Use Cases

On this page, you will find examples of potential use cases in the automation of workflows with Machine Learning, ordered by industry

Agriculture

Detecting pest and weed infestation
Harvest and crop price prediction
Monitoring reforestation projects

Back Office

Automated question answering for CVs of candidates
Classification of customer requests
Classification of PDF documents
Extracting information from tables
Extraction of entities from invoices and orders in SAP
Identification and validation of contract clauses

Banking

Anti-money laundering (AML)
Monitoring of economic activities and trends
Stock trading based on sentiment analysis

Commerce

Forecasting product demand and prices
Identification of fake products
Image tagging and recognition for product images
Product feature extraction and standardization
Semantic product search

Government & Public Sector

Automatic creation of technically correct responses to ongoing public procedures
Classification and information extraction of incoming documents for completeness and fraud checks
Crop type classification for subsidy control
Semantic search and RAG for searching document archives

Healthcare & Pharma

Genome sequencing
Information extraction for electronic health records
Medical image diagnosis
Tracking of side effects and updating of SmPCs

Insurances

Claim processing for car insurances
Information extraction from attending physician statements (APS) for underwriting
Thatch roof detection for underwriting
Thunderstorm damage analysis and claim processing

Manufacturing & Automotive

Information extraction from technical manuals
Parameter optimization
Visual inspection and defect control

Meteorology

Detection of convective clouds on satellite images
Entity recognition in news articles and free text
Thunderstorm damage analysis and claim processing

Mining

Automatic analysis of geological maps and reports
Mine detection and classification
Monitoring of haul roads
Quantification of production volume by volumetric analysis of stock piles
Tailings dam stability monitoring

Transportation & Logistics

Automatic object detection on airport runways
Shipping volume prediction
Traffic congestion prediction
Visual cargo inspection

Utilities

Estimation of solar roof capacity
Infrastructure monitoring
Power outage prediction