Shelf: A Leader in the 2026 Gartner® Magic Quadrant™ for Customer Service Knowledge Management Systems

The Foundation for Superior AI: AI-Ready Knowledge

Enterprise AI is only as good as the knowledge it runs on. Learn why traditional knowledge bases were never built for AI, and what it takes to turn your content into a foundation AI can trust.

The Foundation for Superior AI: AI-Ready Knowledge: image 1
[ Overview ]

What You’ll Learn

  • Why knowledge has become the make-or-break foundation for enterprise AI, and what changed now that AI, not just employees, consumes your content
  • Why traditional knowledge bases, wikis, and content repositories were never designed for AI
  • The warning signs of “not-AI-ready” knowledge: content ROT, unclear structure, and missing business context
  • Why popular approaches like RAG, content engineering, and process documentation fall short
  • What “AI-ready knowledge” looks like in practice: turning documents into rules, definitions, relationships, permissions, and allowed actions
  • The first moves customer service and operations leaders can make to prepare their knowledge for AI, plus real-world case studies of teams that made the shift
Your knowledge base was built for people who could fill in the gaps themselves. AI can’t do that. It needs rules, definitions, and context made explicit, and that is what separates a demo from a system you can trust in production.
– Jan Štihec, Director of Data & GenAI, Shelf

A practical conversation on making enterprise knowledge AI-ready.

Join Shelf’s Jan Štihec (Director of Data & GenAI) and Colin Kennedy (Co-Founder & COO) for real questions and real case studies on closing the gap between what your teams know and what your AI systems can safely use. Built for leaders in customer service, operations, knowledge management, CX, and AI/GenAI who are deploying or scaling enterprise AI and want accurate, trusted answers at scale.

The Foundation for Superior AI: AI-Ready Knowledge: image 1
[ Quotes ]

What our customers say

“The Shelf solution is superb! We achieved a 25% reduction in average handling time in the first three months of going live with Shelf.”

“Overall, Shelf has been fantastic and the integration into our CCaaS environment was quick and easy. Some of my favorite functionalities are Answer Assist, the ability to integrate with a chatbot, search functionality inside of documents, and the multi-language capabilities.”

“Shelf has provided us with a solution to our knowledge needs. We now have a single source of truth that our advisors can look to when helping customers. Shelf is easy to use for both advisors and administrators, and we’ve seen improvements in a number of metrics since implementation.”

“I have been using Shelf for a long time and I am extremely impressed with its knowledge management and content organization capabilities. The product greatly reduces time and improves efficiency because there is no confusion about outdated or incorrect material.”

“Shelf is even better than expected, and it’s great to be surprised like that. Usually it’s the opposite. Search Copilot reduced handle time on our email queue by 80%!”

The Foundation for Superior AI: AI-Ready Knowledge: image 3
The Foundation for Superior AI: AI-Ready Knowledge: image 4
The Foundation for Superior AI: AI-Ready Knowledge: image 5
The Foundation for Superior AI: AI-Ready Knowledge: image 6
The Foundation for Superior AI: AI-Ready Knowledge: image 7
The Foundation for Superior AI: AI-Ready Knowledge: image 8
The Foundation for Superior AI: AI-Ready Knowledge: image 9
The Foundation for Superior AI: AI-Ready Knowledge: image 10
The Foundation for Superior AI: AI-Ready Knowledge: image 11
The Foundation for Superior AI: AI-Ready Knowledge: image 12
The Foundation for Superior AI: AI-Ready Knowledge: image 13
The Foundation for Superior AI: AI-Ready Knowledge: image 14
Talk to an Expert