Chat or Decide: Which Kind of AI Your Office Actually Needs

Who this is for

Small businesses weighing an AI purchase, where the team makes the same small sorting, routing or flagging call dozens of times a week.

The problem

For three years the industry has been selling small offices a way to have a conversation. Most of the work inside a small business is not a paragraph. It is a small decision made dozens of times a week: is this junk or real, does this go straight through or to a person first, does this wait until Tuesday. Those calls land on a person who is also doing four other things.

What we did

• Separated the two kinds of AI. A chatbot produces language. A decision model is handed a fixed list of possible answers and returns one, plus a number for how confident it is.
• Looked at Jev, a decision model TypeSafe released in early access on September 15, 2026, and joined the waitlist to evaluate it, not to build on it.
• What it fixes: it cannot hand your software something unreadable, and it is cheap enough that cost stops deciding whether a step is worth automating.
• What it does not fix: it cannot tell you why it decided anything, which rules it out of most medical, legal and safety decisions on its own. It can still pick the wrong answer from the list.
• The design that matters: set a threshold. Anything the model is sure about flows through, and anything it is uncertain about goes to a person.

What it would take for you

Do not buy anything yet. Jev was days old when this was written, behind a waitlist, and the vendor says the price may be subsidized. Start free: for one week, have everyone write down each time they sort, route, flag or prioritize something. If the list is short by Friday, you do not have this problem. If it runs to thirty lines, send it over and we will say which calls are worth handing to software and which should stay with a person.