Agile Methodology, Cloud Platform, Customer 360, Customer Feedback Management, Databricks Platform, Data Governance, Data Visualization, Feature Prioritization, Generative AI, Git, Platform Development, Product Design, Product Development, Product Lifecycle Management (PLM), Product Roadmapping, Python (Programming Language), Structured Query Language (SQL), Usability Testing, User Experience (UX), User Experience (UX) Design, User Needs Analysis, Veeva CRM. Encode, version, and certify business definitions and rules supplied by named business owners - never defining what a metric means, and not certifying without a named owner - and certify each product as AI-ready (permitted use cleared, semantics documented, lineage complete), with catalog entries and documentation good enough for teams and AI agents to self-serve.