As AI scales, the knowledge problem
stops being an inconvenience and becomes a roadblock.
Poor Quality
Years of manual and sporadic maintenance leave knowledge outdated, inaccurate, duplicated, and conflicting.
AI uses and applies information it shouldn’t trust.
People waste time verifying what they find.
Unclear Structure
Knowledge is fragmented across documents and systems, with inconsistent organization and weak connections between related information.
AI struggles to retrieve and connect what matters.
People struggle to find what they need.
Missing Context
Critical context lives outside the information itself, in business rules, relationships, and institutional knowledge.
AI lacks the context to use information correctly.
People have to interpret or guess what applies.
When your company’s documents and files are missing context, are outdated and inaccurate, it produces bad results for people and AI.
Turn enterprise knowledge into AI-ready answers.
Shelf Cortex transforms documents, files, and other knowledge sources into high-quality, structured, contextualized information that AI and people can use with confidence.
It enriches enterprise knowledge with the metadata, relationships, context, quality controls, and governance AI systems need to produce more accurate answers, more reliable automation, and better outcomes at scale — while helping people find and use the right information faster.
Shelf Solutions
AI Knowledge Management
For business and KM teams that need a better way to manage, govern, create, find and use enterprise knowledge.
Shelf supports the familiar knowledge-management requirements teams already depend on while extending the same governed knowledge into the AI era.
Underneath that experience, Cortex gives the same governed knowledge the structure, business context and continuous quality AI needs.
Explore AI Knowledge ManagementAI Data Layer
For technical teams that already recognize data quality, missing business context, structure or governance as a constraint on AI performance.
Shelf’s AI Data Layer addresses that underlying requirement. Cortex turns enterprise documents and files into AI-readable, contextualized, governed and quality-assured information.
Cortex as a Service is the product for teams that want Cortex beneath an application or AI experience layer they already own.
Explore AI Data LayerHow it works
Translate + Structure
Turn documents, files and other enterprise information into structures AI can interpret and use more reliably.
Add business context
Add company-specific meaning around products, policies, terminology, markets, relationships and operating rules.
Govern
Apply the permissions, access controls, publishing, review and lifecycle management complex organizations require.
Continuously Improve
Continuously identify outdated, duplicate, conflicting, incomplete and low-quality information as the underlying knowledge changes.
Shelf gives teams the knowledge foundation for
accurate answers and superior AI
Make company knowledge easier to manage and find.
Reduce the friction created by fragmented content, weak findability, manual administration and information people cannot confidently use.
Give employees and customers answers they can trust.
Better structure, context and quality help AI produce more reliable, consistent and trusted answers.
Expand AI without losing governance.
Reuse enterprise knowledge across AI applications while maintaining the permissions, ownership and controls the business already depends on.
Create the foundation for more automation and less human intervention.
AI creates limited value when people still have to search for, validate or correct its answers. Reliable underlying knowledge creates the trust required to automate more work.
What our customers say
about Shelf on G2
Ready to build on better Knowledge?
See how Shelf turns fragmented enterprise knowledge into a high-quality, structured, contextualized foundation for people, AI, and everything you build next.
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