Knowde is a specialized AI and software platform designed specifically for the chemical, ingredient, and polymer sectors. It establishes a clean and organized data infrastructure by seamlessly integrating supplier and product information, such as material specifications and regulatory performance details, which enhances various downstream applications like ERP, CRM, AI, ecommerce, and master data systems. Above this foundational data layer, the Knowde Customer Experience Platform functions as a comprehensive solution that enables chemical suppliers to maintain branded B2B digital storefronts, complete with integrated product catalogs, search functionalities, sampling options, quoting features, and rich content. Concurrently, Knowde operates a marketplace that allows buyers to explore, compare, sample, quote, and procure from over 8,000 supplier-owned storefronts, offering access to more than 230,000 ingredients, polymers, and raw materials globally, all accompanied by technical documentation, supplier insights, and procurement tools. This innovative platform not only streamlines the purchasing process but also empowers suppliers to enhance their digital presence and connect more effectively with potential customers.