Are Startup Acquisitions Replacing Traditional GCC Models in India?
By Shalini Mondal ·
Beyond traditional greenfield setups or build-operate-transfer (BOT) models, a growing number of global capability centres (GCCs) are entering India through startup acquisitions—prioritising talent, speed, and innovation over cost efficiency.
Guidewire entered India in 2017 by acquiring cyber risk startup Cyence.
Meanwhile, R Systems, a global IT services and digital solutions company, has set up a GCC in Mangaluru after acquiring local firm Novigo in a ₹400-crore all-cash deal earlier this year. Since 2011, the end-to-end IT solutions provider has specialised in full-cycle IT services and platform solutions.
“Novigo is a recognised brand locally, consistently ranked among the top three preferred companies to work for. This combination of great talent, high retention, and strong brand recognition made Mangaluru very attractive for us,” Nitesh Bansal, CEO, R Systems, had earlier told AIM.
The underlying logic is clear. Compared to greenfield or BOT models, startup acquisitions offer immediate operational readiness, access to proven teams, and existing intellectual property.
Talking to AIM, Piyush Kedia, CEO of compliance platform InCommon, states that many venture-backed companies can’t afford to invest in lengthy timelines for a greenfield setup. “The acquisition route compresses years of organic GCC building into a single transaction. We see this accelerating among mid-market companies that lack the brand gravity of Google or Microsoft,” he elaborates.
Challenging the GCC Label
The critical question for organisations is whether a startup can serve as the foundation of a GCC. For Guidewire, there was no such consideration when it entered India in 2017.
“The entry happened because there was a startup building a cyber risk product for global customers. That was a very different story,” Mohammed Anzy S, MD India, Guidewire Software, explains.
This acquisition became the foundation for Guidewire’s India operations. What began as a 70-member team has now scaled to over 650 employees, with India playing a central role in building core platforms—from data to cloud.
Post-acquisition, Guidewire expanded the startup’s scope significantly. “We had the cyber risk product… Then we built the data platform. Once that was in place, we asked—why not make it a holistic cloud platform? That’s how the Guidewire Cloud Platform evolved,” Anzy shares.
With over 15 product managers in India owning end-to-end charters—from customer conversations to value delivery—Guidewire’s model stands apart from traditional structures. It is building an agentic framework that allows customers to create AI agents—whether for policy, billing, or claims—while maintaining strict control over data access and decision-making authority.
However, Ashutosh Sharma, VP & Research head, Forrester, believes the ultimate decision comes down to value.
“This goes back to a fundamental question: what does the startup bring to the table?” he states. Companies typically acquire startups for two primary reasons—talent and intellectual property. However, the evaluation doesn’t stop there.
Valuation plays a crucial role, but more importantly, the acquisition must contribute meaningfully to the GCC’s broader mandate. “Ultimately, any acquisition must meaningfully enhance the value the GCC is expected to deliver to the broader organisation,” Sharma notes.
Acquisitions for Deeptech Focus
Anzy believes the future of India’s GCC ecosystem lies in smaller, high-impact teams and deeptech innovation rather than sheer scale. “You will see more nano GCCs… small teams delivering high-value outcomes leveraging AI capabilities.”
This shift demands a move away from headcount-driven models to capability-driven conversations, particularly in areas like AI, LLMs, and advanced computing.
One of the key challenges Anzy highlights is the lack of strong academia-industry collaboration in India. “It’s very tough to do co-innovation in India… academia is not incentivised for research or deeptech. They are judged on how many engineers they produce, not on patents or innovation,” he explains.
To address this, Guidewire has partnered with five universities, training students in insurance tech and AI. Its first cohort of 80 students recently graduated, contributing to a broader ecosystem of 15,000+ Guidewire platform professionals.
However, the path to positioning India’s deeptech startups as entry points for global innovation centres isn’t linear. “India is a very broad term. The first question is who is doing the positioning— is it the government or industry bodies?” Sharma ponders, adding that neither has direct control over startup direction or ambitions.
That said, India’s broader tech ecosystem does offer unique advantages. The country hosts a dense network of global technology players, including companies from the US, Europe, Japan, Israel, and Australia. This proximity creates a fertile environment for collaboration and innovation.
“Startups in select domains, particularly those offering AI technologies or AI-ready talent or, for that matter, any of the emerging technologies, can benefit from this close access to global technology leaders,” he notes.
Why Enterprise AI is Trust Over Hype
While AI adoption is growing, Anzy emphasises that enterprise environments require more than just capability. “In enterprise, what matters is trust, explainability, and transparency… any model must have guardrails,” he says.
When it comes to the long-term sustainability of India’s GCC boom, the number of jobs created may not matter in the long run. “You will create half a million or a million jobs… but that’s not a sustainable race. At some point, the same human capital advantage can become a liability if we don’t focus on deep tech,” he states.
He believes India’s next phase of growth will hinge on its ability to build advanced AI models and algorithms, strengthen compute and data architectures, and foster deeptech innovation through a thriving startup ecosystem—shifting the focus from scale to high-value, innovation-led capabilities.
Even though the idea of GCCs entering India through startup acquisitions is gaining attention, Sharma cautions against viewing it as a one-size-fits-all approach. While the model offers speed and access to talent, its applicability depends largely on the type of startup and the GCC's strategic intent.
“This is an interesting idea, but it applies only to certain types of GCCs and startups,” Sharma notes.
Startups are typically built to serve their own customers—either enterprise clients or retail markets, which may not always align with a GCC’s objectives. For instance, startups focused on India’s domestic retail market may offer limited value to GCCs without a strong local focus.
Similarly, acquiring B2B startups with external clients can introduce operational and strategic complexities.
However, there are exceptions. “Some hi-tech GCCs may still consider this approach,” he says, particularly when the startup offers niche capabilities.
The key, therefore, lies in careful selection. GCCs must evaluate whether a startup provides the right strategic fit—whether through specialised talent, proprietary intellectual property, or the ability to bridge a specific technology gap.