Taxonomy
RAG, agents and MCP are often listed side by side as if they were the same kind of thing. They are not. Six levels separate what AI does for the business from what is bought to run it, and every term belongs on one of them.
Capabilities sit at the top: the business view. Everything below is how they are delivered — a solution, then the logical architecture (patterns, standards, components), then the products that implement it. A capability stays the same when the product changes.
- Businessdelivered by
- designed with
- Architecture (logical)connected by
- built from
- implemented by
- Implementation (physical)
Capability
What can AI do?
- Examples
- Generate, converse, answer from knowledge, extract, perceive, predict, recommend, act
- The tariff assistant, at this level
- Answer customer questions from company knowledge.
- Terms at this level
A shared vocabulary for the steering committee, architects and suppliers, so a proposal says what it delivers before how it is built.
Choosing between options. The taxonomy says what kind of thing each one is, not which one fits a problem.
Discipline in language. Supplier material will keep mixing the levels, and someone has to translate it.