中EN

The Systems Lab

Selection guides for WMS, OMS, YMS, WES, WCS, RCS, TMS/Drayage and AI software: feature comparisons, TCO math, integration and go-live playbooks.

All (170)WMS Selection (20)OMS (21)YMS (20)WES (20)WCS (16)RCS (6)Drayage (10)Integration & Go-live (27)
WMS-ERP Integration: 4 Ways Inventory Sync Delay Kills You
The Systems Lab · Integration & Go-live

WMS-ERP Integration: 4 Ways Inventory Sync Delay Kills You

WMS-ERP inventory sync delay problems are rarely pure tech bugs. Four ways sync delay kills you — dead scheduled jobs, partial success, master data mismatch, concurrent overselling — with the cost of each and how to survive it, plus the real-time vs scheduled trade-off.

2026-10-15
WMS Go-Live Week One: What Your War Room Needs
The Systems Lab · Integration & Go-live

WMS Go-Live Week One: What Your War Room Needs

A WMS go-live war room isn't where you meet when things break — it's the command center you build the night before launch. 7 roles, 13 checklists, 15-minute decisions: a field guide to surviving week one.

2026-10-15
When Your WMS Integration Dies at 2 AM: Monitoring and Alerting That Actually Wakes Someone Up
The Systems Lab · Integration & Go-live

When Your WMS Integration Dies at 2 AM: Monitoring and Alerting That Actually Wakes Someone Up

Equipment breaks loudly; interfaces die quietly. An automation engineer explains the three ways WMS integrations fail — timeouts, dropped orders, dirty data — the four metrics worth monitoring, how to set up alerting tiers so a P1 actually wakes someone up, and a war-room playbook that restores the business before hunting the root cause.

2026-10-15
How Long Does Retailer EDI Onboarding Really Take: Timeline From Mandate Letter to First Order
The Systems Lab · Integration & Go-live

How Long Does Retailer EDI Onboarding Really Take: Timeline From Mandate Letter to First Order

How long does retailer EDI onboarding take? From mandate letter to first live order: a realistic 6-12 week timeline from a WMS implementation consultant — prep, mapping, testing, go-live, plus the 5 failure points I've seen three times.

2026-10-15
EDI 810 Invoices: How 3PLs Reconcile Billing Without the Back-and-Forth
The Systems Lab · Integration & Go-live

EDI 810 Invoices: How 3PLs Reconcile Billing Without the Back-and-Forth

EDI 810 invoice 3PL billing disputes almost always come down to rate-table versions, billing units, or exception charges without evidence. This guide gives both sides a checklist and three contract questions that prevent the back-and-forth.

2026-10-14
WMS–RFID Reader Integration: Tag Selection, Reader Placement, and Data De-Duplication in Practice
The Systems Lab · Integration & Go-live

WMS–RFID Reader Integration: Tag Selection, Reader Placement, and Data De-Duplication in Practice

A 15-year trucking veteran on WMS RFID reader integration: where to place tags (tag placement), where to mount readers, and how to de-duplicate the reads — learned the hard way at the dock door.

2026-10-14
API Idempotency for Warehouses: Stopping Duplicate Orders When Platforms Retry
The Systems Lab · Integration & Go-live

API Idempotency for Warehouses: Stopping Duplicate Orders When Platforms Retry

API idempotency for warehouses is the defense's defense against platforms that retry order pushes: without it, one timeout becomes three duplicate shipments. Da Liu explains idempotency keys, the three-tier dedup selection line, and the maintenance pitfalls that bite later.

2026-10-14
EDI 846 Inventory Inquiry Advice: How to Calculate a Stock Snapshot That Won't Oversell
The Systems Lab · Integration & Go-live

EDI 846 Inventory Inquiry Advice: How to Calculate a Stock Snapshot That Won't Oversell

EDI 846 inventory inquiry advice from a 3PL sales director: the available quantity in your stock snapshot is on-hand minus allocated, per warehouse, at a stated time — get that definition in the contract or expect overselling.

2026-10-14
API vs EDI for Retailer Integration: Cost, Timeline, and a Selection Checklist
The Systems Lab · Integration & Go-live

API vs EDI for Retailer Integration: Cost, Timeline, and a Selection Checklist

API or EDI for retailer integration? WMS consultant Lin Xiao lays out 30+ go-lives of experience: in "API vs EDI warehouse integration," the answer isn't technical — it's about who holds the power. Includes a full cost/timeline/maintenance comparison table, a real 3PL case study on a failed 856 advance ship notice, and a night-before-go-live selection checklist for a decision in 30 minutes.

2026-10-14
EDI 997/824 Acknowledgments Explained: Tracing a Lost Transmission When Your Partner Says "Never Received It"
The Systems Lab · Integration & Go-live

EDI 997/824 Acknowledgments Explained: Tracing a Lost Transmission When Your Partner Says "Never Received It"

When your partner says "never received it," do not resend yet. This EDI 997 824 acknowledgment troubleshooting guide walks the five-step chain from send log to partner business system, explains 997 vs 824, and shows how to resend without creating duplicate documents.

2026-10-13
Ask