Supermemory provides AI applications with a 'memory layer' capable of retaining and recalling unstructured data like chats, documents, and emails. It addresses the limitation of short-term context in current AI models, creating more personalized and coherent user experiences by transforming information into 'memories'. The platform integrates with various tools and offers SDKs for developers.