The dashboard trap
The industry spent a decade perfecting dashboards. They are beautiful, and they are rear-view mirrors. A dashboard tells you transit times rose last week — after the customers already felt it. In a business measured in hours, describing yesterday is not intelligence, it is history.
Descriptive vs prescriptive
Descriptive systems show what happened. Prescriptive systems propose what to do next. Instead of a chart showing a driver is behind schedule, a prescriptive system says: reassign these two stops to the vehicle already three streets away, here is the cost impact, approve or reject.
What operators actually need
- A recommendation, not a report — the decision pre-made and explained.
- The reasoning, so the operator can trust or override it.
- The trade-off, so they know what the alternative costs.
A dashboard makes you a better analyst. A recommendation makes you a faster operator.
Humans on the exceptions
The goal is not to remove the operator. It is to let the system handle the routine 95% and surface only the 5% that genuinely needs human judgement — with the context already assembled.