Step three in a three-part series, this checklist breaks down factors for product owners to identify sensitive data, evaluate roles and map roles to data access.

Tom is the Senior Director of Professional Services at Snyk, where he leads a team delivering solutions to secure software development. Previously, he served as Vice President of Consulting at Bishop Fox, a globally recognized offensive security firm, and as Senior Manager of Penetration Testing at Veracode. Over his career, Tom has held diverse roles as a penetration tester, security consultant, and leader of vulnerability management and security awareness programs. Tom has over 24 years of experience in information technology, including 19 years specializing in cybersecurity and offensive security.

Rachel Bierner is the Co-founder and CEO of Qubric Security, a cybersecurity consulting firm that enables secure organizational growth and resilience for its clients. She has held leadership roles in cloud security, cybersecurity strategic planning, technology delivery, and operations at two of the top three U.S. financial institutions. She also served as a management consultant at a "big 4" global consulting firm, where she led software configuration and development teams for clients that ranged from technology start-ups to multinational enterprises.

Holly has over 20+ years of global Cybersecurity, Risk and Technology experience and is recognized as an expert in her field. She has advised global clients in multiple sectors including: government administrations, financial, healthcare, high tech, hospitality, and professional services. Holly was Senior Executive Service in the federal government (DOJ/FBI/FDIC) which is the highest achievable level. Most recently, Holly was the Executive Vice President and Chief Security Officer at Citizens Financial Group.

Elena is Co-Founder and one of the Managing Partners at Aleada Consulting, where she specializes in privacy, data protection, and information security. With almost a 30-year career in compliance and legal, Elena has experience spanning the finance, healthcare, software, law, and government sectors. Through the years, Elena has built a reputation as a trusted advisor, merging business performance with robust information protection strategies.