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FOX PRODUCTS
Fox Products
Labor efficiency and capacity planning for a 100-person handcraft woodwind manufacturer.
Sample data · not real client informationThe challenge
Production planning, labor efficiency and cost visibility lived in an aging ERP, email threads and spreadsheets. Leadership could not see where an instrument spends its hours or plan capacity on the finishing floor.
Our approach
We ran discovery on the floor with the production team, prototyped a capacity and efficiency tool for bassoon finishing, and designed cost dashboards with an AI daily read on top.
A roadmap from email-only operations to an AI-native system, replacing the legacy ERP one module at a time.
What we built
OverviewEarned vs. direct hours, efficiency and utilization by week.
The chainWhere an instrument spends its hours, step by step.
Skills matrixWho is trained on what, and who is off their development path.
Daily readA plain-English summary of the week, written by AI.
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