Shelf

What it does

Shelf takes enterprise documents, files and other knowledge sources and enriches them with structure, metadata, relationships, business context and governance. The result is governed, machine-readable knowledge that people can search and that AI systems can retrieve and apply. It also flags outdated, duplicate, conflicting and incomplete content for review as the underlying knowledge changes.

Teams use Shelf for enterprise knowledge management, enterprise search that shows supporting source content alongside answers, and grounding for agent assist, copilots and chatbots. Shelf Cortex is the underlying layer, and Cortex as a Service is offered through APIs and SDKs for teams that want it beneath an application they already own. Content Connectors let teams govern content without migrating documents, and analytics show content usage and can be exported.

Shelf suits business and knowledge-management teams in enterprise and customer-service settings, plus technical teams building AI applications on governed knowledge. Access begins by talking to a Shelf expert; no self-serve sign-up or published pricing is listed. Buyers should confirm which content connectors are supported and verify vendor-cited statistics and customer results for their own use case.

What it can do

• Structures documents and files into machine-usable structures, metadata and relationships
• Adds company-specific business context such as products, policies, terminology and markets
• Applies permissions, access controls, ownership, publishing and lifecycle governance
• Continuously identifies outdated, duplicate, conflicting and incomplete content
• Provides enterprise search that returns answers with supporting source content
• Offers analytics on content usage, exportable to a data lake

Works with

• Content Connectors to existing knowledge repositories without migration
• APIs and SDKs for Cortex as a Service

Before you choose

• Confirm the current list of supported connectors and integrations with Shelf, as the connector library is expanded regularly.
• Vendor statistics and customer outcomes on the site are marketing claims and should be verified for your use case.
• Pricing and trial terms are not published; obtain them from Shelf directly.

Listed under

• Support
• Knowledge base
• Contact center
• Customer support
• Enterprise search
• Knowledge management
• RAG data preparation

Get started

Visitors are directed to talk to a Shelf expert; no self-serve sign-up is listed.

1. Connect existing content sources through Content Connectors without migrating documents.
2. Review flagged issues such as outdated, duplicate or conflicting content and route them for remediation.
3. Add business context and governance rules, then expose governed knowledge to search, copilots or AI applications via APIs.

Contact Shelf for commercial terms.

We couldn’t find published prices for Shelf. See their pricing page ↗

Sources for this overview

Product pages, documentation, and pricing checked 29 Oct 2026. Each source supports part of the overview; availability and prices can change.

• Shelf.io next-generation AI Agentic platform ↗shelf.io
• The AI Data Layer Powering Superior AI Outcomes | Shelf ↗shelf.io
• Agentic AI Platform for Customer Support | Shelf ↗shelf.io
• AI Knowledge Management Software Platform Built for GenAI ↗shelf.io

Company website

shelf.io: product, pricing and policy pages

YC directory mirror

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Social accounts

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Human review

Checked by a person

knowledge_base

manual_review

Last checked 29 Oct 2026. Every field keeps its source and date; unknown means we couldn’t confirm it.