ETV Bharat / opinion

Leveraging AI for the Future: Indian GCCs Leading Global Innovation

author img

By ETV Bharat English Team

Published : Aug 3, 2024, 6:01 AM IST

Global Capability Centres (GCC) are vital components of the global business ecosystem. India has emerged as a global hub for GCCs as there are 1,800 such centres in the country. Generative AI is a game-changer for Indian GCCs and it will create value and drive innovation. This will solidify India's position as the global hub for business excellence. Writes Gouri Shankar Mamidi.

Leveraging AI for the Future: Indian GCCs Leading Global Innovation
Representational image (Getty Images)

Global Capability Centers (GCCs) have emerged as vital components of the global business ecosystem. Originally set up to handle back-office functions, these centers have evolved to take on more strategic roles, contributing significantly to innovation and value creation. India, with its vast talent pool and cost-effective operations, has become a hub for GCCs, attracting numerous multinational corporations.

The Rise of GCCs in India

India's journey as a destination for GCCs began in the 1990s, primarily driven by the need for cost-effective IT services. Over the decades, India has established itself as a premier location for GCCs, leveraging its skilled workforce, robust IT infrastructure, and favourable business environment.

India has emerged as a global hub for Global Capability Centers (GCCs), with approximately 1,800 centers employing around 1.3 million people as of 2024. This rapid growth is concentrated in key cities like Bengaluru, which hosts 42% of these centers focusing on technology and R&D, and Hyderabad with 16% known for its IT and biotechnology sectors. Other significant locations include Delhi National Capital Region, Mumbai, Pune, and Chennai.

The benefits of setting up GCCs in India are numerous, including cost efficiency, a large skilled talent pool, advanced infrastructure, strong government support, and the presence of innovation hubs driving technological advancements. However, challenges such as infrastructure saturation, talent retention, regulatory complexity, and data security need to be addressed.

Successful strategies for setting up GCCs include diversifying locations to tier-2 cities like Ahmedabad and Coimbatore, leveraging government incentives in SEZs and GIFT City, building strategic partnerships with local entities, investing in skill development programs, and adopting advanced technologies like Generative AI and IoT to enhance efficiency and innovation.

These factors collectively position India as a premier destination for GCCs, driving global business operations and innovation​ (India Briefing)​​ (Deloitte United States)​​ (MachineCon GCC Summit 2024)​.

GCCs in India have transitioned from handling back-office tasks to managing core business functions, including product development, innovation, and customer engagement. This evolution has been accelerated by the integration of advanced technologies, particularly Generative AI. Generative AI is playing a pivotal role in transforming Indian GCCs by enhancing customer experience, streamlining operations, fostering innovation, and optimising talent management.

The Messages from MachineCon GCC Summit 2024

By Balaji Narasimhan, Head of Operations | GCC Site Leader at TransUnion - "Navigating the Future with Innovation and Agility"

Balaji Narasimhan's message underscores the pivotal role of innovation and agility in steering Global Capability Centers (GCCs) towards a successful future. This dual focus on innovation and agility positions GCCs not just as operational hubs, but as strategic assets that drive business growth and transformation on a global scale.

By Avinash Samrit, Country Head – India & President – Global Capability at Clean Harbors - "Driving Excellence Through Strategic Global Capabilities"

Avinash Samrit's message highlights the importance of leveraging strategic global capabilities to achieve excellence in operations and service delivery. This approach ensures that GCCs are not merely support units but integral parts of the global strategy, driving continuous improvement and competitive advantage.

These messages from leaders at the MachineCon GCC Summit 2024 reflect a forward-thinking perspective on the role of GCCs, emphasising the need for continuous innovation, agility, and strategic integration to navigate the complexities of the global business landscape.

Fostering innovation is another significant benefit of GCCs. According to KPMG, GCCs are crucial in driving global business growth through technological advancements and workforce upskilling. They have evolved from performing back-office functions to becoming centers of excellence in innovation and operational efficiency. NASSCOM supports this view, noting that 80% of new GCCs prioritise AI/ML capabilities, emphasising the sector's focus on digital transformation to enhance organisational efficiency and global competitiveness​

How Generative AI is Transforming Indian GCCs

Enhancing Customer Experience AI-driven chatbots and virtual assistants have revolutionised customer interactions. These tools provide instant, accurate responses to customer queries, significantly improving customer satisfaction. By analysing customer data, Generative AI can personalise interactions, offering tailored recommendations and solutions, thereby enhancing the overall customer experience.

Streamlining Operations Generative AI automates routine tasks, freeing up human resources for more strategic roles. For instance, AI can handle data entry, report generation, and basic analysis, reducing the time and effort required for these tasks. Additionally, predictive analytics powered by Generative AI enables better decision-making by forecasting trends and identifying potential issues before they arise.

Innovation and Product Development Generative AI accelerates research and development by generating new ideas and solutions. In the tech industry, AI models can assist in coding and debugging, speeding up the development process. In creative industries, tools like DALL-E enable the creation of unique designs and concepts, pushing the boundaries of innovation.

Talent and Workforce Management Generative AI is transforming talent management by enhancing recruitment processes and employee development. AI-driven tools can screen resumes, conduct initial interviews, and assess candidates' skills, ensuring a more efficient hiring process. For existing employees, AI can provide personalised training programs, identify skill gaps, and suggest career development paths.

Case Studies of Indian GCCs Leveraging Generative AI

Example 1: A Multinational Tech Company. A leading multinational technology company established its GCC in India to support global operations. Facing challenges in managing a vast customer base and ensuring timely support, the company integrated Generative AI into its customer service processes. AI-driven chatbots were deployed to handle common queries, while more complex issues were escalated to human agents. This approach not only improved response times but also allowed human agents to focus on more critical tasks, enhancing overall efficiency and customer satisfaction.

Example 2: A Leading Financial Services Provider. A global financial services company leveraged Generative AI for financial modelling and risk assessment in its Indian GCC. By utilising AI algorithms, the company could analyse vast amounts of financial data to identify trends and predict market movements. This capability enabled the company to offer more accurate financial advice and create innovative financial products, gaining a competitive edge in the market.

The Future of Indian GCCs with Generative AI

The future of Indian GCCs is promising, with emerging trends and technologies poised to further enhance their capabilities. Key trends include the integration of AI with IoT (Internet of Things), creating smarter, more connected systems that improve operational efficiency. Additionally, AI-driven cybersecurity measures are enhancing data protection and reducing the risk of cyber threats. Advanced data analytics is another significant trend, leveraging AI to derive deeper insights from data, thereby driving informed decision-making.

However, the adoption of Generative AI also presents challenges. These include the need for upskilling the workforce, addressing ethical concerns, and ensuring data privacy. Overcoming these challenges will require collaboration between the government, industry, and academia to create a conducive environment for AI innovation.

Conclusion

Generative AI is a game-changer for Indian GCCs, transforming them into strategic assets that drive global business operations. By enhancing customer experience, streamlining operations, fostering innovation, and optimising talent management, Generative AI is helping Indian GCCs become the front office of the world. As technology continues to evolve, the potential for GCCs to create value and drive innovation will only increase, solidifying India's position as a global hub for business excellence.

(Disclaimer: The opinions expressed in this article are those of the writer. The facts and opinions expressed here do not reflect the views of ETV Bharat)

Global Capability Centers (GCCs) have emerged as vital components of the global business ecosystem. Originally set up to handle back-office functions, these centers have evolved to take on more strategic roles, contributing significantly to innovation and value creation. India, with its vast talent pool and cost-effective operations, has become a hub for GCCs, attracting numerous multinational corporations.

The Rise of GCCs in India

India's journey as a destination for GCCs began in the 1990s, primarily driven by the need for cost-effective IT services. Over the decades, India has established itself as a premier location for GCCs, leveraging its skilled workforce, robust IT infrastructure, and favourable business environment.

India has emerged as a global hub for Global Capability Centers (GCCs), with approximately 1,800 centers employing around 1.3 million people as of 2024. This rapid growth is concentrated in key cities like Bengaluru, which hosts 42% of these centers focusing on technology and R&D, and Hyderabad with 16% known for its IT and biotechnology sectors. Other significant locations include Delhi National Capital Region, Mumbai, Pune, and Chennai.

The benefits of setting up GCCs in India are numerous, including cost efficiency, a large skilled talent pool, advanced infrastructure, strong government support, and the presence of innovation hubs driving technological advancements. However, challenges such as infrastructure saturation, talent retention, regulatory complexity, and data security need to be addressed.

Successful strategies for setting up GCCs include diversifying locations to tier-2 cities like Ahmedabad and Coimbatore, leveraging government incentives in SEZs and GIFT City, building strategic partnerships with local entities, investing in skill development programs, and adopting advanced technologies like Generative AI and IoT to enhance efficiency and innovation.

These factors collectively position India as a premier destination for GCCs, driving global business operations and innovation​ (India Briefing)​​ (Deloitte United States)​​ (MachineCon GCC Summit 2024)​.

GCCs in India have transitioned from handling back-office tasks to managing core business functions, including product development, innovation, and customer engagement. This evolution has been accelerated by the integration of advanced technologies, particularly Generative AI. Generative AI is playing a pivotal role in transforming Indian GCCs by enhancing customer experience, streamlining operations, fostering innovation, and optimising talent management.

The Messages from MachineCon GCC Summit 2024

By Balaji Narasimhan, Head of Operations | GCC Site Leader at TransUnion - "Navigating the Future with Innovation and Agility"

Balaji Narasimhan's message underscores the pivotal role of innovation and agility in steering Global Capability Centers (GCCs) towards a successful future. This dual focus on innovation and agility positions GCCs not just as operational hubs, but as strategic assets that drive business growth and transformation on a global scale.

By Avinash Samrit, Country Head – India & President – Global Capability at Clean Harbors - "Driving Excellence Through Strategic Global Capabilities"

Avinash Samrit's message highlights the importance of leveraging strategic global capabilities to achieve excellence in operations and service delivery. This approach ensures that GCCs are not merely support units but integral parts of the global strategy, driving continuous improvement and competitive advantage.

These messages from leaders at the MachineCon GCC Summit 2024 reflect a forward-thinking perspective on the role of GCCs, emphasising the need for continuous innovation, agility, and strategic integration to navigate the complexities of the global business landscape.

Fostering innovation is another significant benefit of GCCs. According to KPMG, GCCs are crucial in driving global business growth through technological advancements and workforce upskilling. They have evolved from performing back-office functions to becoming centers of excellence in innovation and operational efficiency. NASSCOM supports this view, noting that 80% of new GCCs prioritise AI/ML capabilities, emphasising the sector's focus on digital transformation to enhance organisational efficiency and global competitiveness​

How Generative AI is Transforming Indian GCCs

Enhancing Customer Experience AI-driven chatbots and virtual assistants have revolutionised customer interactions. These tools provide instant, accurate responses to customer queries, significantly improving customer satisfaction. By analysing customer data, Generative AI can personalise interactions, offering tailored recommendations and solutions, thereby enhancing the overall customer experience.

Streamlining Operations Generative AI automates routine tasks, freeing up human resources for more strategic roles. For instance, AI can handle data entry, report generation, and basic analysis, reducing the time and effort required for these tasks. Additionally, predictive analytics powered by Generative AI enables better decision-making by forecasting trends and identifying potential issues before they arise.

Innovation and Product Development Generative AI accelerates research and development by generating new ideas and solutions. In the tech industry, AI models can assist in coding and debugging, speeding up the development process. In creative industries, tools like DALL-E enable the creation of unique designs and concepts, pushing the boundaries of innovation.

Talent and Workforce Management Generative AI is transforming talent management by enhancing recruitment processes and employee development. AI-driven tools can screen resumes, conduct initial interviews, and assess candidates' skills, ensuring a more efficient hiring process. For existing employees, AI can provide personalised training programs, identify skill gaps, and suggest career development paths.

Case Studies of Indian GCCs Leveraging Generative AI

Example 1: A Multinational Tech Company. A leading multinational technology company established its GCC in India to support global operations. Facing challenges in managing a vast customer base and ensuring timely support, the company integrated Generative AI into its customer service processes. AI-driven chatbots were deployed to handle common queries, while more complex issues were escalated to human agents. This approach not only improved response times but also allowed human agents to focus on more critical tasks, enhancing overall efficiency and customer satisfaction.

Example 2: A Leading Financial Services Provider. A global financial services company leveraged Generative AI for financial modelling and risk assessment in its Indian GCC. By utilising AI algorithms, the company could analyse vast amounts of financial data to identify trends and predict market movements. This capability enabled the company to offer more accurate financial advice and create innovative financial products, gaining a competitive edge in the market.

The Future of Indian GCCs with Generative AI

The future of Indian GCCs is promising, with emerging trends and technologies poised to further enhance their capabilities. Key trends include the integration of AI with IoT (Internet of Things), creating smarter, more connected systems that improve operational efficiency. Additionally, AI-driven cybersecurity measures are enhancing data protection and reducing the risk of cyber threats. Advanced data analytics is another significant trend, leveraging AI to derive deeper insights from data, thereby driving informed decision-making.

However, the adoption of Generative AI also presents challenges. These include the need for upskilling the workforce, addressing ethical concerns, and ensuring data privacy. Overcoming these challenges will require collaboration between the government, industry, and academia to create a conducive environment for AI innovation.

Conclusion

Generative AI is a game-changer for Indian GCCs, transforming them into strategic assets that drive global business operations. By enhancing customer experience, streamlining operations, fostering innovation, and optimising talent management, Generative AI is helping Indian GCCs become the front office of the world. As technology continues to evolve, the potential for GCCs to create value and drive innovation will only increase, solidifying India's position as a global hub for business excellence.

(Disclaimer: The opinions expressed in this article are those of the writer. The facts and opinions expressed here do not reflect the views of ETV Bharat)

ETV Bharat Logo

Copyright © 2024 Ushodaya Enterprises Pvt. Ltd., All Rights Reserved.