Analysis, Mitigation, and Monitoring in Modern Data Governance
Risk is no longer a static concept—it’s dynamic, data-driven, and deeply tied to how organizations manage information across systems, teams, and workflows. In regulated industries, the ability to analyze, mitigate, and monitor risk effectively is essential for ensuring patient safety, product quality, and operational continuity.
In this session, we will explore how modern data governance practices can help organizations proactively identify risks, implement targeted mitigation strategies, and establish vigilant monitoring to support compliance and resilience.
Attendees will gain practical insights into:
- Conducting meaningful risk analysis across data and operational domains
- Designing mitigation strategies that align with CGMP and QMM expectations
- Building monitoring frameworks that detect issues before they escalate
- Equipping teams with the tools and mindset to think critically and respond effectively in high-risk environments
Whether you're upgrading and implementing new systems or refining your compliance strategy, this session will provide actionable guidance to help you strengthen your risk posture and elevate your data governance maturity.
Presenter: Tracy Hibbs (Principal Consulting Product and Marketing Manager, Waters Corp.)
Tracy has worked for Waters Corporation since 1999 and has held a variety of positions including Technical Trainer, Business Impact Consultant, Training Manager for Informatics and Data Integrity, and currently, Principal Consulting Marketing Manager focusing on Informatics solutions. Tracy provides support for Waters Empower Software Suite and is concentrated on developing laboratory data management software solutions that help organizations achieve their scientific and operational objectives in regulated environments. Prior to joining Waters, Tracy was a Research Scientist where she gained experience in chromatography and the associated data systems.
