Industry: Manufacturing · Function: Engineering Simulation · Focus: Parametric Cost Calculation
Cost Model for K-Type Configuration Manufacturing — Parametric Cost Simulation
Industry: Manufacturing · Function: Engineering Simulation · Focus: Parametric Cost Calculation
The Challenge
High variance in cost model estimation for complex K-type manufacturing configurations delayed sales quotation cycles and reduced margin accuracy.
- Manual spreadsheet calculations led to inconsistent component costing across product variants.
- Engineering teams spent days recalculating quotes when material prices fluctuated.
The Solution
IdentifYou engineered a deterministic simulation model for K-type configuration cost calculation and quotation accuracy.
- Automated BOM parsing and parametric cost calculation engine.
- Real-time margin impact analysis based on current raw material pricing.
Business Outcomes
- 100% quotation accuracy achieved across all K-type product configurations.
- 80% faster calculation time from days to minutes.
Technology Used
Python, Node.js, Microsoft PowerApps, SQL Server, CAD / BOM APIs