Global Capability Center Management

Stop calling it a Capability Center. Start calling it what it should be — a Growth Catalyst Center. When a company opens an office in London or Toronto, no one calls it a “Global Capability Center.” It’s simply “our London office” or “the Toronto product team.” But when it’s in India? It suddenly becomes a GCC, a BOT, an offshore unit, or a captive—as if it’s something separate. Something lesser. It’s time to change that. India is not just a talent destination. For companies that approach it with the right intent, it becomes a true Growth Catalyst—a place that accelerates innovation, expands business capacity, and unlocks new revenue opportunities. Take Intuit, for example. When we opened the Bangalore office, the goal wasn’t to reduce costs. It was to build a product ecosystem that could move faster, innovate locally, and scale globally. That center didn’t just support the business—it helped shape it. Many of Intuit’s global leaders emerged from that office. Some of its most significant AI and platform innovations were born there. It became a driver of growth, not a cost center. The difference? Intuit treated it as an integral part of the business—not an exception to it. So perhaps it’s time we rebrand GCCs as what they truly are: Growth Catalyst Centers—designed to deliver speed, scale, innovation, and strategic advantage. Not a support function. Not a delivery center. But a growth engine. To make this real, we need a mindset shift—from global leaders and India leaders alike. Let’s give India centers the identity, ownership, and purpose they truly deserve. Zinnov Amita Goyal Karthik Padmanabhan Mohammed Faraz Khan Namita Adavi Dipanwita Ghosh Hani Mukhey Komal Shah Sagar Kulkarni ieswariya

India: Beyond Code and Cost As an ecosystem well wisher and participant GCC Leader, Over the past few weeks, I’ve had the privilege of meeting several Fortune company CXOs who are preparing to establish or expand their Global Capability Centres (GCCs) in India — especially in Hyderabad, which now leads the country in attracting new GCC investments. But what’s powering this shift goes beyond code and cost. It’s about Cognitive (AI +NI) fluency — and a cultural fluency that runs thousands of years deep. In today’s VUCA world — defined by volatility, uncertainty, complexity, and ambiguity — India has become a source of stability and scale for global enterprises. The country’s unique blend of technical excellence, adaptability, and human-centered intelligence is helping organizations build resilience amid global disruptions. India’s strength is not accidental — it’s rooted in a 5,000-year-old learning culture. From the Gurukul system, where learning meant living, sharing, and growing together under a Guru’s guidance, to Nalanda University, the world’s first global learning hub in 5th century BC, education in India has always been holistic — developing not just the intellect but the character. That legacy continues today. With 3 million graduates produced annually, India is the talent capital of the world. Our people’s deep cultural grounding and curiosity have evolved into something powerful: cultural fluency, the ability to collaborate across borders with empathy and nuance. Now, this is converging with Cognitive (AI )fluency. Indians are among the fastest adopters of AI globally, bridging technology and human intuition like no other workforce. It’s no surprise that India now hosts 1,800+ Global Capability Centres, employing over 2 million professionals and contributing an estimated USD 64 billion to the global enterprise value chain. These GCCs are not just back offices — they are strategic leadership hubs, driving innovation, transformation, and global decision-making. Whatever business you lead — India based GCC is no longer just an option. It’s the launchpad for global leadership and to be the leader, not a laggard in next economic cycle. Culture and congnitive (AI) fluency are the new catalysts for GCCs now. #GCCs #ANSR #GlobalCapabilityCentres Lalit Ahuja, Prakash Bodla, Pari Natarajan,Sameer Dhanrajani, Sandeep Sharma,Rajesh Kumar Ojha,Kanwar Singh,Sailaja Josyula (She / Her)

𝐑𝐞-𝐰𝐫𝐢𝐭𝐢𝐧𝐠 𝐭𝐡𝐞 𝐠𝐥𝐨𝐛𝐚𝐥 𝐰𝐨𝐫𝐤 𝐩𝐥𝐚𝐲𝐛𝐨𝐨𝐤. 📝 After 20 years of helping Fortune 500s build Global Capability Centers, we've watched the same notion get passed around: Go big, big brands win go to the metros. That playbook is changing. We're releasing our 𝗘𝗺𝗲𝗿𝗴𝗶𝗻𝗴 𝗘𝗻𝘁𝗲𝗿𝗽𝗿𝗶𝘀𝗲𝘀' 𝗚𝗖𝗖𝘀 𝗶𝗻 𝗜𝗻𝗱𝗶𝗮 – 𝗟𝗮𝗻𝗱𝘀𝗰𝗮𝗽𝗲 𝗥𝗲𝗽𝗼𝗿𝘁 2025, and the data tells a different story. 𝟲𝟭𝟬+ 𝗲𝗺𝗲𝗿𝗴𝗶𝗻𝗴 𝗲𝗻𝘁𝗲𝗿𝗽𝗿𝗶𝘀𝗲𝘀 have already planted their flags in India, including 64% 𝗼𝗳 𝗻𝗲𝘄 𝗚𝗖𝗖𝘀 𝘀𝗶𝗻𝗰𝗲 2020 that 𝗮𝗿𝗲 𝗣𝗘-𝗯𝗮𝗰𝗸𝗲𝗱. These aren't your traditional centers built for scale but for talent arbitrage. They're lean. They're digital-first (and increasingly, "AI First"?) . They're outcome-obsessed. These centers are prioritizing 𝗔𝗜, 𝗲𝗻𝗴𝗶𝗻𝗲𝗲𝗿𝗶𝗻𝗴, 𝗰𝗹𝗼𝘂𝗱, 𝗰𝘆𝗯𝗲𝗿𝘀𝗲𝗰𝘂𝗿𝗶𝘁𝘆, 𝗮𝗻𝗱 𝗽𝗿𝗼𝗱𝘂𝗰𝘁 𝗶𝗻𝗻𝗼𝘃𝗮𝘁𝗶𝗼𝗻 over headcount metrics. The shift is profound: ➡️ 𝗦𝗽𝗲𝗲𝗱 𝗼𝘃𝗲𝗿 𝘀𝗰𝗮𝗹𝗲 – operational in months, not years ➡️ 𝗜𝗻𝗻𝗼𝘃𝗮𝘁𝗶𝗼𝗻 𝗼𝘃𝗲𝗿 𝗮𝗿𝗯𝗶𝘁𝗿𝗮𝗴𝗲 – building products, not just supporting them ➡️ 𝗧𝗮𝗹𝗲𝗻𝘁 𝗱𝗲𝗻𝘀𝗶𝘁𝘆 𝗼𝘃𝗲𝗿 𝘁𝗮𝗹𝗲𝗻𝘁 𝘃𝗼𝗹𝘂𝗺𝗲 – Hire most critical talent, scale-quick This a fundamental restructuring of how global work gets done and I'm confident that it will prove that global capabilities centers are not just for the large enterprises. The emerging enterprises aren't following the GCC playbook—𝘁𝗵𝗲𝘆'𝗿𝗲 𝘄𝗿𝗶𝘁𝗶𝗻𝗴 𝘁𝗵𝗲𝗶𝗿 𝗼𝘄𝗻. 🔗 Link to download the full report in comments.

Is your GCC designed to deliver true business value - or is it becoming a standalone power center? As Global Capability Centers (GCCs) continue to scale, evolve and transform, the organization design of their leadership structure plays a critical role in ensuring they drive sustained value and enterprise-wide collaboration. Rather than defaulting to traditional hierarchies or regional control, modern GCC leadership should operate through integrated reporting lines—deeply aligned with global business units while maintaining strong functional and content partnerships across the enterprise. Here’s why this matters: ✅ Business-First Outcomes Leadership is embedded within business priorities—accountable not to regions or silos, but to enterprise outcomes that deliver measurable impact. ✅ Avoiding Power Centers GCCs should not become political or organizational hubs of control. Instead, they must act as enablers—driving transformation, agility, and innovation without competing with the broader enterprise. ⚠️ The Risk When a GCC evolves into a standalone entity, it can become disconnected from core business needs-leading to duplicated efforts, misalignment, and slower decision-making. Ultimately, this erodes trust and diminishes the value the GCC was meant to deliver. ✅ Collaborative Governance Key decisions are made in close partnership with global stakeholders—fostering transparency, shared accountability, and alignment. ✅ Empowered Talent This structure gives local teams autonomy while staying deeply connected to the global mission—nurturing a sense of ownership, purpose, and growth. Bottom line: A successful GCC isn’t built on control—it’s built on co-creation. With the right leadership model, your GCC becomes agile, aligned, and future-ready—delivering business value where it matters most. Happy to hear your thoughts. #GCCLeadership #GlobalCapabilityCenter #GCC #BusinessValue #EnterpriseAlignment #CollaborationOverControl #GBS #SBO

Most companies don’t have a technology problem. They have a translation problem. After 20+ years across manufacturing, FMCG, FMCD, Process, chemicals and global capability centers (GCC), I’ve seen this play out again and again: Great strategy. Serious investments. Best-in-class tools. …but outcomes that don’t quite match the ambition. A few months ago, I was fortunate to receive the Cloud Innovator Award. While awards are always encouraging, what stayed with me wasn’t the technology we implemented, it was how we approached the problem. We didn’t start with cloud. We started with a business question. What are we trying to improve, and why does it matter? The real gap isn’t AI, cloud, or SAP It’s this disconnect: → Tech teams talk platforms → Business teams talk outcomes → Leadership expects transformation And somewhere in between, value gets diluted. A simple example In one transformation, the ask was straightforward: “Let’s use AI in manufacturing.” Instead of jumping into tools, we stepped back. The real need was: → Improve plant productivity → Reduce variability → Enable faster decision-making AI became the enabler—not the objective. The outcome? ~10% productivity improvement—because we aligned data, process, and people around a clear goal. The same lesson applies to GCCs Many organizations still look at GCCs as: → Cost centers → Delivery engines But that’s a limited view. When done right, they become: → Capability hubs → Innovation engines → Strategic extensions of global teams I’ve been part of journeys where GCCs evolved from a few hundred people to 2,500+, moving from execution to ownership across SAP, data, and digital. What made the difference? - Not talent. - Not location. - Clarity of purpose + operating model. What actually drives business impact? In my experience, it comes down to a few shifts: 1. From projects → platforms Build capabilities that scale. 2. From dashboards → decisions Insights matter only when they drive action. 3. From IT delivery → business partnership Co-create, don’t just implement. 4. From cost focus → value creation (especially in GCCs) That’s where transformation really begins. Where I see things heading Technology will keep evolving - AI, cloud, data, all of it. But the real differentiator will be leaders who can: → Translate business needs into technology outcomes → Build teams that think beyond execution → Create ecosystems that scale impact globally What continues to excite me is solving these kinds of problems - bringing together business context, technology, and people to create something meaningful. Always open to conversations where there’s an opportunity to build, scale, or transform with impact. Curious how others are seeing this play out - especially in GCC or manufacturing environments. #CIOLeadership #DigitalTransformation #GlobalCapabilityCenters #BusinessImpact #CloudTransformation #AIinBusiness #LeadershipMatters #GCCIndia #StrategyExecution

*35% of the global Fortune 500 companies have their Global Capability Centres (GCCs) in India.* Companies establish Global Capability Centers (GCCs) in India primarily to leverage its vast pool of skilled talent, achieve cost savings, and gain access to a supportive ecosystem for innovation and digital transformation. These centers have evolved from basic cost arbitrage to strategic hubs driving innovation and global product ownership. 1. Access to Talent: Skilled Workforce: India boasts a large and growing pool of skilled professionals, particularly in areas like IT, engineering, data science, and AI. This attracts companies seeking specialized expertise for various functions. Elite Graduates: Institutions like the IITs (Indian Institutes of Technology) produce top-tier graduates sought after by global companies. 2. Cost Advantages: Lower Operational Costs: Compared to many Western countries, India offers a lower cost of living and operational expenses, leading to significant cost savings for companies setting up GCCs. Competitive Labor Costs: The cost of hiring skilled professionals in India is generally lower than in developed nations, contributing to overall cost reduction. 3. Strategic Importance: Innovation Hubs: GCCs in India are increasingly becoming centers for innovation, driving digital transformation and developing new products and services. Product Development and R&D: Companies are utilizing Indian GCCs for research and development, including product development and core engineering functions. Strategic Alignment: GCCs are strategically aligned with the parent company's goals, ensuring that their activities support the overall business objectives. Agility and Scalability: GCCs provide the agility and scalability needed to respond quickly to market changes and evolving customer needs. 4. Supportive Ecosystem: Government Policies: The Indian government has implemented policies designed to attract and support foreign companies establishing GCCs. Digital Infrastructure: India has invested heavily in digital infrastructure, which is crucial for the smooth operation of GCCs. Partner Ecosystem: GCCs benefit from a strong partner ecosystem that includes industry consortia, academia, and startups, facilitating rapid innovation. Proximity to Emerging Markets: India's strategic location provides GCCs with access to emerging Asian markets, allowing companies to understand local consumer behavior and adapt products for regional preferences.

GCCs are no longer the back office. They’re fast becoming the brain.  We’re at the final post of this #MarginNotes series, where I dive into the reinvention of GCCs.  I call it GCC 4.0. And it's not just a step forward, it’s a total reset in how we think about what these centers can be. Here’s the big shift: GCCs are no longer on the sidelines. They’re becoming the engine room. The place where ideas are shaped, talent converges, and business transformation takes flight. Some trends I’m seeing up close:  🔹 GCCs are turning into shared ecosystems where vendor partners, in-house teams, and global functions all work side by side, under one roof  🔹 They’re plugging into India’s buzzing startup, tech, and academic scene and becoming serious launchpads for innovation  🔹 They’re breaking down business silos, tying together different regions and business lines like never before  🔹 We’re seeing a shift away from linear reporting structures, enhancing cohesion with the parent company  🔹 More Indian leaders are taking the reins of global capabilities, and it’s honestly exciting to watch  🔹 GCCs are owning several global horizontal capabilities, leading to more homegrown leaders with global roles  🔹 Talent is now truly global, with expats, tech specialists, and partners all in the mix, and collaboration has become non-negotiable What I particularly find interesting is that for many global companies, GCCs are becoming the gateway into the Indian market itself. That’s a huge shift in narrative; one I’ve seen play out again and again in markets around the world. At Chubb, we’re leaning into all of this. Our engineering centers in India, Greece, and Mexico aren’t just delivery ops. They’re where we’re building platforms, testing ideas, and backing leadership that’s bold, smart, and future-ready. If you're rethinking your GCC model or just excited about where this space is headed, let’s swap notes. #LifeAtChubb #ChubbIndia #ChubbEngineering #GCCEvolution  

𝑩𝑷𝑶 𝒔𝒂𝒗𝒆𝒅 𝒄𝒐𝒔𝒕𝒔. 𝑲𝑷𝑶 𝒂𝒅𝒅𝒆𝒅 𝒌𝒏𝒐𝒘𝒍𝒆𝒅𝒈𝒆. 𝑩𝒖𝒕 𝑮𝑪𝑪𝒔? 𝑻𝒉𝒆𝒚 𝒃𝒖𝒊𝒍𝒅 𝒔𝒕𝒓𝒂𝒕𝒆𝒈𝒚, 𝒊𝒏𝒏𝒐𝒗𝒂𝒕𝒊𝒐𝒏, 𝒂𝒏𝒅 𝒇𝒖𝒕𝒖𝒓𝒆 𝒗𝒂𝒍𝒖𝒆. 𝑯𝒆𝒓𝒆’𝒔 𝒘𝒉𝒚 𝑮𝑪𝑪𝒔 𝒂𝒓𝒆 𝒃𝒆𝒄𝒐𝒎𝒊𝒏𝒈 𝒕𝒉𝒆 𝒎𝒐𝒅𝒆𝒍 𝒐𝒇 𝒄𝒉𝒐𝒊𝒄𝒆 𝒐𝒗𝒆𝒓 𝑩𝑷𝑶 𝒂𝒏𝒅 𝑲𝑷𝑶 𝒔𝒆𝒕𝒖𝒑𝒔: 1. 𝐅𝐮𝐥𝐥 𝐎𝐰𝐧𝐞𝐫𝐬𝐡𝐢𝐩 & 𝐂𝐨𝐧𝐭𝐫𝐨𝐥 → Wholly owned by the parent company → Stronger IP protection, data security, and cultural alignment 2. 𝐓𝐚𝐥𝐞𝐧𝐭 𝐀𝐜𝐪𝐮𝐢𝐬𝐢𝐭𝐢𝐨𝐧 & 𝐑𝐞𝐭𝐞𝐧𝐭𝐢𝐨𝐧 → Directly managed hiring and training → Clear career progression, higher retention, stronger cultural fit 3. 𝐈𝐧𝐧𝐨𝐯𝐚𝐭𝐢𝐨𝐧 & 𝐒𝐭𝐫𝐚𝐭𝐞𝐠𝐢𝐜 𝐅𝐨𝐜𝐮𝐬 → GCCs drive R&D, AI, analytics, and digital transformation → BPO/KPOs mainly handle transactional or predefined processes 4. 𝐂𝐨𝐬𝐭 𝐄𝐟𝐟𝐢𝐜𝐢𝐞𝐧𝐜𝐲 + 𝐐𝐮𝐚𝐥𝐢𝐭𝐲 → GCCs balance long-term ROI and scalability → BPOs deliver immediate cost cuts but less control and continuity 5. 𝐈𝐧𝐭𝐞𝐠𝐫𝐚𝐭𝐢𝐨𝐧 & 𝐂𝐮𝐥𝐭𝐮𝐫𝐚𝐥 𝐀𝐥𝐢𝐠𝐧𝐦𝐞𝐧𝐭 → GCCs act as true extensions of HQ teams → Outsourcing often struggles with integration and alignment 6. 𝐂𝐨𝐧𝐬𝐨𝐥𝐢𝐝𝐚𝐭𝐞𝐝 𝐆𝐨𝐯𝐞𝐫𝐧𝐚𝐧𝐜𝐞 → GCCs centralize operations for efficiency and visibility → BPO/KPO models often remain fragmented and vendor-dependent 𝐖𝐡𝐞𝐧 𝐭𝐨 𝐂𝐡𝐨𝐨𝐬𝐞 𝐆𝐂𝐂𝐬? ✔ If innovation, governance, and long-term growth matter most. ✔ BPO/KPO still work for short-term scalability and non-core tasks. 𝐈𝐧𝐝𝐢𝐚: 𝐓𝐡𝐞 𝐆𝐂𝐂 𝐇𝐮𝐛 With its talent pool, digital infrastructure, and government incentives, India has become the world’s preferred destination—transforming GCCs into innovation hubs, not just cost centers. 𝐓𝐡𝐞 𝐛𝐨𝐭𝐭𝐨𝐦 𝐥𝐢𝐧𝐞: GCCs are no longer offshore alternatives. They are strategic growth engines, blending talent, technology, and innovation into global business strategies. Have you made the shift to a GCC? What tipped the scales for your organization? 𝐒𝐨𝐮𝐫𝐜𝐞𝐬: Altre Insights, Inductus GCC, Supersourcing, Zinnov, Deloitte, PwC, Optimar Consulting (2023-2025) #GCC #IndiaTech #DigitalTransformation #Innovation #Outsourcing #BusinessStrategy #FutureOfWork

I remember sitting in rooms in the early 90s with the founders of what would become India's IT giants - Infosys, TCS and Wipro. The big idea then was radical: move technology, engineering and business processes to 'ODC' centers in India to harness talent and drive efficiency. We called it R&D Externalization or "offshoring," and it was the first great wave of business transformation. We wrote the playbook on scaling global operations, focusing on metrics like cost-per-engineer and transaction speed. That playbook built an entire industry. Today, that playbook is a historical document. It's obsolete. The very concept of a Global Capability Center (GCC) as a "back office" is the single biggest risk to enterprise's future. Continuing to measure GCCs on cost-arbitrage alone is like valuing a smartphone based on its ability to make calls. We are in the second, more profound wave: The AI Reinvention. GCCs are no longer just executing processes; they are becoming the "Global Brain" of the enterprise, hubs of innovation, data intelligence, and strategic value creation. At Tholons, our data on this shift is unequivocal. GCCs that are pivoting from a cost-focus to an AI-first model are achieving staggering results: 🚀 40% faster product development cycles by integrating GenAI into R&D and prototyping right within their India centers. 💡 3X increase in patent filings originating from their GCCs, turning them into core innovation engines. 💰 25-30% direct impact on top-line revenue through AI-driven market analysis, customer personalization, and product innovation developed in-house. This isn't a "lift and shift" of tasks. This is a "lift and transform" of entire business functions. It requires a radical shift in mindset, from leadership to the developers on the ground. It demands new talent strategies, new operating models, and, most importantly, new metrics for success. Having helped build the first wave with leading companies and Fortune 500 clients, and now leading the second with Tholons and a new set of AI-First strategic partners, the opportunity has never been greater. We aren't just offshoring work; we are globalizing intelligence. Let every GCC leader ask the question: Is the GCC still running on the 90s playbook, or are we building our enterprise's Global Brain? #GCC #GlobalCapabilityCenter #AI #Innovation #Tholons #GenAI Frank Pendle Aparna Thakur Phil Fersht Saurabh Gupta Kiran Kumar PV Abhay Vashistha Ankita Vashistha Yogesh Sharma Kishore Ramnani