Project content
- Defining objectives, scope and deliverables
- Providing and extracting all customer, installed base, product and spare/wear parts data
- Preparing the data and building the data pipeline (Medallion architecture)
- Analysing and modelling the data – exploratory data analysis from the perspective of markets, customers, installed base, products, spare/wear parts including supply chain/network
- Preparing the results in BI dashboards (Power BI)
- Benchmarking spare/wear parts revenues at the customer and installed base level
- Benchmarking manufacturing costs of in-house and purchased parts using parametric cost estimation
- Interpreting and aligning the analysis results
- Quantifying and assessing optimisation potential
- Deriving key directions and measures for implementation
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