Forgewright
DTC fulfillment bagger line — 1,800 orders/hr at 99.7% accuracy
Packaging2025Indiana, USA

DTC fulfillment bagger line — 1,800 orders/hr at 99.7% accuracy

Pick-to-bag fulfillment cell with vision-verified SKU match, auto-bagger, and print-and-apply at sustained 1,800 oph.

Client
Confidential — DTC Apparel Brand
Location
Indiana, USA
Capabilities
Turnkey Line Build · Machine Vision · Service & Support
1,800 oph
Orders per hour
-58%
Labor vs baseline
99.7%
Order accuracy

The challenge

DTC apparel brand grew 4× year over year and outsourced fulfillment was missing peak-season SLAs. They wanted in-house control without doubling pickers.

What we built

Pick-to-light front end, vision SKU verification with Cognex DataMan, Sharp Max auto-bagger with integrated print-and-apply, and a 4-lane diverter into outbound chutes. Aligned to their Shopify-fed OMS via REST.

Key equipment

  • Sharp Max auto-bagger
  • Cognex DataMan 380
  • Lightning Pick PTL
  • Honeywell Genesis scanners

From the floor

Illustrative image — representative of project scope; customer-identifying details have been removed.

DTC fulfillment bagger line — 1,800 orders/hr at 99.7% accuracy — 1
DTC fulfillment bagger line — 1,800 orders/hr at 99.7% accuracy — 2
DTC fulfillment bagger line — 1,800 orders/hr at 99.7% accuracy — 3

Results

Throughput hit 1,800 orders per hour with 58% less labor than the outsourced baseline. Accuracy ran 99.7% across the first two peak seasons.

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