Case studies
What I find inside businesses, and what changed
Case study · ABM · Facility services, Fortune 500 division
Needed to provide thousands of maintenance procedures, but they took half a day each.
A chip plant asked ABM for a written procedure for every machine it maintains. Each one is a step by step guide a technician follows, and each one needs a matching test that proves the technician can do the job.
Reduce labor, Increase capacity
$69,000
Labor capacity freed
60 days · Aug 2026

Case study · Apparel Redefined · Apparel decoration, Chicago
Every sale landed in QuickBooks blank, for one accountant to code by hand.
Reduce labor, Remove frustrating manual work, Eliminate recurring errors
150 hrs/yr
Aug 2026

Case study · Apparel Redefined · Apparel decoration, Chicago
One order in ten sat on the dock a week or more before anyone could start making it.
Eliminate a bottleneck, Speed up a process, Improve customer experience
75% fewer
Mar 2026

Case study · Apparel Redefined · Apparel decoration, Chicago
The shop found out an order was late when the customer did.
Improve visibility, Improve customer experience
62% fewer
Mar 2026