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