DyeConverter™ is a reformulation intelligence platform designed to support the transition from synthetic to natural food color systems across CPG products. The platform models candidate ingredients against application-specific constraints, including pH environment, thermal processing, shelf-life stability, dosage ranges, and regulatory compliance across US, EU, and Canadian markets. By screening and prioritizing viable alternatives before lab testing, DyeConverter™ enables R&D teams to reduce trial-and-error formulation cycles, mitigate reformulation risk, and accelerate compliant product development.