Automation index

How much of a Route planner’s job can AI already do?

An optimiser comes earlier. Fitting the windows without blowing the hours do not.

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

Task comparison

IS WORK OVER?

28%

AI can already do 28% of this job.

#112 / 623

Route planner

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
Optimise, windows and capacity. Estimate No public source provides a precise figure. This is our estimate.	18%	52%	+9.4
Restrictions, tolls and the right vehicle. Estimate No public source provides a precise figure. This is our estimate.	16%	40%	+6.4
The salesperson who promises and the plan that will not. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
Recalc, incidents and the next day. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
The warehouse, the cut-off and not leaving the last one. Estimate No public source provides a precise figure. This is our estimate.	18%	14%	+2.5
That it fits, and not blowing the hours. Estimate No public source provides a precise figure. This is our estimate.	16%	12%	+1.9
Total	100%		28%

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

IS WORK OVER?

27%

#148 / 623

Spa 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
Diary, cabins and the staff. Estimate No public source provides a precise figure. This is our estimate.	18%	48%	+8.6
Client, the complaint and the one who is late. Estimate No public source provides a precise figure. This is our estimate.	16%	40%	+6.4
Protocols, hygiene and the product. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
Occupancy, the hotel and not giving the circuit away. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
The inspection, insurance and not hiding the incident. Estimate No public source provides a precise figure. This is our estimate.	18%	14%	+2.5
Smell right, and no double-booked massage. Estimate No public source provides a precise figure. This is our estimate.	16%	12%	+1.9
Total	100%		27%

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