Shelf.io is a knowledge management SaaS platform that leverages AI (notably MerlinAI) to centralize, organize, and automate access to enterprise knowledge, enabling customer service teams and other employees to find accurate answers quickly. The platform specializes in unstructured data management, AI readiness, and supports advanced use cases such as conversational AI, RAG (Retrieval-Augmented Generation), and agent assist for contact centers.