As organizations rush to deploy AI agents and intelligent automation, many are discovering an uncomfortable truth:the technology is very capable, but the outcomes are underwhelming. The issue isn’t model capability, tool selection, or even data quality in isolation.More often, the failure stems from a breakdown in context as strategic intent moves from vision to execution.…