Casebase- powered by Alexander Thamm GmbH - black
Book your Demo

#AI in Action

Data & AI

Use Case Library

A selection of high-impact use cases across major industries, tasks and risk categories. Find insights and inspiration on real life Data & AI-powered innovations.

AI Use Case Library by casebase

  • Use Case Family

  • Business Domain

  • Processes

  • Risk Class (EU AI-Act)

Marketing Campaign Performance Prediction

Marketing Campaign Performance Prediction

GenAI; Predictive Analytics & Forecasting; Agentic AISales & MarketingCampaigningLow Risk
Customer Segmentation

Customer Segmentation

Personalization & Recommendation; Predictive Analytics & ForecastingSales & MarketingCustomer AnalyticsNo Risk
Dynamic Pricing Optimization

Dynamic Pricing Optimization

Automation; Predictive Analytics & ForecastingSales & MarketingPricing No Risk
Automated root cause analysis in production

Automated root cause analysis in production

Predictive Analytics & Forecasting; Agentic AIManufacturingQuality ManagementLow Risk
Quality Inspection

Quality Inspection

Automation; Computer VisionManufacturingQuality ManagementLow Risk
Predictive Maintenance for Machinery

Predictive Maintenance for Machinery

Predictive Analytics & Forecasting; Anomaly DetectionManufacturingPredictive MaintenanceNo Risk
Supply Chain Risk Prediction

Supply Chain Risk Prediction

Predictive Analytics & Forecasting; Anomaly DetectionSupply ChainRisk ManagementNo Risk
Lagerbestandsoptimierung

Lagerbestandsoptimierung

Automation; Predictive Analytics & ForecastingSupply ChainLagerverwaltungNo Risk
Route Optimization

Route Optimization

Automation; Predictive Analytics & ForecastingSupply ChainTransportNo Risk
Drug Discovery

Drug Discovery

GenAI; Automation; Predictive Analytics & ForecastingR&DProduct DesignHigh Risk
Umweltsimulationen von Produkt-Prototypen

Umweltsimulationen von Produkt-Prototypen

GenAI; Automation; Predictive Analytics & ForecastingR&DProduct innovationLimited Risk
Wissenschaftliche Literatur & Patentanalyse

Wissenschaftliche Literatur & Patentanalyse

NLP; Agentic AI; Graph & Relationship AnalyticsR&DKnowledge retrievalLimited Risk
Contract Review Multi-Agent System

Contract Review Multi-Agent System

Recommender System; GenAI; Automation; Chatbot; NLP; Agentic AIProcurementSource-to-ContractLow Risk
Time Series Demand Forecasting

Time Series Demand Forecasting

Predictive Analytics & ForecastingProcurementStrategic PlanningNo Risk
Supplier Risk Analysis

Supplier Risk Analysis

Anomaly Detection; Predictive MaintenanceProcurementSupplier Relationship ManagementNo Risk
IT Help Desk Support

IT Help Desk Support

GenAI; NLPIT IT SupportLow Risk
Predictive IT system monitoring

Predictive IT system monitoring

Predictive Analytics & ForecastingITSystem MonitoringLow Risk
Automated IT Incident Management

Automated IT Incident Management

Automation; Anomaly DetectionITSystem MonitoringNo Risk
Personalized Employee Learning Path

Personalized Employee Learning Path

Personalization & RecommendationHuman Ressource Employee Learning & DevelopmentLow Risk
Employee Retention Analysis

Employee Retention Analysis

Predictive Analytics & ForecastingHuman Ressource Retention ManagementHigh Risk
Automated applicant pre-selection

Automated applicant pre-selection

NLPHuman Ressource Hiring & RecruitingLimited Risk
Cash Flow Forecast

Cash Flow Forecast

ForecastingFinanceBusiness PlanningNo Risk
Fraud Detection In Financial Transactions

Fraud Detection In Financial Transactions

Anomaly DetectionFinanceFraud Detection & Financial Transaction MonitoringNo Risk
Automated Invoice Matching

Automated Invoice Matching

Automation; NLPFinanceInvoice ProcessingNo Risk
Real-Time Energy Consumption Optimization

Real-Time Energy Consumption Optimization

Automation; Predictive Analytics & ForecastingOperationsEnergy ManagementLimited Risk
1 2