Automation index

How much of a Insurance claims adjuster’s job can AI already do?

A claim form and some photos come earlier. Valuing the damage on site and closing the claim do not.

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

Task comparison

IS WORK OVER?

29%

AI can already do 29% of this job.

#68 / 623

Insurance claims adjuster

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 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
Total	100%		28%

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

IS WORK OVER?

21%

#400 / 623

Traffic warden

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
Tickets, photos and the plate record. Estimate No public source provides a precise figure. This is our estimate.	16%	40%	+6.4
Junction, closure and the rush-hour jam. Estimate No public source provides a precise figure. This is our estimate.	22%	10%	+2.2
Tow, parking and the one who stands in the way. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
Events, races and the day’s operation. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
Deal, explain and the insult in the street. Estimate No public source provides a precise figure. This is our estimate.	16%	18%	+2.9
A fair ticket, and not making a scene. Estimate No public source provides a precise figure. This is our estimate.	14%	12%	+1.7
Total	100%		21%

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