Agentic NetOps: Building Trust in AI-Driven Network Automation

In a recent analysis, Gluware delves into the burgeoning field of agentic network operations (NetOps), stressing that the rapid advancement of AI-driven automation necessitates a strong foundation of trust. The article, published on May 31, 2026, draws insights from events like the Red Hat Summit and ONUG AI Networking Summit, where the discussion centered on the operationalization of AI agents at enterprise scale. Gluware argues that the race towards autonomous network operations is outpacing the development of the crucial trust infrastructure required for safe deployment. The core message is that while AI agents offer powerful capabilities for monitoring, analyzing, and remediating network issues, their value is directly tied to the underlying systems that execute their intent. The piece specifically points to Red Hat Ansible Automation Platform 2.7 as maturing into an enterprise execution layer for agentic IT operations. This positions Ansible as a vital component in translating AI insights into concrete, auditable actions across diverse network infrastructures. Gluware advocates for a specialized approach to network automation, where tools like Ansible handle broad IT automation, while specialized layers, such as Gluware's own solutions, manage the intricate depth of multi-vendor network environments. This combined architecture, with its focus on semantic translation, multi-vendor validation, and governed agentic execution, is presented as the necessary program for enterprises to build truly reliable and safe AI-driven network operations. The emphasis remains on ensuring that AI actions are governed by human-approved, deterministic workflows.