The AI Trust Deficit, and How Enterprise Security Leaders Can Overcome It

Executive summary: This is a vendor-focused analysis arguing that many AI security products are marketing-driven rather than operationally proven; it contrasts 'Startup AI' with 'Enterprise AI', outlines risks like hallucinations and poor validation in SOC contexts, and provides evaluation questions for buyers to identify mature, practitioner-built AI platforms.