Subbiah Subramanian
Vice President, Product - Investment Data Management
Subbiah Subramanian is a Business and Technology Executive with over 20 years of experience in the Financial Services sector. Known for his extensive expertise in data and analytics, Subbiah brings a strategic, execution-focused approach to his roles. He has a proven track record of consistently meeting specialized customer needs, catalyzing business performance and growth, and establishing himself as a transformative force in the industry.
During his tenure at the Depository Trust & Clearing Corporation (DTCC), Subbiah stood up a data office to oversee the strategy, execution, stewardship, and ongoing business operations concerning firm data across various business units. He established a robust data strategy framework, introduced Cloud-Native technology, and led DTCC’s initiative to use Artificial Intelligence and Machine Learning technology.
In his role as Senior Vice President and Global Head of Alpha Data Services/Data GX at State Street Corporation, Subbiah led an international team of over 400 professionals across 10 countries. He was instrumental in establishing and managing a business division dedicated to offering outsourced data management services and delivering State Street data to worldwide clients.
Subbiah’s experience extends to BNY Mellon, where he started as a Product Manager before being promoted to Global Head of Managed Data Services. He effectively led a multi-disciplinary team, supervised front-office services for global clients, and established strategic vision for service offerings. He holds a Master of Science in Investment Management from Boston University and a Bachelor of Engineering from the University of Madras. He has completed finance and control coursework at Harvard University Extension School and holds a Snowflake SnowPro Certification.
In today’s fast-paced investment landscape, change is constant, and the rise of alternative investments is reshaping how institutional investors operate. From private equity and hedge funds to infrastructure and real estate, alternative assets are becoming a significant part of portfolios. The rapid increase in Assets Under Management (AUM)—doubling every two to three years—highlights this shift, with alternatives now constituting up to 25% of institutional holdings. While this evolution presents valuable opportunities, it also brings about challenges that require a strategic, data-driven approach to investment management.
Data Extraction: A Critical Foundation
Data extraction is the first step in Clearwater’s approach to investment management. The process involves systematically gathering accurate and relevant data, a task made more efficient through the application of advanced General AI (GenAI) technologies. This is not just about collecting vast amounts of information; it’s about ensuring that the data is precise, consistent, and reflective of current market trends. With the investment landscape evolving rapidly, having reliable data is crucial for making informed decisions.
Clearwater’s data extraction capabilities empower clients to tap into a wealth of information from various sources, including market reports, financial statements, and real-time market data. This breadth of data enhances the overall quality of insights clients can derive. By utilizing GenAI, Clearwater continuously refines its extraction processes, ensuring clients benefit from the most up-to-date insights that can drive investment strategies effectively.
Data Management: Quality and Integrity Matter
Once data is extracted, Clearwater emphasizes effective data management—a critical component for any investment strategy. The platform is designed to ensure data quality at scale, leveraging thousands of normalization models and more than two thousand data feeds. This robust infrastructure not only aggregates data but also enhances its reliability, enabling clients to trust the information on which they base their decisions.
Maintaining data lineage is a key feature of Clearwater’s management practices. By allowing clients to track the history and evolution of their data, Clearwater helps them understand how various factors affect performance over time. This transparency is particularly vital for risk assessment and compliance, giving clients clarity in a landscape that often features complex regulatory requirements.
The linking of data points at the business level allows for deeper insights into portfolio performance. By providing a comprehensive view of risk exposure and asset concentration, Clearwater equips clients to make informed decisions in real-time. This level of detail enables institutional investors to quickly adjust their strategies in response to market changes, ensuring they remain competitive.
Data Collaboration: Fostering Connections
Data collaboration is essential in the investment landscape, and Clearwater excels at facilitating it. The platform goes beyond simple data aggregation by creating a seamless ecosystem that integrates clients’ proprietary data with that of Limited Partners (LPs) and General Partners (GPs). This integration fosters collaboration among stakeholders, allowing for the generation of real-time insights and streamlined reporting.
Effective collaboration means that clients can share important information swiftly and engage in strategic discussions about their investments. For instance, by generating exposure reports and client statements with ease, Clearwater enables clients to focus on strategy rather than logistics. This collaboration is beneficial not just for immediate operational needs, but also for fostering strong relationships among all parties involved.
Moreover, Clearwater’s collaborative approach enhances the decision-making process. By providing a platform that supports data sharing and communication, clients can better align their objectives with those of their partners, leading to more robust investment strategies and improved outcomes. This environment of cooperation is essential in today’s interconnected market, where understanding the perspectives of various stakeholders can impact overall success.
The Clearwater Advantage: Solutions for the Future
Ultimately, Clearwater aims to create solutions that are not only relevant today but also adaptable for the future. By focusing on data extraction, management, and collaboration, Clearwater prepares its clients to navigate the complexities of investment management effectively. This comprehensive approach is setting new standards in the field of alternative investments.
In a world where institutional investors are looking for a complete understanding of their portfolios, Clearwater provides the necessary tools for proactive decision-making. The platform’s cloud-based infrastructure supports real-time monitoring while offering clients the flexibility they need to stay informed and responsive.
Furthermore, Clearwater emphasizes the importance of building long-term, scalable solutions. It recognizes that the investment landscape will continue to evolve, and clients must have the capacity to adapt to changes quickly. By offering a technology-driven platform that prioritizes flexibility and scalability, Clearwater helps its clients position themselves for future opportunities and challenges.
In summary, Clearwater is redefining investment management by maximizing the use of data through careful extraction, thorough management, and collaborative strategies. This approach equips clients with the insights required to anticipate and respond to future changes in the market. By prioritizing innovation and adaptability, Clearwater ensures that its clients are not just keeping up but are well-positioned to succeed in the evolving world of alternative investments. With Clearwater, navigating the future of investment management becomes a clear and achievable goal.
Get more info in our on-demand webinar, Data Management for Alternative Assets at Scale.