AI systems today are unreliable the same input can produce different outputs, with no traceability or enforcement. Manthan approaches this differently by treating decisions as deterministic, auditable, and enforceable units instead of probabilistic outputs. It introduces decision infrastructure for AI systems where reliability is not optional.