Trust & Grounding

What "I don't know" actually means in our chat (and why it matters)

Most AI products will never tell you they do not know. Ours will. Here is what that refusal looks like, why it is built in, and how to use it as a signal.

Jun 1, 2026

What Ask a Shop Owner will never do

A short list of product commitments. These are the things we refuse to ship, even when they would make the demo look flashier or the answer rate look higher.

May 20, 2026

Why we built a closed wall instead of using the open web

Open web AI will cheerfully invent labor laws, payroll formulas, and warranty policies. Owner operators cannot afford that risk. A closed retrieval wall is the simplest fix.

May 15, 2026