Agrematch is a pioneering AI-based data-science company that aims to become the access point for in-silico discovery of sustainable bioactive compounds. Agrematch's approach is applicable to a wide range of industries that require functional compounds, including nutrition, human health, and agriculture. The company's initial focus is on the discovery of compounds with desired activity and high potential to become sustainable agricultural products.There is a wide array of applications which require novel bioactive compounds for their products. Yet discovery of new compounds with specific requirements is very challenging, prohibitively expensive and inherently comprises high risk of late-stage failure. Current discovery methods are inefficient and have exhausted the known chemical space. Agrematch's AI-based system, Agresense™, harnesses AI-based data-science to revolutionize the discovery process of new bioactive compounds.Agrematch's compound-based product approach applies big-data tools to predict early and downstream considerations which are necessary for successful product launch. Utilizing this system dramatically reduces the extent of screening assays, accelerates the development process, and mitigates the risks of not meeting downstream requirements. Our powerful multidisciplinary team has developed a system that is bringing the compound-based industry into a new era, with a cheaper, faster, and safer discovery process.