Case studies

Results from shops like yours

Three recent projects, shared with permission from the owners.

Priya and two shop leads planning a job at a workbench

Cabinet shop, 24 people

Lead time from 9 weeks to 5

Jobs waited days between stations because the schedule was built around full batches. We halved batch sizes, set a daily start list and moved the edge bander next to the panel saw.

Result: Quoted lead time fell from 9 weeks to 5 in four months, with no new hires.

Chair maker, 41 people

Rework down 38 percent

One in five chairs came back from finishing with sanding defects. We added a light table check at sanding and trained two leads to coach the rest.

Result: Rework fell 38 percent in ten weeks and the finish line stopped working Saturdays.

Outdoor furniture, 60 people

On-time shipments from 71 to 94 percent

Spring orders shipped late because the plan ignored seasonal demand. We built a weekly capacity plan in a spreadsheet the owner runs himself.

Result: On-time shipments rose from 71 to 94 percent over one season.

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