The strongest candidates will be able to move comfortably between team leadership, business process discussions, application portfolio decisions, software delivery, vendor conversations, and technical tradeoffs while maintaining a clear focus on business value, reliability, security, and long-term maintainability. Lead implementation and operational lifecycle management of approved AI-enabled applications, automations, assistants, and agents, including appropriate business ownership, testing, monitoring, support, and cost awareness.