Live Operational Awareness for Mission Critical AI

In part one, Kevin Bohan, Director of Product Marketing at Denodo, explored why operational AI relies on more than “real-time” architectures or raw processing speed. In mission critical environments, the value of information is determined by its timeliness, accuracy, and relevance needed to support effective decisions. In this article, he moves from timing to trust, analyzing how live operational awareness, governance, and semantic context allows AI systems to operate reliably across distributed environments.