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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 & Meteorology
Detecting pest and weed infestation
Entity recognition in news articles and free text
Harvest and crop price prediction
Back office functions
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
Banks & Insurances
Anti-money laundering (AML)
Claim processing for car insurances
Stock trading based on sentiment analysis
Thunderstorm damage analysis and claim processing
Government & Public Sector
Automated public services
Crop classification for EU subsidy control (CAP)
Urban growth and change analysis
Healthcare & Pharma
Genome sequencing
Information extraction for electronic health records
Medical image diagnosis
Tracking of side effects and updating of SmPCs
Manufacturing & Automotive
Information extraction from technical manuals
Parameter optimization
Visual inspection and defect control
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
Retail, E-commerce & Marketplaces
Forecasting product demand and prices
Identification of fake products
Image tagging and recognition for product images
Product feature extraction and standardization
Semantic product search
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