Senior IT executive with 26+ years of progressive achievement executing strategic planning, delivery, and operations within global Fortune 100 enterprises. Robust range of expertise that includes digital transformation, cloud migration, artificial intelligence, data science, big data, business intelligence, multi-cloud integration, application development, service delivery, integration, operations, and outsourcing. Drive global enterprise performance and shareholder value through strategic vision, disruptive technology, and transformation of large complex global IT organizations managing multimillion-dollar budgets, adding value to top-line and bottom-line, and meet deadlines in fast-paced, diverse environments.
• Frameworks for governing autonomous agents across distributed enterprise environments
• Ensuring consistency and reliability: drift detection, policy enforcement, auditability, and real-time oversight
• Balancing autonomy and control to enable innovation while protecting brand, safety, and compliance
• Techniques for evaluating agent quality across tasks, domains, and multimodal workflows
• Lessons learned from early enterprise deployments and what leaders would do differently next time