Industry Cases

Public Sector AI Case Studies

Use Cases

Explore sewer and tower inspection, plus research partnerships.

Products

AIWinOps WinEdge

Municipal public works agency

Sewer Video Inspection

Faster sewer defect review and reporting

Pain Points

Customer pain points

Sewer entry puts inspectors at risk
Limited staff restrict coverage
Manual footage review delays reports

Results

Results and benefits

AI flags pipe defects in CCTV footage
Generate inspection reports faster
Reduce the need for hazardous entry

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AI Visual Inspection

Products

AIWinOps WinEdge

Police communications agency

Communications Tower Inspection

Tower defects detected from images

Pain Points

Customer pain points

Tower climbs are hazardous
Inspection is costly and infrequent
Visual judgments vary by inspector

Results

Results and benefits

AI detects rust and exterior defects in images
Reduce inspection work at height
Archive findings for maintenance

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AI Visual Inspection

Products

AIWinOps NumOps

Ministry of Economic Affairs grant programs applied for jointly with enterprises

Government R&D Programs

Government R&D programs support field validation

Pain Points

Customer pain points

Smaller firms lack R&D capacity
Building AI in-⁠house is difficult
Funding the full transition carries risk

Results

Results and benefits

Use case grants and the A+ R&D Program
Combine public funding with AIWin expertise
Validate AI in real operations

Explore all four solutions

AI Visual Inspection AI Data Analytics AI Edge Computing AI Knowledge Collaboration

Products

NumOps WinEdge

National-⁠level industrial research institute

Research Institute Partnerships

Joint predictive-modeling research

Pain Points

Customer pain points

Research needs to work in practice
Industry data differs by site
Technology transfer needs reproducible methods

Results

Results and benefits

Research sales, materials and textile color models
Validate methods on real industry data
Build repeatable approaches for adoption

Explore all four solutions

AI Visual Inspection AI Data Analytics AI Edge Computing AI Knowledge Collaboration

Contact

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Public Sector AI Case Studies

Public sector AI in practice

Sewer Video Inspection

Customer pain points

Results and benefits

Communications Tower Inspection

Customer pain points

Results and benefits

Government R&D Programs

Customer pain points

Results and benefits

Research Institute Partnerships

Customer pain points

Results and benefits

Where could AI help you?