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AI Atlas — The Global AI Opportunity Atlas
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Search and filter AI problems across domains and countries.
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34 results
Problem
Domain
Country
Upvotes
Prioritizing grid restoration after storms
Energy
United States of America
Confirmed:
8
Flagging risky clauses in SME contracts
Legal services
United Kingdom
Confirmed:
8
Early warning for livestock disease spread
Veterinary medicine
New Zealand
Confirmed:
8
Screening high applicant volumes without losing qualified talent
Human resources
Canada
Confirmed:
8
Triaging property maintenance requests by urgency and cost
Construction and real estate
United Arab Emirates
Confirmed:
8
Supporting teachers with individualized learning interventions
Education
Brazil
Confirmed:
8
Routing guest requests to the right hotel team instantly
Tourism and hospitality
Thailand
Confirmed:
8
Detecting crop disease for small farms
Agriculture
India
Confirmed:
8
Localizing flood risk alerts for communities
Environment and climate
Philippines
Confirmed:
7
Predicting veterinary patient deterioration
Veterinary medicine
United Kingdom
Confirmed:
7
Building fairer shift schedules under demand constraints
Human resources
Netherlands
Confirmed:
7
Optimizing food-waste forecasting
Environment and climate
Netherlands
Confirmed:
7
Aligning hotel staffing to volatile demand
Tourism and hospitality
Spain
Confirmed:
7
Improving freight ETA reliability for shippers
Transportation and logistics
Poland
Confirmed:
7
Triaging insurance claims documents faster
Financial services
Netherlands
Confirmed:
7
Detecting empty shelves before sales are lost
Retail and commerce
Mexico
Confirmed:
7
Predicting factory equipment failures before downtime
Manufacturing
Korea (South)
Confirmed:
6
Identifying cybersecurity misconfigurations in SMEs
Cybersecurity
United States of America
Confirmed:
6
Accelerating systematic literature reviews
Scientific research
United States of America
Confirmed:
6
Automating multilingual public-service form assistance
Public services
Germany
Confirmed:
6
Pre-checking benefits eligibility before full applications
Public services
Canada
Confirmed:
6
Detecting energy loss in municipal buildings
Energy
Sweden
Confirmed:
6
Making media archives searchable by scene and topic
Media and creative industries
Japan
Confirmed:
6
Guiding citizens through legal problem intake
Legal services
South Africa
Confirmed:
6
Improving public transport disruption communication
Transportation and logistics
France
Confirmed:
5
Explaining fraud alerts to reduce false declines
Financial services
Singapore
Confirmed:
5
Detecting PPE and hazard gaps on construction sites
Construction and real estate
United Arab Emirates
Confirmed:
5
Assisting researchers with lab protocol execution checks
Scientific research
Switzerland
Confirmed:
5
Quality-checking localized media at scale
Media and creative industries
Korea (South)
Confirmed:
5
Matching social-care referrals to available services
Social services
Australia
Confirmed:
5
Reducing manufacturing quality-inspection errors
Manufacturing
Germany
Confirmed:
5
Reducing diagnostic delays in rural healthcare
Healthcare
Kenya
Confirmed:
5
Identifying students at risk of dropping out early
Education
Romania
Confirmed:
5
40% of veterinary investigations are misdianosis
Healthcare
Romania
Confirmed:
0