IS WORK OVER?

Automation index

How much of a Book restorer’s job can AI already do?

A paper diagnosis comes earlier. Treating without overworking the copy do not.

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

Task comparison

Book restorer

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
Diagnosis, paper and the proposal.
Estimate

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

16%40%+6.4
Clean, infill and the one that falls apart.
Estimate

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

18%14%+2.5
Sew, bind and the spine.
Estimate

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

16%28%+4.5
Box, climate and the store.
Estimate

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

16%22%+3.5
The owner, the copy and not leaving it new.
Estimate

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

18%18%+3.2
Not overworking the copy, and signing the treatment.
Estimate

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

16%12%+1.9
Total100%22%

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

Skills and activities

  • paper
  • infill losses
  • sew sections
  • spines
  • conservation boxes
  • store climate
  • book diagnosis
  • not overwork

Sources for this job· O*NET 25-4013.00· ESCO/ISCO 2621

Insurance claims adjuster

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
Read policy, claim form and cover.
Estimate

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

16%40%+6.4
On-site inspection, photos and facts.
Estimate

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

18%18%+3.2
Value damage, parts and write the report.
Estimate

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

18%48%+8.6
Negotiate with garage, injured party and insurer.
Estimate

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

16%28%+4.5
Fraud, recoveries and clash with another adjuster.
Estimate

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

16%22%+3.5
Close the file and own the valuation.
Estimate

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

16%14%+2.2
Total100%28%

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

Skills and activities

  • adjust claims
  • assess damage
  • inspect on site
  • value repairs
  • spot fraud
  • negotiate payouts
  • write survey reports
  • close claims

Sources for this job· O*NET 13-1031.00· ESCO/ISCO 3315

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