Guest Article
MDM guest article by Ted Hebert. Mid-market distributors are leaving $1-5M on the floor and the entry barrier to AI-first operations has finally collapsed. Here is the diagnostic-first framework that actually works.
Operations
Diagnostic checklist for VP Ops at $50M–$500M industrial distributors. Reorder points, staffing models, institutional knowledge, quarter-end complaints, stalled AI — each warning sign maps to a fix.
Strategy
Labor costs are up 8-12% annually. Margins sit at 5-8%. And 68% of distributors can't find enough skilled workers. Dashboards won't fix this. Your waste has a price — here's how to find it.