A comprehensive, data-driven analysis of the cost and operational impact of resin substitutions. This portfolio contains a curated set of interactive dashboards designed to guide strategic decision-making at all levels of the business.
The "big picture" view. Presents the most critical KPIs, including overall financial success rate, top problematic parts by frequency, and a monthly trend of the substitution rate.
View DashboardA powerful waterfall chart that breaks down the total net savings, showing the positive and negative financial contributions from each major swap category. Ideal for a financial audience.
View DashboardThe central operational dashboard. Select a month from the dropdown to see a snapshot of daily financial variance, top costly machines, most frequent parts, and swap category performance for that period.
View DashboardCompares the frequency vs. profitability of different types of material swaps to identify which strategic decisions are most and least profitable. Filterable by month.
View DashboardProvides a complete performance breakdown for any individual machine. Select a machine from the dropdown to diagnose its specific KPIs and most common swap types.
View DashboardAn engineering tool to discover the most profitable material recipes for any specific part number. Select a part to see all historical swaps and their financial impact.
View DashboardA deeper analysis to test specific hypotheses, exploring the relationship between substitution frequency, production volume, and day-of-week effects.
View Dashboard