Case Studies

Discover exciting insights into our successful data and AI projects. Learn how we have overcome complex challenges — and be inspired to achieve your own goals!

Anomaly Detection
Computer Vision
Customer Analytics
Data Engineering
Deep Learning
Explainable AI
Forecasting
Fraud Detection
Frontend Solution
GenAI
MLOps
NLP
Other
Predictive Maintenance
Pricing Analytics
Quality Analytics
Recommendation Systems
Strategy
Training
Automotive
Aviation
Energy
Finance
Health & Pharma
Industry
Insurance
Other
Retail & Consumer
Telecom
Transport & Logistics
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105
Transport & Logistics

Demand Forecasting Logistics

In this project, we developed a machine learning model factory for forecasting customer demand in the B2B sector and implemented it into the client's IT infrastructure.

Forecasting
Transport & Logistics
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Demand Forecasting Logistics
Retail & Consumer

Sales Forecasting with Deep Learning

In this exciting project, we developed a sales forecasting engine based on deep learning models to predict the expected sales for the next three months.

Forecasting
Retail & Consumer
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Sales Forecasting with Deep Learning
Retail & Consumer

Price Elasticities in Retail

In this project, we collaborated with our client to develop a method for estimating store-specific price elasticities and influencing factors.

Pricing Analytics
Retail & Consumer
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Price Elasticities in Retail
Transport & Logistics

Predictive Steering in the Aviation Industry

To assess future risks in an airline's operations, we worked with the client to develop an application that uses machine learning to provide predictive guidance for operations.

Forecasting
Transport & Logistics
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Predictive Steering in the Aviation Industry
Automotive

Procurement-Suite

In this project, we developed a comprehensive procurement suite to support buyers, guiding the purchasing process from finding relevant suppliers to price negotiation.

NLP
Automotive
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Procurement-Suite
Transport & Logistics

Analysis of freight traffic flows in R Shiny

In this project, we supported our client in the production and evaluation of forecast results for freight traffic flows. An R Shiny application was developed for interactive graphical and tabular analyses.

Forecasting
Frontend Solution
Transport & Logistics
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Analysis of freight traffic flows in R Shiny
Health & Pharma

AI Use Case Workshop

In this project, we collaborated with our client, an international pharmaceutical and healthcare corporation, to plan and implement a series of AI use case workshops.

Strategy
Health & Pharma
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AI Use Case Workshop
Other

Session Data Analysis

To evaluate user satisfaction with a search engine, log data was analyzed in this project. Through the application of machine learning, we were able to extract and evaluate search sessions.

NLP
Other
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Session Data Analysis
Retail & Consumer

Marketing Analysis

To reliably assess the individual impact of marketing channels on our client's core business, we developed statistical models based on historical marketing and order data.

Other
Retail & Consumer
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Marketing Analysis
Insurance

Sales Forecasting

To project rated production in the insurance business on a monthly and yearly basis and for various distribution channels and product categories, we developed a sales forecasting engine for our client.

Forecasting
Insurance
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Sales Forecasting
About us

Your partner for the digital future. Learn what sets us apart.

statworx is one of the leading consulting and development companies for data and AI in the DACH region. We are more than just a service provider – we are your partner for the entire AI transformation. We consult, we develop, we provide further training – for more than 10 years, in over 1.000 Data & AI projects, and for over 100 clients from almost all industries. Our experts understand which tech trends truly enhance your business.

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