The demonstration shows a machine learning function orchestrator that deploys secure ML pipelines to support near-real-time control of network services. The pipelines consist of intelligent agents placed in distant locations close to the data plane, coordinating to control a 6G network service, together with the communication infrastructure they need. A distributed ledger supports the initial key exchange that establishes secure connectivity among the agents.