
Security teams are staring at a blunt equation: whoever points capable AI at real context first writes the narrative of risk, and the loser merely reacts while dwell time compounds across code and cloud. The choice no longer sits between innovation and safety; it sits between acting now with owned knowledge or letting an adversary be first to discover the










