Field-tested thinking on network automation, source of truth, AIOps and building an automation stack that lasts. Written by the engineers who deploy it.
Automation is only as good as the data it acts on. Why the source of truth comes first, and what happens when it does not.
AIOpsBeyond the buzzword. Correlation, noise reduction and closed-loop remediation, and where human judgment still belongs.
StrategyA practical framework for deciding what to buy, what to build, and what to run on open source, without painting yourself into a corner.
OrchestrationNot a rivalry. A division of labour. How model-driven orchestration and playbook automation complement each other in practice.
A governed blueprint for running AI agents in enterprise network operations, including the autonomy model that makes it acceptable to a risk committee.
Tell us where you are on the journey, from a source of truth to full AIOps, or from a first security baseline to a defensible posture, and we will tell you exactly how we would help you own the outcome.