Concepts, comparisons and practical reference on enterprise AI context.
concepts
An enterprise MCP server exposes an organization's internal systems to AI agents through the Model Context Protocol, with access control, audit logging and governance added on top.
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An ontology is a formal model of what exists in a domain and how it connects, encoded so a machine can reason over it rather than just store it.
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A semantic layer defines what a business's terms and metrics mean, so revenue, active customer, or region compute the same way everywhere they're used. It answers what something is, not how it relates to anything else.
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