Case StudyFurniture
Furniture Manufacturing: BOM and cost estimation accuracy
A furniture manufacturer improved cost confidence with structured BOM and estimate governance.
8 Apr 20261 min readBy AICAN Customer Team

Furniture | Layered BOM inaccuracies hurt pricing and margins
A furniture manufacturer improved cost confidence with structured BOM and estimate governance.
The Reality
- BOM versions were duplicated in spreadsheets without controls.
- Material and process cost updates did not sync quickly to quotes.
- Job-level profitability was hard to validate post-dispatch.
The Cost
- Uncertain quoting and margin leakage.
- Frequent commercial rework when costs changed.
- Poor visibility on which jobs were truly profitable.
The Fix
Digitize
- Centralized BOM versions with controlled approvals.
- Linked estimates directly to quotation workflows.
- Captured planned versus actual cost at job level.
Optimize
- Flagged margin risk before quote release.
- Tracked variance by category and design family.
- Improved confidence in order acceptance decisions.
Scale
- Automated cost-refresh impacts on active quotes.
- Rolled out standard estimate templates across teams.
- Enabled management dashboards for product-line profitability.
The Result
Before: Costing drift repeatedly damaged quote quality.
After: Margin governance became tighter and quote confidence increased.
Digitize what you have. Optimize what you can see. Scale what you have earned.
