultural alignment, fostering a unified global team.

The Major Challenges to Becoming Digital Powerhouses
The transition of GCCs into innovative profit centers, though exciting and filled with opportunities, has been anything but easy. The road to becoming a true digital powerhouse has been long and arduous, with many still traversing its intricacies. Here are a few of the most significant obstacles that GCCs face during their transformation:
- Embracing Change: One of the biggest issues that GCCs face when transitioning into an innovation-led entity is breaking free from the labor arbitrage mold. Moving away from a cost-centric mindset is a monumental shift that requires strong leadership. Resistance to change from employees accustomed to traditional ways of working can slow down this transformation.
- Integrating with Global Operations: As GCCs take on more strategic roles, seamless integration with global operations becomes critical. To achieve alignment, GCCs can no longer be treated as outside help. Instead, they need to be at the core of organizational objectives and strategies. Ensuring consistent communication and shared goals across locations, though complex, is essential for progress.
- Talent Transformation and Retention: As GCCs take on more critical roles, they need talent proficient in AI, data analytics, and other emerging technologies. However, finding and retaining top talent remains a prominent challenge. Additionally, reskilling employees who are accustomed to traditional processes requires significant investment in training and development.
Future Trends: Accelerating Enterprise-Wide Success
Beyond technology and talent, GCCs are playing a pivotal role in shaping business strategy. In fact, serving as highly capable digital powerhouses, GCCs are driving enterprise-wide transformations by identifying emerging market trends and new revenue streams. Moreover, these centers are allowing organizations to become more agile and customer-centric by providing the expertise to scale digital initiatives while also fostering a culture of innovation.
As GCCs evolve into the era of GCC 3.0, their role as digital powerhouses will redefine the future of business
Leveraging emerging technologies such as GenAI, GCCs are poised to drive innovation, automate complex processes, and deliver transformative solutions. They will become strategic leaders, shaping global business strategies and fostering collaborative ecosystems. Once the world’s simple back offices, GCCs now hold the potential to shape the stories of future-ready enterprises.
About the author

Srijit Menon, EVP & Chief Revenue Officer at Movate, drives digital transformation and revenue growth. With 25+ years in Cloud, AI, and Digital Services, he has led $2B+ in global engagements and held leadership roles at HCL, Wipro, and IBM. An IIM Ahmedabad MBA, he enjoys travel, photography, badminton, movies, and comics.