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Business Mann mit Tablet | © Zellweger Management Consultants AG

Data science & AI

Advanced analytics in assortment management

End-to-end analysis of the product range and definition, simulation of measures to streamline the range for an international manufacturer of cable and communication solutions.

Project content

  • Defining objectives, scope and deliverables
  • Providing and extracting data on customers, products, customer and production orders, etc.
  • Preparing the data and building the data pipeline (Medallion architecture)
  • Modelling the data (exploratory data analysis)
  • Analysing the data, classifying customers and products
  • Preparing the results in BI dashboards (Power BI)
  • Simulating approaches to streamline the product range (revenue, margin, production capacity and costs, capacities, etc.)
  • Developing a quantified action plan

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