Project content
- Defining objectives, scope and deliverables
- Providing and extracting data (bills of materials, drawings, specifications, manufacturing costs for material and production, production plans, etc.)
- Preparing the data and building the data pipeline (Medallion architecture)
- Analysing and modelling the data (exploratory data analysis)
- Machine-based derivation of functional structure and costs, classification of components and assemblies
- Online analysis of value, utility and importance/significance of functions for customers
- Benchmarking manufacturing costs of in-house and purchased parts using parametric cost estimation
- Preparing the results in BI dashboards (Power BI)
- Quantifying and assessing cost reduction potential
- Planning and initiating implementation
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