A companion to our AI case study: the standard business systems and their acronyms, in plain English. The AI ideas — models, prompts, MCP, search and evaluation — live on the AI basics page.
Every established business runs on a handful of systems that rarely talk to each other. The acronyms come up constantly, so here is the whole zoo:
Different jobs, same anatomy. Nearly every one of these systems is built the same way — which is exactly why an AI agent can slot in beside them:
And here is the shift AI brings. An AI agent doesn't replace any of this — it is simply another frontend on the same backend: same sign-in, same permissions, same APIs. The difference is what it asks of you. A classic UI makes you find the right screen; an agent lets you ask in plain English.
The models, the prompts, MCP, modern search and the evaluation loop that sit on top of these systems all have their own plain-English page.