AICtrlNet is an enterprise-grade governed AI orchestration platform that enforces governance and monitors AI agents in production. It coordinates AI agents, human team members, and enterprise systems (CRM, M365, LOB apps) under a unified governance model with real-time risk scoring, prompt-injection detection, audit trails, and role-based access control. It supports model-independent orchestration across OpenAI, Claude, Gemini, and local runtimes (Ollama, vLLM), enabling seamless provider switching without reconfiguration. The platform includes a 6-phase Control Spectrum to set autonomy levels per agent and workflow, and it 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 compliant, production-ready operations. The MIT-licensed Community Edition supports self-hosting and air-gapped deployment for regulated environments.