Automation index

How much of a Freight forwarder’s job can AI already do?

A booking comes earlier. The box leaving and not sticking in customs 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.

#124 / 623

Freight forwarder

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
Booking, freight and the B/L. Estimate No public source provides a precise figure. This is our estimate.	18%	52%	+9.4
Customs, HS and the entry. Estimate No public source provides a precise figure. This is our estimate.	16%	40%	+6.4
The client, the delay and the ship that will not wait. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
Insurance, incidents and the claim. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
The consolidator, the slot and not overbooking. Estimate No public source provides a precise figure. This is our estimate.	18%	14%	+2.5
That it leaves, and not sticking in customs. 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?

23%

#307 / 623

Nephrologist

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
Read labs, clearance and the sediment. Estimate No public source provides a precise figure. This is our estimate.	16%	48%	+7.7
Kidney clinic, blood pressure and adherence. Estimate No public source provides a precise figure. This is our estimate.	18%	18%	+3.2
Dialysis prescription, immunosuppression and anaemia. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
Place or watch catheters and the vascular access. Estimate No public source provides a precise figure. This is our estimate.	18%	12%	+2.2
Ward, consult and the patient who crashes. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
Transplant list and owning the filtration. Estimate No public source provides a precise figure. This is our estimate.	16%	14%	+2.2
Total	100%		23%

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