Case Studies
This page showcases our successful projects and strategies through detailed case studies. Discover the challenges we have tackled and the effective solutions we implemented, proving how we can empower you to achieve similar success.
Global Banking GCC: AI Transforming Risk Operations Global Banking GCC: AI Transforming Risk Operations
A leading European banking institution established its India GCC primarily to support financial reporting and operational analytics.
Initially, the mandate focused on standard reporting, reconciliation and regulatory support.
Over time, the leadership recognised that the India team possessed deep expertise in artificial intelligence, predictive analytics and financial modelling.
Instead of limiting the GCC to reporting functions, the organisation expanded its mandate.
The India GCC was entrusted with developing AI-powered risk prediction models capable of analysing transaction behaviour, detecting anomalies and supporting regulatory compliance across multiple geographies.
The impact was significant. The initiative improved risk visibility, accelerated compliance monitoring and enabled the GCC to influence enterprise-wide risk decisions across multiple markets.
Rather than simply producing reports, the GCC began influencing risk decisions globally.
The initiative improved risk visibility, accelerated compliance monitoring and enabled the GCC to influence enterprise-wide risk decisions across multiple markets. Rather than simply producing reports, the GCC began influencing risk decisions globally.
The project also enabled stronger collaboration between business teams, technology specialists and compliance leaders.
Business Outcome:
The initiative reduced manual risk assessment effort, improved fraud detection capabilities and strengthened regulatory compliance across multiple markets. More importantly, the India GCC evolved from a reporting function into a strategic partner influencing enterprise-wide risk management and AI-driven decision-making.
Key Learning:
Innovation accelerates when GCCs are entrusted with solving strategic business problems rather than executing operational tasks. AI creates the greatest enterprise value when combined with ownership, governance and business accountability.
Automotive Engineering GCC: Driving the Future of Mobility
A global automotive manufacturer established its engineering GCC in India to support embedded software development.
Initially, engineering teams executed specifications received from headquarters.
As the organisation accelerated its electric vehicle and autonomous driving programmes, product complexity increased dramatically.
Leadership recognised that innovation could no longer remain centralised. The India GCC was given end-to-end ownership of selected software platforms related to vehicle diagnostics, connected mobility and AI-assisted driver support.
Cross-functional teams comprising software engineers, product managers, cybersecurity specialists and data scientists collaborated directly with global business leaders.
The outcome extended well beyond software development. The GCC became a strategic contributor to the organisation's future mobility roadmap and assumed ownership of key platforms supporting next-generation mobility initiatives across global markets.
Business Outcome:
The new operating model accelerated product development cycles, improved software quality and enabled faster delivery of connected vehicle capabilities across global markets. The India GCC became a key contributor to product innovation rather than simply an engineering execution centre.
Key Learnings:
Competitive advantage is created when GCCs own products, platforms and customer outcomes—not just engineering capacity. Innovation flourishes where responsibility and decision-making move closer to capability.
Healthcare GCC: Improving Patient Outcomes Through Data Innovation
A multinational healthcare technology organisation initially established its GCC to support application maintenance and quality assurance. However, increasing volumes of healthcare data created new opportunities.
The organisation invested in advanced analytics, cloud engineering and machine learning capabilities within the India GCC.
Over time, multidisciplinary teams developed predictive models that supported hospital resource planning, patient outcome analysis and clinical decision support.
The GCC evolved into an innovation centre where clinicians, technologists and AI specialists worked together to solve complex healthcare challenges.
The organisation achieved faster product releases while simultaneously improving customer value.
Business Outcome:
The organisation improved clinical decision support, strengthened operational planning and accelerated digital healthcare innovation across its global business. The India GCC became a strategic innovation hub that combined AI, healthcare expertise and enterprise data to deliver measurable business outcomes.
Key Learnings:
The future of healthcare innovation lies at the intersection of clinical expertise, AI and enterprise capability. GCCs become true innovation centres when technology teams deeply understand business priorities and patient outcomes.