Leerink Partners Embarks on Data Modernization Strategy to Drive Innovation and Growth
Challenges
Following its separation from Silicon Valley Bank (SVB) Financial Group, Leerink's business and IT leaders began re-envisioning their technology strategy with a forward-looking perspective, focusing on several key areas, including the modernization of data infrastructure. This included enhancing their data capabilities to leverage the full potential of SaaS solutions and cloud technologies in support of their growth objectives. While the firm had historically addressed its diverse business needs through a custom in-house solution, it recognized the need to innovate rapidly in order to stay ahead of industry trends, remain competitive, and take advantage of emerging advanced technology capabilities.
With a key focus on enhancing data engineering capabilities, Jeff Gerson, Leerink’s Chief Information Officer, devised a multi-faceted approach to adopt SaaS solutions and modernize its data analytics platform, aimed at meeting the complex data analysis and reporting needs of management and business lines, while also exploring the potential of new AI capabilities. The challenge lay in executing these initiatives simultaneously and cost-effectively, without disrupting ongoing business operations. The adoption of new SaaS solutions also required near real-time data transformation, validation, and synchronization with legacy systems to support critical business processes. Balancing modernization efforts with the need to maintain business continuity was a significant challenge, particularly for a lean team.
Changing the Engine Mid-Air
Leerink has a long-standing history of collaborating with key vendors and leveraging their specialized expertise to successfully execute critical initiatives. The transition back to being a privately-owned organization brought significant changes across systems, processes, and personnel, creating the challenge of advancing technological capabilities while concurrently modernizing its core systems and infrastructure. In 2023, the Leerink team embarked on the ambitious task of implementing several new enterprise systems, including a CRM solution, while simultaneously developing a modern data platform to support CRM needs and beyond. To ensure the success of these large-scale, parallel initiatives, Leerink’s CIO engaged expert data consultants to align strategy and manage interdependent efforts. The Clarista team was brought on board to guide the design and implementation of a modern data solution that would achieve two key objectives: establishing a secure, governed bridge between legacy and modern systems, and laying the foundation for the firm’s long-term analytics and AI capabilities
To address these challenges, a strategic three-step implementation plan was developed to ensure a smooth transition while preserving business continuity:
In the initial phase, Leerink embarked on an ambitious dual transformation: implementing a new CRM solution while simultaneously developing a modern data platform. Working in close collaboration with the Clarista team, they designed and deployed an Azure data lake that would serve as the cornerstone of their modernization efforts. This wasn't just about creating storage—it was about building an intelligent bridge between their legacy systems and the future. The team carefully orchestrated secure connectivity pathways between on-premises systems and the cloud environment, ensuring sensitive data could flow safely and efficiently. This foundation phase, though technically complex, was executed with remarkable precision, creating a scalable infrastructure that could support both immediate CRM needs and future innovation initiatives.
With the infrastructure in place, Leerink moved into the crucial phase of data management and integration. At the heart of this phase was Clarista's Data Fabric technology, which enabled the creation of a network of 22 bi-directional data interfaces. This sophisticated system achieved what seemed impossible: near real-time synchronization between legacy systems and the new CRM platform, with updates occurring every two minutes. The team tackled one of their most significant challenges head-on—backward compatibility with legacy systems. They developed intelligent transformation logic that could handle complex legacy stored procedures while preserving data integrity across both modern and legacy platforms. Automated processes were implemented with comprehensive monitoring and notification systems, ensuring this vital data bridge operated reliably and efficiently.
The final phase marked the transition from data management to data empowerment, focusing on making data not just accessible but truly actionable. By implementing robust governance frameworks powered by AI, Leerink transformed raw data into trusted business intelligence. Automated data cataloging and comprehensive quality checks became the guardians of data integrity, while advanced monitoring tools provided complete visibility into data movements. This phase also laid the groundwork for future AI-powered capabilities, including advanced business intelligence dashboards and predictive analytics tools. The platform's flexibility enabled Leerink to begin methodically transforming hundreds of legacy code bases while simultaneously exploring new ways to extract value from their data assets. Emphasis was placed on developing AI-powered solutions to enhance analyst productivity and generate predictive insights for strategic decision-making in areas such as budgeting and workforce planning.
The beauty of this three-phase approach lay in its organic progression—each phase building naturally upon the achievements of the previous one, creating a seamless journey from infrastructure to insights. In just four months, Leerink successfully transformed their data capabilities into a strategic advantage, setting the stage for future innovation and growth. This rapid implementation, coupled with full process transparency and automated monitoring, ensured a confident launch and sustainable operations—bringing Leerink's transformation vision to reality.
Impact
The agility of the Clarista solution enabled Leerink to effectively tackle the challenge of upgrading multiple key enterprise systems, including CRM, while transforming its data capabilities into a strategic advantage. With remarkable speed, the team deployed a comprehensive cloud data solution with legacy compatibility in just four months. This rapid implementation, coupled with full process transparency and automated monitoring, ensured a confident launch and sustainable operations—bringing Leerink’s transformation vision to reality.

“What sets Clarista's approach apart is its integrated capabilities, harnessing AI-powered automation to deliver faster results. Through transparent processes and comprehensive data tracking, client teams experience seamless implementation with no surprises, benefiting from automated monitoring and complete auditability from day one.”

Path Forward
Building on the successful foundation of their cloud data lake, Leerink is now embarking on an ambitious modernization journey with Clarista. The data team is methodically transforming hundreds of legacy code bases, utilizing the Clarista platform to expedite this complex transition.
At the same time, the Clarista team is collaborating with Leerink's business leadership to unlock new value from their data assets. This includes implementing advanced business intelligence dashboards and deploying AI-powered solutions that serve two key purposes: enhancing analyst productivity and generating predictive insights to guide strategic decisions in budgeting and workforce planning.
Conclusion
The successful completion of this complex transformation in just four months is a truly remarkable achievement, distinguished by both its complexity and rapid execution. This success was made possible by three foundational pillars:
Leerink's commitment to innovation
Leerink CIO's clear vision for data modernization
Clarista's ability to deliver rapid, iterative results through a highly configurable platform
This initiative reinforces a fundamental truth about successful data transformations: the winning combination lies in agile delivery methods and complete transparency in data movement. Leerink's journey demonstrates how organizations can leverage AI and modern technologies to drive innovation efficiently, without the traditional burden of multi-million-dollar investments.
The Clarista Advantage
At the heart of this success is Clarista's AI-powered, unified data analytics platform, which dramatically accelerates the path to data modernization. By automating complex data engineering and governance processes, we enable our clients to focus on what truly matters – generating unique, timely insights that drive critical business decisions.
Ready to unlock your data potential?
Schedule a Demo