Tool
Watch a batch get sorted, live
Paste your own items and your own categories. Each one lands in a column the moment its call returns — nothing is buffered and revealed on a timer, so the speed you see is the speed you get.
The part worth watching
Every item asks for its category and both yes/no checks in a single request. Three answers, one call, one round trip. That is the property that makes a decision model different from asking a chat model three times: the state is sent once and the questions ride along, so the third question costs almost nothing.
The practical consequence is that you should stop rationing questions. If knowing whether a ticket is a churn risk would be useful, ask — it is not going to show up on the bill.
Where this stops being a demo
This page caps at twelve items because it runs on the site's own key. The same loop with your key has no such limit, and at these prices a million tickets is roughly the cost of a sandwich — see the calculator.
What it does not do, and what you would need to add: a confidence threshold that routes uncertain items to a human, and a record of every decision so you can go back and find where your criteria were wrong.