Enterprise GenAI Governance & Editorial Logic

Designing human-centered content frameworks for Generative AI across Microsoft's ecosystems. I focus on creating transparent system outputs—including contextual summaries and proactive notifications—that prioritize user trust, reduce cognitive load, and adhere to ethical AI documentation standards.