Last-mile operations are the most expensive segment of the delivery network, typically representing 41% of total supply chain cost, yet most carriers optimize stop sequences manually or with static routing tables that ignore real-time traffic, delivery density shifts, and time-window compression from customer expectations. Failed delivery attempts, which average $17.78 per reattempt, compound quickly and erode the per-stop economics that make residential delivery viable.
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Last-Mile Operations Manager running 500 daily stops across a metro delivery zone with a mix of direct drivers and DSP contractors
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Last-Mile Planner
Optimizes stop sequencing, delivery density, and time-window allocation to minimize cost-per-stop and failed attempts.
Operations Manager
Monitors real-time route progress, flags at-risk deliveries, and coordinates exception handling across DSP contractors.
Fulfillment Coordinator
Connects outbound sortation and dispatch timing to last-mile route departure windows.
Dynamic last-mile optimization using delivery density scoring, time-window allocation, failed delivery prediction, and cost-per-stop benchmarking to improve route yield.
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Zone 7 has an 11.4% failed-first-attempt rate versus a 4.2% metro average, and at $17.78 per reattempt that one zone is adding about $9,800 a month in avoidable cost. The failures cluster in the 9am-to-12pm residential window where nobody is home, so shifting those stops to a 5pm-to-8pm window and firing a pre-arrival text should lift first-attempt success above 92% and cut cost-per-stop in Zone 7 by roughly 14%.