Fable
The dispatch center has two dispatchers: one only cares about money, the other wants to look at everything
Two dispatchers newly arrived at the logistics dispatch center. Old Zhao looked only at the per-trip freight rate offered by the shipper—whichever fleet quoted the lowest price got the job. Old Qian was different. On his desk were five tables: freight rate, fleet on-time rate, cargo damage rate, driver rating, and vehicle type match. He blended these metrics together before deciding whom to dispatch.
In the first three months, Old Zhao's cost per order was twenty percent lower than Old Qian's. The manager praised him publicly, saying cost control was the top priority. Old Qian said nothing and continued dispatching orders according to the five tables. In the fourth month, the cargo damage rate began to jump—the low-price fleet overturned two trucks, smashed three crates of goods, and the shipper complained to headquarters. The manager asked Old Zhao to explain. Old Zhao said the table had only a freight column, and damage wasn't his responsibility.
In the fifth month, Old Qian received a notice from headquarters. Although the route he managed cost one-tenth more, the shipper renewal rate was three-tenths higher—high on-time rates, low damage rates, and good driver attitudes made shippers willing to cooperate long term. After reviewing the data, the manager placed the two sets of standards side by side: Old Zhao's decision chain was single-dimensional, looking only at freight cost; Old Qian's decision chain was multi-dimensional, with freight cost only one weight among several.
The manager drew the relationship between the two standards. Budget routing is Old Zhao's approach—choosing the best machine within a fixed budget, unaffected by other dimensions. Machine routing is Old Qian's approach—decisions can be made by combining any dimensions, and budget is only one optional constraint. Old Zhao's method occupies only one decision line within Old Qian's system.
During peak season, the dispatch center had to handle two thousand orders a day. The manager found that Lao Zhao's mistakes followed a fixed pattern: he also used only freight cost to decide on ultra-long-distance transport—he chose a low-price truck, which broke down twice on the road and arrived three days late. The decision dimensions for ultra-long-distance transport should include vehicle reliability, driver experience, and repair stations along the way, not just compare freight rates.
The dispatch center later folded Old Zhao's method into Old Qian's system, adding a column called budget constraint to Old Qian's five tables. When certain routes only needed the lowest cost, Old Qian checked the budget constraint, and the system automatically dispatched orders along Old Zhao's approach. When routes had special requirements, the budget constraint was left unchecked, and the system decided across all dimensions. Old Zhao's method became a subset of Old Qian's capability.
The new flowchart on the wall reads: budget routing is one mode of machine routing, not two parallel products. Before choosing a mode, first judge whether this request wants the cheapest result, or needs quality and reliability weighed together.