From Network Automation to Agentic Operations

Network automation has matured from one-off scripts into orchestrated workflows that provision, configure, and assure services at scale. The next step many teams are considering is agentic operations: systems that can plan and act within defined bounds, rather than only execute fixed procedures.

That step is worthwhile only when the foundations are in place. Agentic approaches depend on trustworthy data about the network, clear guardrails on what actions are permitted, and observability into what the system did and why. Without these, autonomy adds risk rather than value.

A practical path keeps humans in the loop where decisions carry consequence, starts with narrow and reversible actions, and expands scope as confidence grows. The goal is not to remove people from operations, but to let them focus on judgement while routine work runs reliably.