IS WORK OVER?

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

Freight forwarder

Where the time goes

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.

TaskShareAIPoints
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
Total100%28%

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

Skills and activities

  • bookings
  • bills of lading
  • customs entry
  • HS codes
  • freight
  • cargo insurance
  • consolidate
  • transit incidents

Sources for this job· O*NET 43-5011.00· ESCO/ISCO 3331

Tax inspector

Where the time goes

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.

TaskShareAIPoints
Data matching, returns and sampling.
Estimate

No public source provides a precise figure. This is our estimate.

18%52%+9.4
Requests, minutes and the proposal.
Estimate

No public source provides a precise figure. This is our estimate.

16%40%+6.4
The visit, the second till and what is not in the sheet.
Estimate

No public source provides a precise figure. This is our estimate.

18%14%+2.5
Objections, appeals and the tax tribunal.
Estimate

No public source provides a precise figure. This is our estimate.

16%28%+4.5
The team, deadlines and the file that slips.
Estimate

No public source provides a precise figure. This is our estimate.

16%22%+3.5
A fair adjustment and signing the minute.
Estimate

No public source provides a precise figure. This is our estimate.

16%12%+1.9
Total100%28%

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

Skills and activities

  • match tax data
  • raise assessments
  • request papers
  • visit taxpayers
  • adjust tax
  • objections
  • tax tribunal
  • tax inspection

Sources for this job· O*NET 13-2081.00· ESCO/ISCO 3352

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