Shelf

Shelf.io is a next-generation AI agentic platform focused on eliminating bad data before it becomes an incorrect answer. It is designed for enterprise organizations that need a foundation for accurate generative AI outputs, particularly those implementing agentic AI systems. The platform’s core approach is "Knowledge + Data First AI," which involves building an AI Data Model of a business so that agents can reason, act, and scale with precision. Key capabilities include modeling policies, workflows, and operational logic so AI understands how a business operates; unifying structured and unstructured enterprise data from across systems into a single foundation; transforming knowledge into AI-ready reasoning that agents can interpret and act upon; and governing at enterprise scale to ensure accuracy, compliance, and continuous alignment. The platform supports agentic experiences across chat, voice, and email channels. It also features CortexAI, which allows users to configure how AI agents reason, decide, and act, and orchestrate complex workflows. The platform is described as having a layered architecture that places knowledge and data at the foundation of every agentic experience, aiming to enable agents to operate effectively in complex real-world scenarios.