Manufacturing
Signal
Micro-stoppages clustering before each shift change — invisible on the dashboard, lethal on output.
11% output recovered
We catch it in the signal — before it ever hits your P&L.
By the time a loss lands in a monthly report, the money is already gone. Your operations broadcast the warning days or weeks earlier — in downtime patterns, stockouts, lead-time variance, scrap spikes. We listen upstream, and turn those signals into margin you never lose in the first place.
Real samples from real engagements (anonymized). One CSV in — a full signal teardown out. Download any of them below.
Store-level inventory, sales, receiving and known loss by SKU. Send your own equivalent — we'll handle the cleanup.
| store_id | sku | product | book | physical | unit_cost | net_sales |
|---|---|---|---|---|---|---|
| Store-101 | SKU-44821 | Wireless Earbuds | 1200 | 1158 | $12.40 | $21,850 |
| Store-101 | SKU-22107 | Cotton T-Shirt | 860 | 844 | $4.10 | $9,180 |
| Store-102 | SKU-90334 | Coffee 12oz | 2100 | 2071 | $6.75 | $21,840 |
| Store-103 | SKU-71200 | LED Desk Lamp | 410 | 392 | $18.20 | $8,745 |
Anonymized samples · your report is built from your own data
Three industries. Three cost leaks our clients didn't know they had — until we listened.
Signal
Micro-stoppages clustering before each shift change — invisible on the dashboard, lethal on output.
11% output recovered
Signal
Replenishment lag on top-30 SKUs during weather events, costing margin every Saturday.
$2.4M / yr unlocked
Signal
Lead-time variance compounding across three tiers — driving safety stock 38% higher than needed.
22% working capital freed
Most consultants benchmark. We instrument. In 14 days, our signal-based engagement pulls from the systems you already run and shows you — in dollars — exactly where operations is paying a tax it shouldn't be.
We ingest the operational telemetry, ERP, MES and POS signals you already produce — no new tooling.
Pattern detection across signals isolates the leak: which process, which shift, which SKU, in dollars.
A short, surgical intervention — process, policy, or both. Measured against your own baseline.
A 20-minute conversation. We'll point to the leak we'd hunt first. No deck, no obligation.
Send any CSV that needs attention — we'll run it on our own machines and return the signal map.
worldgroupsolutions.com