Democratizing Chemical Procurement: An AI-Driven Marketplace for Low MOQ Sourcing in Specialty Chemicals

Small and mid-sized buyers in the specialty chemical sector face persistent challenges accessing quality materials in low volumes due to high minimum order quantities (MOQs), opaque supplier networks, and limited digital infrastructure. This paper introduces a new sourcing paradigm powered by AI-enabling intelligent matchmaking between niche buyers and verified suppliers, with optimized pricing, MOQ flexibility, and real-time supply intelligence. We present the conceptual model developed by ChemeNova LLC, which blends marketplace architecture with procurement AI to serve labs, startups, and small manufacturers operating in formulation-intensive domains.