Should-Cost Modeling Agent
Builds should-cost models from raw material indices, labor rates, and overhead assumptions to give negotiators a defensible target price before discussions.
Category managers often walk into supplier negotiations with only the quoted price to react to, with no independent cost baseline to judge whether that price reflects fair input costs and reasonable margin or an inflated number padded with unjustified surcharges
Building a should-cost model manually, breaking a component down into raw material, labor, overhead, and margin, requires specialized engineering and cost-accounting knowledge that most category managers don't have time to apply to every negotiation
As commodity and labor costs shift, models built even a quarter ago quickly go stale, undermining their credibility in the room
The agent decomposes a product or service into its underlying cost drivers, raw material inputs, labor hours by skill category, manufacturing overhead, and logistics, using bill-of-materials data and process assumptions specific to the category. It pulls live commodity price indices and regional labor rate benchmarks to price each cost driver, applies a configurable margin assumption appropriate to the supplier's industry and scale, and rolls the components up into a total should-cost target. The model refreshes automatically as underlying indices move, and compares the should-cost target against the supplier's actual quote to quantify the negotiable gap.
Decompose Product/Service Cost Structure
- Break down BOM into material, labor, and overhead components
- Identify process assumptions by category
- Determine applicable manufacturing or service delivery method
- Validate structure against engineering specifications
Apply Live Commodity and Labor Indices
- Pull current raw material price indices
- Apply regional labor rate benchmarks by skill level
- Factor in freight and logistics cost assumptions
- Apply industry-appropriate margin assumption
Calculate Should-Cost Target
- Roll up components into total should-cost figure
- Calculate cost per unit at relevant volume tiers
- Sensitivity-test against index volatility
- Document assumptions for negotiator reference
Compare Against Supplier Quote and Flag Gaps
- Compare should-cost target to supplier's quoted price
- Quantify the negotiable gap by cost component
- Identify which cost driver explains most of the gap
- Generate negotiation talking points