There is a gap in how enterprise AI gets purchased versus how it gets evaluated. Most procurement decisions still run on model cards, benchmark leaderboard positions, and vendor self-assessments. That is not entirely unreasonable — the alternative, formal adversarial testing against documented methodologies, has historically been expensive, slow, and inaccessible to
