Readers' Choice Awards 2026 - Shelf: Turning Enterprise Knowledge into the Foundation for Breakthrough AI

Your company’s knowledge holds business-critical information, from policies and procedures to the rules and exceptions that determine how work gets done. For AI to produce useful results, it has to understand that information and apply it correctly. Many organizations have been burned trying to connect AI to knowledge that is minimally processed, superficially tagged or simply split into sections. As a consequence, AI misses the context and business logic behind the information or relies on outdated content, and people quickly stop trusting its answers.

Shelf, consistently recognized as a leader by leading analyst firms, goes well beyond that. Shelf Cortex turns documents, files and business logic into governed, quality-assured knowledge that reflects how your business actually works.

That knowledge is reusable across AI applications, eliminating the need to prepare it separately for every new initiative. With Shelf Cortex, organizations can:

♦ Make long documents and files readable and usable for AI

♦ Turn complex processes into workflows AI can understand and act on

♦ Add the industry, company and use case context AI needs to answer correctly

♦ Continuously monitor knowledge quality and catch issues before they reach AI

♦ Govern how AI uses knowledge with enterprise-grade controls

With Shelf, organizations get precise AI answers their people and customers trust, automation that holds up at scale and real returns on their AI investments.

Learn more at Shelf.io

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