Supply Chain Analytics
We help you fully leverage the potential of your business data.
The targeted evaluation of business data in areas such as production, HR, finance, and marketing uncovers potentials and promotes your business goals. After an initial consultation, we develop a tailored solution for your data analysis process.
In close, iterative coordination with the Process Owner, we continuously validate and optimize the results. The following illustration shows the central steps of our analysis.
Our Approach
- Data Preparation
Compilation of a database according to the available data and the analysis task. If necessary: data cleaning, imputation, use of external data sources (e.g., geodata, web scraping). - Exploratory Analysis
Identification of patterns in the data using statistical and machine learning methods, followed by interpretation of the results and determination of possible causes. - Modeling/ Predictive Analytics
Forecasts, simulations, and what-if analyses to understand what to expect in the future under changed conditions and in various business scenarios. - Visualization
- Development of interactive dashboards and reports to support data-driven decision-making processes.
- Data integration
Creation of a data warehouse from various data sources (e.g., from warehouse management systems and ERP systems) to enable the use of real-time data.