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)

The Systems Lab · RCS

When RCS Meets MES: Line-Side Material Call-Off and Kitting Integration Guide

When RCS meets MES for line-side material call-off and kitting: field cases from Jiaxing, Suzhou and Changzhou, a cost-benefit framework, and why the bottleneck shifts from information flow to data quality once the systems are wired together.

2026-10-15

The Systems Lab · RCS

RCS Maintenance Checklist: Daily Inspection of LiDAR and Safety Edges

Small-warehouse owner Xiao Ma tours a big DC's robot fleet and comes home with a down-to-earth daily checklist for LiDAR, safety edges, and charging contacts—because grime kills more robots than crashes do.

2026-10-13

The Systems Lab · RCS

Slowing AMR Fleet? RCS Task Log Replay Congestion Analysis Finds the Bottleneck

Your fleet is slowing down and the robots aren't the problem — the roads are. This RCS task log replay congestion analysis playbook walks you through pulling logs, replaying them, and pinning down bottlenecks: charging pileups, narrow-aisle deadlocks, two real rescue stories, and a go-live night checklist.

2026-10-13

The Systems Lab · RCS

RCS vs WMS vs WCS: Who Really Owns Task Dispatch in an Automated Warehouse

Who owns task dispatch when RCS, WMS, and WCS all claim it? Lao Mi breaks down the three-layer ownership battle with two real-world cases: the WMS owns the work, the WCS owns the equipment, the RCS just drives — and dispatch must answer to the WCS. Includes an ownership table, a cost comparison, and three negotiation questions.

2026-10-13

The Systems Lab · RCS

RCS Multi-Robot Task Allocation: Assigning Jobs Without Pileups and Deadhead Runs

RCS multi-robot task allocation isn't closest-first: distance, battery, task type, and congestion decide. Lin Xiao compares four allocation strategies, shares two go-live war stories, and shows why a 20% idle fleet beats a fully loaded one.

2026-10-11

The Systems Lab · RCS

RCS Task Priorities: Letting Rush Orders Cut the Line Without Killing the Wave

Misconfigured RCS task priority speeds up rush orders and starves everything else. An automation engineer explains how scheduling queues and priority weights work, compares three preemption setups, and shares field-tested rules for tiers, aging, and reserved capacity.

2026-10-11