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Dr. Rajneesh Kumar Singh
Sharda University, Greater Noida India
rajneesh.singh@sharda.ac.in
Abstract
In the contemporary landscape of multinational IT operations, organizations face multifaceted challenges in governance, risk management, and compliance (GRC). Traditional GRC approaches often fall short in addressing the complexities of global operations, necessitating the adoption of data-driven frameworks. This manuscript delves into the integration of data analytics within GRC frameworks to enhance control effectiveness across diverse IT environments. By examining existing literature, identifying research gaps, and proposing a robust methodology, this study aims to provide a comprehensive understanding of how data-driven GRC frameworks can fortify control mechanisms in multinational IT operations.
Keywords
Data-Driven GRC, Control Effectiveness, Multinational IT Operations, Governance, Risk Management, Compliance, Analytics Integration, Global Operations, IT Governance, Regulatory Compliance
References
- Eisenberg, I. W., Gamboa, L., & Sherman, E. (2025). The Unified Control Framework: Establishing a Common Foundation for Enterprise AI Governance, Risk Management and Regulatory Compliance. arXiv. https://arxiv.org/abs/2503.05937
- McKinsey & Company. (2025). Governance, risk, and compliance: A new lens on best practices. https://www.mckinsey.com/capabilities/risk-and-resilience/our-insights/governance-risk-and-compliance-a-new-lens-on-best-practices
- MetricStream. (2024). Governance, Risk, and Compliance (GRC) Framework. https://www.metricstream.com/whitepapers/GRC-framework.htm
- IBM. (2025). What is GRC (Governance, Risk and Compliance)? https://www.ibm.com/think/topics/grc
- Redpoint Cybersecurity. (2024). GRC Frameworks Explained. https://www.redpointcyber.com/insights/blog/governance-risk-compliance-grc-framework/
- SteelPatriot Partners. (2024). GRC Governance for IT: Business Alignment and Effectiveness. https://resources.steelpatriotpartners.com/grc-governance-for-it-business-alignment-and-effectiveness
- TrustCloud. (2025). Powerful data-driven compliance for smarter risk control. https://community.trustcloud.ai/docs/grc-launchpad/grc-101/risk-management/data-driven-compliance-leveraging-analytics-for-effective-risk-management/
- ISO/IEC JTC 1/SC 40. (2025). https://en.wikipedia.org/wiki/ISO/IEC_JTC_1/SC_40
- Wikipedia. (2025). Governance, risk and compliance. https://en.wikipedia.org/wiki/Governance,_risk_and_compliance
- Wikipedia. (2025). COBIT. https://en.wikipedia.org/wiki/COBIT