Emerging enterprises innovating on a global scale with GCCs

Mid-sized companies are reshaping the role of Global Capability Centers into strategic hubs for innovation and operational efficiency models across industries.

Traditionally associated with IT giants, GCCs are being adopted across multiple industries like healthcare, finance, technology, retail, automotive, manufacturing, energy, sustainably AI and emerging technologies. These centers enable companies to tap into specialized talent pools, optimize processes, and drive global competitiveness. With over 2,000 GCCs operational in India by 2025, many owned by private equity-backed firms and emerging enterprises, this shift highlights a growing trend of mid-sized companies leveraging GCCs to scale rapidly and innovate effectively.

One of the key trends is the adoption of hybrid operational models, where organizations blend in-house capabilities with third-party collaborations. Mid-sized companies are implementing innovative operational frameworks such as the ‘incubator’ model, allowing smaller firms to establish a presence without immediate legal formalities, thus fostering rapid scaling and adaptability to market changes.

One of the most exciting developments is the adoption of incubator models by mid-sized firms. These models allow businesses to establish a presence without immediate legal formalities, fostering agility and scalability. Additionally, companies are expanding beyond metro hubs into non-metro cities like Vizag and Coimbatore to access untapped talent pools while maintaining cost efficiency. This strategic move not only reduces operational expenses but also positions these firms to compete in high-growth areas such as enterprise technology, cloud services, and digital transformation.

However, mid-sized companies face several challenges in their GCC initiatives. Talent retention, regulatory compliance, and organizational alignment are significant hurdles. High attrition rates and competition for skilled professionals make it difficult to maintain consistency in operations. Additionally, navigating complex regulatory frameworks can detract from core business activities. To overcome these challenges, companies must focus on effective communication, cultural alignment across global teams, and robust talent management strategies.

Despite these obstacles, many mid-sized firms are achieving remarkable success with their GCCs. For example, Telstra’s GCC in India has implemented a corporate innovation program that collaborates with startups to develop AI-powered tools like the MyTelstra App. Similarly, Capgemini’s Innovation Labs leverage partnerships with startups and academia to drive advancements in automation and artificial intelligence. These examples demonstrate how GCCs are evolving into innovation hubs that enable mid-sized companies to compete with larger players.

From healthcare to retail to financial services, GCCs are driving sector-specific innovations that enhance efficiency and customer experience. In healthcare, GCCs support advancements in medical technology and personalized care through data analytics. Retailers use GCCs to optimize supply chains and improve e-commerce experiences with AI and IoT technologies. As these centers evolve into Centers of Excellence (CoEs) for digital transformation and innovation, mid-sized companies are proving that GCCs are no longer just cost-saving mechanisms—they are strategic assets shaping the future of global business operations.

  • Global Capability Center (GCC): A strategic hub established by a company in a different location from its headquarters, often overseas, to perform specific business functions and leverage talent pools.

    Hybrid Operational Model: An approach that combines in-house capabilities with the use of third-party vendors for specific functions, allowing for greater flexibility and efficiency.

    Incubator Model: An operational approach that enables companies to establish a presence without the need for immediate legal entity formation, allowing for rapid scaling and market adaptation.

    Centers of Excellence (CoEs): Specialized teams within a GCC, composed of domain experts, who drive innovation, ensure high-quality outputs, and tackle operational challenges.

    Key Performance Indicators (KPIs): Measurable values used to assess the effectiveness of a GCC, such as cost efficiency, service quality, innovation impact, employee productivity and satisfaction, and customer satisfaction.

    Artificial Intelligence (AI): The development of computer systems capable of performing tasks that typically require human intelligence, such as learning and problem-solving.

    Machine Learning (ML): A subset of AI that allows computer systems to learn from data without being explicitly programmed, improving performance over time.

    Internet of Things (IoT): A network of physical devices, vehicles, and other items embedded with electronics, software, and sensors to collect and exchange data.

    Big Data Analytics: The process of examining large and varied datasets to uncover hidden patterns, correlations, and other insights that can inform business decisions.

    Attrition Rate: The rate at which employees leave a company, often a key metric in assessing talent retention within GCCs.

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    summary

    Mid-sized companies are increasingly leveraging Global Capability Centers (GCCs)

    as strategic hubs for innovation and operational efficiency across diverse sectors,

    moving beyond the traditional IT-focused model. These centers enable companies

    in industries such as agriculture, hospitality, and retail to tap into specialized talent

    pools and optimize processes, driving growth in an increasingly competitive landscape.

    As of 2023, approximately 1,700 GCCs are operational in India alone, with

    a significant proportion owned by emerging enterprises and private equity-backed

    firms, highlighting a notable shift in the corporate strategy landscape.[1][2]

    One of the key trends among mid-sized companies is the adoption of hybrid operational

    models, where organizations blend in-house capabilities with third-party collaborations.

    This trend is evident in the practices of established firms like Goldman Sachs

    and JPMorgan Chase, which seek to enhance their service delivery through external

    partnerships, reflecting a broader recognition of the value of agility and collaboration

    in a rapidly evolving business environment.[3] Furthermore, mid-sized companies

    are implementing innovative operational frameworks such as the ‘incubator’ model,

    allowing smaller firms to establish a presence without immediate legal formalities,

    thus fostering rapid scaling and adaptability to market changes.[4]

    Cost efficiency remains a driving force behind the establishment of GCCs, as

    companies increasingly target regions with lower labor costs to maximize resource

    allocation. By doing so, these firms are not only able to enhance their operational

    performance but also gain access to specialized skills necessary for tackling contemporary

    business challenges. The need for such talent has intensified, especially

    as companies face difficulties in attracting qualified workers in traditional labor

    markets.[5][6][7] As mid-sized companies continue to explore the full potential of

    GCCs, they are poised to significantly impact global operations, fostering innovation

    and enhancing their competitive advantages across various industries.

    Despite the promising outlook, mid-sized companies face several challenges in their

    GCC initiatives, including talent retention, regulatory compliance, and organizational

    alignment. High attrition rates and the competition for skilled professionals pose

    significant obstacles, while navigating complex regulatory frameworks can detract

    from core business activities. Additionally, achieving cohesion across diverse global

    teams remains a critical issue, underscoring the need for effective communication

    and cultural alignment.[7][8][9] As these firms navigate the complexities of establishing

    and scaling GCCs, their ability to overcome such challenges will determine their

    success in this evolving landscape.

    Mid-Sized Companies and GCCs

    Mid-sized companies are increasingly recognizing the strategic advantages of establishing

    Global Capability Centers (GCCs) to enhance their operational capabilities

    and drive innovation. Unlike traditional IT-centric GCCs, these firms are leveraging

    GCCs for a broader array of functions, tapping into diverse markets and specialized

    talent pools.

    Emerging Trends in GCCs

    One significant trend is the rise of emerging enterprises and private equity-backed

    firms establishing GCCs. In India, for instance, out of approximately 1,700 GCCs,

    about 800 are owned by these emerging enterprises, employing over 220,000

    professionals. These smaller GCCs, often comprising fewer than 50 employees,

    are actively driving digital transformation and global service delivery, expanding

    beyond traditional metro areas into non-metro hubs like Vizag, Bhubaneswar, and

    Coimbatore[1][2].

    Moreover, there is an observable shift towards hybrid operational models. Even

    established companies like Goldman Sachs and JPMorgan Chase are beginning to

    complement their internal capabilities with third-party vendors for specific functions,

    indicating a growing recognition of the benefits of collaboration[3]. This reflects a

    broader trend where mid-sized companies are finding the right balance between

    in-house operations and outsourcing to enhance efficiency and competitiveness[3].

    Innovative Operational Models

    Mid-sized GCCs are also adopting innovative operational approaches, such as the

    ‘incubator’ model, which allows small-scale companies to establish their presence

    without needing to set up a legal entity initially. This flexibility is particularly advantageous

    for mid-sized companies as it enables them to scale rapidly and adapt to

    changing market conditions[4].

    By leveraging their presence in India, these mid-market GCCs are positioning themselves

    to capture market share in high-growth segments such as enterprise technology,

    enterprise resource planning, and cloud services, allowing them to benefit

    from the country's rich talent pool while maintaining a dual focus on their core GCC

    strategy and market expansion[4].

    Cost Efficiency and Talent Acquisition

    The establishment of GCCs is often driven by the need for cost efficiency. By tapping

    into regions with lower labor costs, mid-sized companies can achieve significant

    savings in salaries and operational expenses, thereby enabling better resource

    allocation for growth[5]. Access to specialized talent is another critical advantage;

    GCCs facilitate the recruitment of skilled professionals across various domains,

    which is increasingly important as companies face challenges in attracting qualified

    workers[6][7].

    As mid-sized companies continue to explore the capabilities of GCCs, they are likely

    to play an essential role in shaping the future of global operations, fostering innovation,

    and enhancing competitive advantage in an evolving business landscape[3][1].

    Examples of Mid-Sized Companies with Innovative

    GCCs

    Emerging Sectors and Innovative Models

    Mid-sized companies are increasingly establishing Global Capability Centers (GCCs)

    to drive innovation and capture market share across various sectors beyond traditional

    IT. This trend is particularly notable in industries such as agriculture, quick

    service restaurants (QSR), and hospitality, which are now exploring the GCC model

    to enhance operational efficiency and adaptability to changing market conditions[4].

    Agri and Hospitality Sectors

    The emergence of GCCs in the agriculture and hospitality sectors highlights the

    potential for these companies to scale up and innovate, similar to their counterparts

    in banking, financial services, and insurance (BFSI) or software development. These

    GCCs allow mid-sized firms to leverage their expertise in local markets while adopting

    new operational models that can facilitate rapid growth and scalability[4].

    Innovative Operational Approaches

    Many mid-sized companies are adopting innovative operational models, such as the

    incubator approach, which enables smaller firms to establish a presence without the

    need for immediate legal entity formation. This flexibility fosters an environment where

    companies can quickly scale and respond to dynamic market needs[4]. For instance,

    some mid-market GCCs in India are focusing on high-growth segments, including

    enterprise technology and cloud services, effectively tapping into the country's diverse

    talent pool and market opportunities[4].

    Success Stories in Digital Transformation

    Capgemini and Deloitte

    Prominent examples of companies utilizing GCCs for innovation include Capgemini

    and Deloitte. Capgemini's Innovation Labs have been established as GCCs to drive

    cutting-edge solutions through collaborations with startups and academia. Similarly,

    Deloitte has set up multiple global delivery centers aimed at enhancing its digital

    consulting services, particularly in areas like artificial intelligence, automation, and

    cloud computing[10][11].

    Telstra's Corporate Innovation Program

    Telstra's GCC in India serves as a model for successful corporate-startup partnerships.

    By implementing a corporate innovation program, Telstra’s GCC has effectively

    identified business challenges and sought suitable startups to develop joint solutions.

    This initiative has led to significant innovations, such as the MyTelstra App, which incorporates

    voice recognition and artificial intelligence features, enhancing customer

    experience and operational efficiency[11].

    Diverse Sector Applications

    Healthcare and Financial Services

    In the healthcare sector, GCCs are integral to research and development efforts, enabling

    organizations to create new medical technologies and analyze large datasets

    for personalized care solutions. Financial services GCCs focus on critical functions

    like risk assessment and regulatory compliance, leveraging technologies such as

    blockchain and AI to enhance customer service and payment systems[12].

    Retail Innovations

    In retail, GCCs facilitate optimization of supply chain management and the enhancement

    of e-commerce experiences. By implementing advanced technologies like AI

    and IoT, these centers help retailers predict consumer trends and improve in-store

    experiences, thus maintaining competitiveness in a fast-evolving marketplace[12].

    Through these innovative approaches, mid-sized companies are proving that GCCs

    can play a pivotal role in driving business growth, fostering innovation, and adapting

    to the global market landscape.

    Sectors Utilizing GCCs

    Global Capability Centers (GCCs) are becoming increasingly integral to various

    sectors, allowing organizations to leverage advanced technologies and skilled talent

    to enhance operational efficiency and drive innovation. While GCCs were traditionally

    viewed as cost-saving back-office operations, they have evolved into strategic hubs

    that support a wide range of activities across multiple industries.

    Healthcare

    The healthcare sector benefits significantly from GCCs, which support research and

    development efforts aimed at creating new medical technologies and pharmaceuticals.

    These centers are instrumental in analyzing large volumes of patient data to derive

    actionable insights, leading to personalized care and improved health outcomes.

    The integration of advanced analytics within GCCs allows for better management of

    health information and streamlining of services[13][14].

    Financial Services

    In the financial services industry, GCCs play a crucial role in managing high-stakes

    functions such as risk assessment, regulatory compliance, and fraud detection. By

    integrating cutting-edge technologies like blockchain and AI, these centers enhance

    payment systems and customer service, thereby driving operational efficiencies and

    improving service delivery[12][14]. Approximately 20% of GCCs are utilized in the

    banking and financial services sector, highlighting their importance in this field[14].

    Technology Sector

    The technology sector is at the forefront of GCC adoption, with companies establishing

    centers focused on IT and software development, artificial intelligence, cloud

    computing, data analytics, and cybersecurity. These GCCs enable organizations to

    access a global talent pool while driving innovation and maintaining a competitive

    edge in an ever-changing technological landscape[15][16].

    Retail

    In retail, GCCs help optimize supply chain management, enhance e-commerce experiences,

    and improve inventory management. By utilizing AI and IoT technologies,

    GCCs enable retailers to predict consumer trends and enhance in-store experiences,

    positioning them competitively in a dynamic marketplace[12][13].

    Automotive and Manufacturing

    GCCs are also gaining traction in the automotive and manufacturing sectors, where

    they facilitate innovation in product development and operational processes. These

    centers allow companies to capitalize on technological advancements while maintaining

    quality standards and operational efficiency, thus driving growth in these

    competitive industries[15][17].

    Emerging Industries

    As GCCs continue to evolve, mid-sized companies outside of traditional IT are

    exploring their potential across various emerging sectors. For instance, companies

    in consumer goods, pharmaceuticals, and logistics are increasingly recognizing the

    strategic value of GCCs for enhancing agility and scalability in their operations. This

    trend indicates a growing recognition of the benefits that GCCs can bring to diverse

    industries beyond their original scope[18][19].

    Technologies and Methodologies Employed in

    GCCs

    Global Capability Centers (GCCs) have increasingly become instrumental in driving

    innovation and efficiency for mid-sized companies, particularly outside traditional IT

    sectors. They leverage a variety of advanced technologies and methodologies to

    enhance operational performance and deliver value.

    Implementing AI, ML, and Automation

    One of the most significant contributions of GCCs is their role in implementing

    Artificial Intelligence (AI), Machine Learning (ML), and automation technologies.

    These tools facilitate the automation of repetitive tasks, enabling organizations to

    analyze large datasets and make informed, data-driven decisions. For instance,

    AI-powered chatbots and virtual assistants developed in GCCs are transforming customer

    service, resulting in faster response times and improved customer satisfaction

    rates[17][20].

    Adoption of Cloud Computing and Big Data Analytics

    GCCs are also at the forefront of adopting cloud computing and big data analytics,

    providing organizations access to advanced technologies while scaling operations

    and reducing costs. By utilizing cloud-based platforms, GCCs can implement innovative

    solutions that enhance operational efficiency and support data management

    across global operations. This approach not only streamlines processes but also

    fosters a culture of continuous innovation and problem-solving within the organization[

    14][21].

    Pioneering Next-Gen Technology Trends

    In addition to AI and cloud computing, GCCs are leading the charge in adopting

    next-generation technology trends such as the Internet of Things (IoT) and

    virtual/augmented reality. Through IoT platforms, GCCs can gather real-time data

    from connected devices, enhancing operational efficiency and customer experience.

    Meanwhile, virtual and augmented reality technologies are being utilized for immersive

    employee training and enriched customer interactions, further solidifying GCCs

    as critical components in digital transformation efforts[21][22].

    Emphasizing Digital Transformation Strategies

    As organizations seek to maintain their competitive edge, GCCs have evolved from

    back-office support roles to strategic partners in digital transformation. They bring

    substantial expertise in executing complex digital initiatives, which require not only

    technology but also effective change management and organizational agility. GCCs

    facilitate the development of tailored strategies that align digital capabilities with

    overall business goals, helping companies navigate the challenges of transformation[

    23][24].

    Establishing Centres of Excellence (CoEs)

    GCCs often serve as Centers of Excellence (CoEs), which are designed to promote

    innovation and ensure high-quality outputs. These CoEs consist of domain-specific

    experts who streamline processes, tackle operational challenges, and foster

    cross-functional collaboration. The flexibility and adaptability of CoEs allow organizations

    to respond effectively to changing business landscapes, maximizing their

    impact over time[25][12].

    Measurable Outcomes and Success Metrics

    Global Capability Centers (GCCs) play a pivotal role in the strategic operations of

    mid-sized companies, offering various measurable outcomes and success metrics

    that demonstrate their effectiveness. The establishment of these centers enables

    organizations to standardize and centralize essential functions, such as finance,

    human resources, and supply chain management, ultimately leading to improved

    operational efficiency and agility[26].

    Key Performance Indicators (KPIs)

    To assess the effectiveness of GCCs, companies often rely on several Key Performance

    Indicators (KPIs), which include:

    Cost Efficiency: This metric evaluates the GCC’s effectiveness in reducing operating

    costs while maintaining or improving service quality[20].

    Quality of Service: Assessing the reliability and quality of services provided helps

    ensure that GCCs meet or exceed organizational expectations[20].

    Innovation Impact: Tracking contributions to new services, products, or enhancements

    is crucial for understanding how GCCs drive innovation within the company[20].

    Employee Productivity and Satisfaction: Evaluating the efficiency and morale of

    employees in GCCs is essential for sustaining a motivated workforce, which directly

    impacts overall performance[20].

    Customer Satisfaction: Collecting feedback from customers, whether internal or external,

    allows organizations to refine their services and improve the overall customer

    experience[20].

    Data Analytics for Retention and Engagement

    Data analytics also plays an indispensable role in measuring success within GCCs.

    By utilizing metrics such as Employee Net Promoter Score (eNPS), attrition rates,

    and engagement scores, companies can gain valuable insights into employee satisfaction

    and identify early signs of dissatisfaction[27]. This proactive approach allows

    organizations to take corrective action before issues impact retention, fostering a

    more resilient workforce.

    Operational Excellence and Continuous Improvement

    Operational excellence remains a cornerstone of GCC value propositions, enabling

    true 24/7 capabilities and enhancing quality control measures across regions[16].

    Continuous improvement practices, supported by effective communication about cost

    optimization efforts and transparency around goals, further contribute to fostering a

    culture of engagement and collaboration among employees[28].

    Challenges Faced by Mid-Sized Companies

    Mid-sized companies pursuing globalization and establishing Global Capability Centers

    (GCCs) encounter a variety of challenges that can impede their growth and

    operational effectiveness.

    Talent Management Challenges

    One of the foremost challenges is talent retention. In competitive landscapes like India,

    mid-sized firms often struggle to retain top talent due to high attrition rates, which

    can range from 20% to 25%[8]. Larger firms frequently attract skilled professionals

    by offering more lucrative compensation packages, leaving mid-sized companies at a

    disadvantage. Additionally, while these companies may excel at sourcing local talent,

    they often lack the necessary assessment processes to evaluate the quality and

    suitability of available talent for specific roles, leading to a gap in expertise needed

    to drive lasting change[7].

    Regulatory Compliance and Resource Competition

    Regulatory compliance presents another significant hurdle. Mid-sized firms often

    grapple with complex legal frameworks, particularly concerning labor laws and data

    privacy standards such as the GDPR. This complexity can consume valuable resources

    and distract from core business functions[8]. Furthermore, these companies

    face intense competition for in-demand resources, especially in specialized fields

    such as artificial intelligence and information technology. Research by McKinsey

    indicates that smaller firms miss out on critical resources 30% of the time due to

    this competition[8].

    Execution of Global Strategies

    Establishing and scaling a GCC is often more complex than initially anticipated.

    According to recent surveys, 34% of enterprises ranked complexity as their top

    concern, primarily due to a lack of in-house knowledge and experience in handling

    such extensive projects[9]. The strategy-execution gap further complicates matters;

    despite having ambitious global strategies, only 10% of companies feel they possess

    the full range of capabilities required to succeed in overseas markets, with many

    struggling to execute the basics effectively[7].

    Organizational Alignment and Cultural Issues

    Aligning organizational goals across different regions is another area of concern.

    Many companies find it difficult to establish common objectives and best practices

    that support a cohesive global agenda, leading to discrepancies between the expectations

    of headquarters and the realities faced by local executives[7]. Additionally, the

    cultural differences inherent in global operations can create barriers to communication

    and collaboration, hindering overall effectiveness and innovation.

    Financial and Operational Pressures

    Mid-sized companies are also facing mounting financial pressures, including rising

    labor costs in traditional markets and the increasing complexity of operational demands.

    Organizations must balance stakeholder expectations with budget constraints,

    necessitating a strategic approach to resource optimization without sacrificing

    growth potential[16]. As the global talent landscape evolves, firms must also contend

    with a widening skills gap, further complicating their ability to attract and retain the

    specialized talent necessary for success[16][29].

    References

    [1]: How GCCs are transforming global operations & innovation

    [2]: GCCs trends in 2025: Innovation, Sourcing & Inclusive Excellence

    [3]: Rebadging of Global Capability Centers: An Industry Insider's Perspective

    [4]: The Rise of the ‘New’ GCC: Trends, Risks and Opportunities

    [5]: Decoding the Powerhouses: A Deep Dive into Global Capability Centers ...

    [6]: Talent Acquisition: Strategies, Process & Best Practices - Valamis

    [7]: Challenges in Going Global | The Global Network for Advanced Management

    [8]: Mastering the Art of Setting Up and Scaling Global Capability Centers ...

    [9]: Evolution of Global Capability Center | ANSR

    [10]: How Global Capability Centers(GCCs) Drive Growth for Enterprises?

    [11]: How GCCs are shaping the future of business | McKinsey - McKinsey & Company

    [12]: Understanding Global Capability Centers (GCCs) - codifin.com

    [13]: What is a Global Capability Centre (GCC)? Everything You Need to Know.

    [14]: Global Capability Centers (GCCs) Leading the Charge in 2025

    [15]: The Role of Global Capability Centers (GCCs) in Promoting ... - LinkedIn

    [16]: Why Every Forward-Thinking Company is Betting on Global Capability ...

    [17]: VCCs vs GCCs: Insights for Mid-sized Companies - Neev Systems

    [18]: Key Areas of Global Capability Centers and How to Leverage Them - DataToBiz

    [19]: Unleash Business Transformation: Global Capability Centers by IDC ...

    [20]: The Crucial Role of Global Capability Centers (GCCs) in Digital ...

    [21]: Top 10 Challenges GCCs Face While Going for Digital Transformation

    [22]: Global Capability Centers in the New Age of Digital Transformation

    [23]: Why companies leverage GCCs to establish in-house Centres of ... - EY

    [24]: How to Leverage a Global Capability Centre for Competitive Advantage in ...

    [25]: Retaining Young Talent in GCCs: A Blueprint for Long-Term Success

    [26]: Optimizing the Engine of Growth: Cost Reduction Strategies for Global ...

    [27]: The Impact of the GCC Ecosystem on Mid-Sized Corporations: Insights ...

    [28]: Are GCCs the Competitive Edge for Enterprise Growth? | ISG

    [29]: Global capability centers in the next normal | McKinsey

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