I analyzed the BOM for all oxygen sensor variants, mapping each component by cost, complexity, and supplier. I reviewed the supplier footprint across Germany, Czech Republic, China, and India, factoring in logistics lead times and landed costs. Using supplier cost breakdowns (materials, labor, overhead, tooling), I built comparative cost models to identify savings levers. This analysis highlighted localization opportunities and guided supplier consolidation and platform standardization.