The two patent applications cover technologies designed to enable AI agents to connect with enterprise systems, plan operational workflows, and execute tasks securely within predefined boundaries. The applications cover technologies designed to enable AI agents to understand enterprise systems, establish secure and continuously updated connections with them, and autonomously plan and execute operational tasks within predefined rules and security boundaries. Together, the technologies address two fundamental requirements for the adoption of AI within enterprise environments: establishing a reliable interaction layer between AI agents and existing software systems, and enabling those agents to manage operational workflows securely and adaptively. The first patent application focuses on the structured connectivity infrastructure required for AI agents to communicate securely with enterprise software systems while remaining aligned with the latest system updates. The second patent application focuses on the end-to-end planning, execution, and continuous optimization of operational tasks by AI agents.