Furniture Manufacturing: BOM and cost estimation accuracy
A furniture manufacturer improved cost confidence with structured BOM and estimate governance.
Case study map
From scattered execution to one AI Native OS.
This case study is formatted around the business problem, the connected Optiwise operating layer, and the measurable owner outcome.
2 hrs
daily time saved per role
20%
more team capacity unlocked
1 truth
for job, stock, quality, and dispatch
Before Optiwise
Factory execution depended on manual visibility and follow-ups.
A furniture manufacturer improved cost confidence with structured BOM and estimate governance.
Connected action
Optiwise links planning, material readiness, WIP, and dispatch.
The case study shows how the same job, material, task, document, and status can move through one live operating layer.
Owner outcome
Owners stop being the middleware for every exception.
Teams get clearer ownership, faster escalation, and more reliable decisions without waiting for one person to connect the dots.
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.