Automation index

How much of a Last-mile manager’s job can AI already do?

A zone map comes earlier. Hitting the peak without leaving the neighbourhood without a courier do not.

This percentage does not predict how many people will lose their jobs.

Task comparison

IS WORK OVER?

26%

AI can already do 26% of this job.

#211 / 623

Last-mile manager

Task weights are our estimates based on O*NET frequency data, not time shares published by O*NET.

The time saving for each task is estimated separately.

Task	Share	AI	Points
Zones, capacity and route cuts. Estimate No public source provides a precise figure. This is our estimate.	16%	44%	+7
KPIs, first attempt and incidents. Estimate No public source provides a precise figure. This is our estimate.	16%	36%	+5.8
The courier, the lobby and the one who will not open. Estimate No public source provides a precise figure. This is our estimate.	18%	16%	+2.9
Peaks, rain and hiring too many or too few. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
The angry customer and not dressing delivered. Estimate No public source provides a precise figure. This is our estimate.	18%	18%	+3.2
Cover the peak, and not leaving the neighbourhood orphaned. Estimate No public source provides a precise figure. This is our estimate.	16%	14%	+2.2
Total	100%		26%

Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low

IS WORK OVER?

33%

#24 / 623

Warehouse operator

Task weights are our estimates based on O*NET frequency data, not time shares published by O*NET.

The time saving for each task is estimated separately.

Task	Share	AI	Points
Record numbers of units handled or moved, using daily production sheets or work tickets. Estimate No public source provides a precise figure. This is our estimate.	19%	55%	+10.5
Move freight, stock, or other materials to and from storage or production areas, loading docks, delivery vehicles, ships, or containers, by hand or using trucks, tractors, or other equipment. Estimate No public source provides a precise figure. This is our estimate.	18%	28%	+5
Maintain equipment storage areas to ensure that inventory is protected. Estimate No public source provides a precise figure. This is our estimate.	18%	28%	+5
Read work orders or receive oral instructions to determine work assignments or material or equipment needs. Estimate No public source provides a precise figure. This is our estimate.	15%	28%	+4.2
Sort cargo before loading and unloading. Estimate No public source provides a precise figure. This is our estimate.	14%	28%	+3.9
Attach identifying tags to containers or mark them with identifying information. Estimate No public source provides a precise figure. This is our estimate.	12%	28%	+3.4
Install protective devices, such as bracing, padding, or strapping, to prevent shifting or damage to items being transported. Estimate No public source provides a precise figure. This is our estimate.	4%	28%	+1.1
Total	100%		33%

Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low