Why must businesses be certain about AI-driven operational decisions

This blog post explains the importance of managing Non-Human Identities (NHIs) — machine identities composed of secrets and permissions — to reduce risk, improve compliance, and enable reliable AI-driven operational decisions. It outlines lifecycle management, automation, governance, and cultural practices for securing NHIs in cloud and edge environments and is presented as strategic guidance rather than an incident report.