Enterprises are not short on AI ambition. They are short on proof that the AI they have deployed actually works once it leaves the sandbox. Four independent surveys published this month, alongside a major consulting report and a candid admission from the industry's own leading model maker, converge on the same uncomfortable finding: adoption has outrun the ability to measure, secure, and trust what has been adopted. What's actually at stake: software that acts, not software t
