Testing Non-Deterministic AI Systems: Enterprise Patterns for 2026

How enterprises test APIs and applications backed by non-deterministic AI models. Property-based assertions, statistical thresholds, golden-set evaluation, and the governance pattern that satisfies audit without forcing the model to be deterministic.