AICtrlNet is a centralized, governed AI orchestration platform that manages and secures AI agents across departments and teams. It coordinates AI agents, human team members, and enterprise systems (CRM, M365, LOB apps) under a single governance model with role-based access control, audit trails, and real-time risk scoring. It supports model-independent orchestration across OpenAI, Claude, Gemini, and local runtimes (Ollama, vLLM), enabling secure, compliant operations across teams. The platform includes a 6-phase Control Spectrum to define autonomy levels per agent and workflow, and treats humans as first-class agents with capacity profiles. With 43 role-configured agent templates and 177+ workflow templates across 41 industry packs, AICtrlNet enables consistent, secure AI operations. The MIT-licensed Community Edition supports self-hosting and air-gapped deployment for regulated environments.