AI micro-tool
Where do you set the line?
Every AI feature has this dial, whether anyone admits it or not. How confident must the model be before it acts without you? Eighty scored drives, one threshold, and the tradeoff in plain product English, the automation you gain against the mistakes you ship silently.
Drag the threshold · try the presets · hover a dot · the footer keeps score
A dot plot of eighty drives arranged by the model’s confidence that each is a business drive. Dots outside the threshold are classified automatically. Dots between the thresholds go to human review. Ringed dots are automatic classifications that are wrong.
Picking this number is a design decision wearing a data science costume. The math gives you the curve, but where you stand on it is a call about whose time you spend and whose trust you risk. There’s also a third lever the slider hides, the cost of review. Make reviewing nearly free, like the flip exceptions pattern does, and the far right of this dial stops being expensive. That was the MileIQ answer. Refuse to apply anything automatically, recommend everything, and make saying yes cheap.
SERIES · PROTO_01: Ten drives → · PROTO_03: One field → · PROTO_04: Swipe to classify →