AI Job Atlas
AI & jobs · Province in Italy

Verbano-Cusio-Ossola

Province IT-VB
33%
of jobs here are estimated to be exposed to generative AI, below the national 35% (−2.3 pts).
MODEL101st of 110 regions19.9K exposed workers

Key numbers

PopulationWIKIDATA
154K
as of 2021
Share of national populationWIKIDATA
0.3%
101st largest of 110
People in workMODEL
61.1K
national total × population share
Highest-exposure jobsMODEL
6.8%
national 7.5%
Area
2,265 km²
68 people per km²
Settlement patternMODEL
Very rural
0% live in major cities
Mapped towns & cities
0
Natural Earth places

AI use

ANTHROPIC

Claude.ai conversations, April–May 2026.

Usage is published for the wider Piedmont area (8 map regions), so these figures describe that whole area.
Usage intensityANTHROPIC
1.26×
usage share ÷ population share
Area’s share of national useANTHROPIC
7.4%
0.3% of population
Work-relatedANTHROPIC
46%
national 45%
Automation-styleANTHROPIC
47%
national 47%
Augmentation 53%Automation 47%

Sector mix

MODEL

Estimated share of jobs by sector, against the national mix.

Verbano-Cusio-Ossola Italy
Manufacturing 19.8%
Retail & wholesale 13.8%
Health & care 8.4%
Education 7.7%
Agriculture 7.6%
Business services 7.4%
Other services 7.1%
Construction 7.1%
Hospitality 6.5%
Transport & logistics 5.3%
Public admin 4.4%
Utilities 1.9%
ICT & software 1.5%
Finance 1.4%
Mining 0.2%

Exposed workers by sector

MODEL
Retail & wholesale 3,150 Manufacturing 2,863 Education 2,264 Health & care 2,235 Business services 2,026 Public admin 1,400 Other services 1,324 Hospitality 1,124

Ranking in Italy

MODEL

By modelled AI exposure, out of 110 regions.

98Viterbo 33% 99Cuneo 33% 100Vercelli 33% 101Verbano-Cusio-Ossola 33% 102Enna 32% 103Medio Campidano 32% 104Rieti 32%
About these estimates. No source publishes AI exposure by region for every country. The model splits Italy's real ILO sector employment across regions using population (Wikidata) and density: denser, capital-city regions get more finance, ICT and professional jobs, and rural regions more farming. Totals match national figures. AI usage figures are measured, not modelled. Methodology

Other regions of Italy

All of Italy →