Expert Intelligence
O'Reilly's enterprise toolkit that grounds AI coding and work assistants in cited, dated practitioner knowledge via an MCP-compatible connector.
Overview
O'Reilly launched Expert Intelligence on October 7, 2026, an organization-wide toolkit that connects enterprise AI tools to O'Reilly's curated practitioner knowledge base and job-specific agent skills, so answers are traceable to a named expert author and a confirmed publication date. It's delivered via Expert MCP, a Model Context Protocol-compatible component that works inside AI tools employees already use rather than requiring a new platform, with a flat per-employee price from day one. O'Reilly cites its own benchmark showing roughly one in five claims from leading AI tools are unsupported by a cited source, about two-thirds of cited sources name no author, and roughly half carry no publication date, as the problem Expert Intelligence addresses.
This is a sourced directory entry. Features and capabilities are reported in the linked sources; this entry does not document independent Aymorphic testing.
Key features
- Expert MCP: Model Context Protocol-compatible connector into existing AI tools/IDEs, no new platform to adopt
- Every answer traceable to a named expert author and confirmed publication date
- Job-specific agent skills built on O'Reilly's practitioner content library
- Flat per-employee pricing with access from day one
Use cases
- Grounding enterprise coding assistants and agents in vetted, attributable technical guidance
- Reducing unsourced or fabricated citations in AI-generated technical answers
- Giving every employee (not just licensed seats) access to cited practitioner knowledge inside existing tools
Pricing
Flat per-employee enterprise pricing (exact figures not disclosed); requires direct consultation with O'Reilly.
Pricing reflects the source record and may change. Confirm current terms with the provider.
Dates and sources
- Released
- 7 Oct 2026
- Record updated
- 12 Oct 2026
- Record last checked
- 12 Oct 2026