Author: Jason Martin
Reviewed by: Ecommerce Operations Lead
Last updated: October 31, 2025
Executive TLDR
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Most “scary” logistics failures come from messy product data, vague receiving, and no scan at pack. 
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Lock ASNs, barcode everything, and use a simple pack matrix to stop errors before they start. 
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Centralize inventory in the Midwest for 1 to 3 day ground without paying air. 
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Track five daily numbers to catch issues early, dock to stock, order accuracy, on time ship rate, billable vs actual weight, cost per order. 
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Run a 30 day hardening plan before peak so nothing goes bump in the night. 
Want a fulfillment playbook that prevents midnight fire drills — Talk to an Expert
Table of contents
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Why 3PL horror stories happen 
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The seven scariest mistakes and their fixes 
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Controls for dated and regulated goods 
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The 30 day hardening plan 
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Why Product Fulfillment Solutions 
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FAQ 
Why 3PL horror stories happen
Most nightmares are not bad luck. They are predictable results of weak inputs and unclear rules. When SKUs arrive without barcodes, when ASNs do not match labels, when pack benches guess box sizes, the floor slows and customers feel it. Fix the inputs, make the rules obvious, and audit a few numbers every day.
The seven scariest mistakes and their fixes
1) Inventory arrives “mystery style”
Symptom: Cartons show up with wrong counts or no matching labels. Receiving guesses.
Fix: Use a clean ASN template with PO, SKU, barcode, quantities by carton and pallet, and dimensions. Print labels that match the file so receiving scans, not types. Book dock times and post a receiving checklist. Target 1 to 3 day dock to stock. If overflow pops up, add warehousing and storage solutions.
2) Look alike SKUs get swapped at pick
Symptom: Similar bottles or shades get mixed. Returns spike.
Fix: Barcode first. Scan at pick and separate look alikes. Print large, high contrast bin IDs. Close the loop with a second scan at pack. See pick and pack services.
3) Labels print before the final scan
Symptom: Reprints, rework lanes, and late trucks.
Fix: Labels print after the last scan at pack. Post a pack matrix by product family so box choice is never a debate.
4) DIM weight eats margin
Symptom: Billable weight is higher than actual across common orders.
Fix: Right size packaging with a posted mailer and box matrix. Audit billable vs actual weight daily. Rate shop every label. Start under discounted shipping rates.
5) Central truth is missing
Symptom: Sales, ops, and support each use different numbers.
Fix: One product master per SKU with title, barcode, dimensions, weight, case and inner, and hazard flags. Shared dashboards for orders and exceptions under real time information.
6) Kitting clogs the main line
Symptom: Subscription builds block DTC.
Fix: Stage kitting off line with clear BOMs, photos, and barcodes. Cap WIP. Finish to sellable kits with unique labels. See kitting assembly services and subscription box fulfillment.
7) Network sprawl raises cost without speed
Symptom: Multiple nodes, still paying air.
Fix: Start centralized in Cincinnati for 1 to 3 day ground to most buyers. Add nodes only when data proves lower cost and equal or better service. See 3PL fulfillment and ecommerce fulfillment services.
Controls for dated and regulated goods
If you ship supplements, vitamins, or cosmetics:
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Capture lot and expiry at receiving and enforce FEFO at pick. 
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Mark bins that require lot picking. 
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Quarantine questionable returns and document destruction. 
 Learn more under health and wellness fulfillment services.
The 30 day hardening plan
Week 1 — Lock inputs
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Product master complete for top movers. 
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ASN template shared with vendors plus sample labels. 
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Label placement rules posted for unit, inner, carton, pallet. 
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Draft the packaging matrix. 
Week 2 — Inbound discipline
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Book dock schedule and staff to it. 
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Launch a small exception lane for overages, shorts, and damages. 
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Start reporting dock to stock daily, goal 1 to 3 days. 
Week 3 — Outbound accuracy
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Turn on scan at pick and a second scan at pack. 
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Print labels only after final scan. 
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Publish one daily cut off and staff to clear the queue. 
Week 4 — Pilot and tune
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Live pilot with promo level volume. 
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Track order accuracy, on time ship rate, handling time, billable vs actual weight, and cost per order. 
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Fix outliers, then roll to full catalog. 
Why Product Fulfillment Solutions
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Central U.S. hub for 1 to 3 day ground to most customers. 
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Barcode first receiving aligned to accurate ASNs for predictable dock to stock speed. 
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Pack matrix, right size packaging, and scan at pack standard. 
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Small parcel optimization that rate shops every label. 
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FEFO and lot or expiry controls baked in for consumables. 
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Retail and marketplace readiness through EDI solutions and connections and FBA prep services. 
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Shared views for orders, inventory, and exceptions under real time information. 
FAQ
How do I keep spooky surprises out of receiving
Use complete ASNs with matching labels and book dock times. Target 1 to 3 day dock to stock.
What accuracy should I expect from my 3PL
99.7 percent or better with scan at pick and a second scan at pack.
Do I need multiple warehouses to be fast
Start centralized. A Midwest hub hits most buyers in 1 to 3 days by ground.
How do I stop DIM weight from creeping up
Right size packaging and check billable vs actual weight daily. Rate shop every label.
What is the fastest way to harden operations before peak
Run the 30 day plan. Lock inputs, enforce scans, post the pack matrix, then pilot and tune.

