AI & Orchestration
6 min
How Real-Time Recommendations Improve Order Economics
Marcus T.
·
Not every recommendation is worth making
A recommendation that adds two seconds and converts one time in twenty is not free. Margin-aware suggestion logic weighs the expected value of a prompt against its cost in lane time before it is ever spoken.
Built for the window rather than a general-purpose app, the logic accounts for queue length and time of day, so recommendations quiet down automatically the moment the lane gets busy.
Margin, not just conversion
Optimizing purely for conversion rate rewards suggesting the easiest item to add, not the most profitable one. Order economics improve fastest when both are weighed together.