Automation index

Can AI do the work of a Banker?

A score and a dossier come earlier. Looking the client in the eye, saying no, and owning the risk do not.

It also does not predict how many people will lose their jobs.

Task comparison

IS WORK OVER?

27%

AI or a robot can already do 27% of this job.

#71 / 103

Banker

Score = Σ (weight × saving). Weight is our estimate from frequency, not a time share published by O*NET. Saving is separate.

Weights are our estimate from O*NET frequency (FT). O*NET does not publish % of the week.

Task	Share	AI	Adds
Client file, scoring and desk KYC. Estimate No public source pins this saving. It is an estimate of the method.	22%	48%	+10.6
Product proposals, simulation and reporting. Estimate No public source pins this saving. It is an estimate of the method.	18%	40%	+7.2
Meetings, negotiation and close. Estimate No public source pins this saving. It is an estimate of the method.	16%	18%	+2.9
Risk calls, exceptions and escalation. Estimate No public source pins this saving. It is an estimate of the method.	16%	12%	+1.9
Compliance, audit and the file. Estimate No public source pins this saving. It is an estimate of the method.	14%	15%	+2.1
Book, referrals and long relationship. Estimate No public source pins this saving. It is an estimate of the method.	14%	16%	+2.2
Total	100%		27%

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

IS WORK OVER?

27%

#69 / 103

Customs agent

Score = Σ (weight × saving). Weight is our estimate from frequency, not a time share published by O*NET. Saving is separate.

Weights are our estimate from O*NET frequency (FT). O*NET does not publish % of the week.

Task	Share	AI	Adds
Declarations, tariff class and documents. Estimate No public source pins this saving. It is an estimate of the method.	22%	48%	+10.6
Database hits, risk and selectivity. Estimate No public source pins this saving. It is an estimate of the method.	18%	40%	+7.2
Physical inspection of goods and container. Estimate No public source pins this saving. It is an estimate of the method.	16%	15%	+2.4
Interview the operator and write the record. Estimate No public source pins this saving. It is an estimate of the method.	16%	14%	+2.2
Fines, appeals and police coordination. Estimate No public source pins this saving. It is an estimate of the method.	14%	16%	+2.2
Judgment on fraud and sensitive goods. Estimate No public source pins this saving. It is an estimate of the method.	14%	18%	+2.5
Total	100%		27%

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