Practical guides for apparel operations.
Editorial guides on the systems and workflows that run an apparel business - PLM, ERP, EDI, tech packs and bills of materials. Written for operations, sourcing and merchandising teams. No product pitch; the mechanics, the trade-offs, and the mistakes to avoid.
What is an RMA in apparel?
RMA meaning, what the RMA number does, the RMA process step by step, form fields, wholesale RAs, credit memos and 820 deductions, and where the RMA lives in the apparel stack.
Vendor comparisonReturns management software compared: Redo vs Loop vs Narvar
Business models, pricing, exchange mechanics, fraud, platform fit, what none of them do (wholesale RAs, disposition, inventory states), and a decision matrix by brand situation. Vendor pages checked August 2026.
Practical guideShopify B2B for apparel brands
What it does well, where it stops - the April 2026 plan change, at-once strengths, the apparel wholesale wall, and running it alongside a wholesale platform.
TechnologyMCP and apparel ERP: what changes when AI reads live data
What connecting an AI model directly to a live apparel ERP actually changes - the analysis it makes cheap, what it can't fix, and how to evaluate a vendor's claim.
Practical guideNetSuite for apparel brands
Strengths, gaps and the hybrid architecture - what SuiteSuccess A&F changes, the customization annuity, and the three architectures brands choose between.
Practical guideWhat is a line sheet in apparel?
The wholesale selling document explained - what goes in one, line sheet vs lookbook, PDF vs live digital sheets, seasonal timing, and the mistakes that cost orders.
Practical guide3PL vs your own warehouse
How apparel brands actually decide - real 3PL costs, the revenue crossover, what in-house requires, hybrid models, and keeping the decision reversible.
Practical guideReturns management for apparel brands
The 2026 guide - the D2C fit problem, wholesale RAs and deductions, disposition rules, inventory accuracy, and what actually reduces return rates.
Practical guideInventory replenishment in apparel
Methods, size ratios and timing - core vs seasonal, broken size runs and ratio-aware reordering, safety stock, and how much to automate.
Practical guideWholesale vs retail in apparel
The pricing chain from landed cost to MSRP, the honest margin comparison, channel conflict, and what each model demands operationally.
Practical guideWhat is apparel PLM software?
The nine PLM modules, when a brand actually needs PLM, the standalone-vs-integrated decision, common implementation pitfalls, and a buying checklist.
Practical guidePLM vs ERP for apparel brands
The practical difference, the eight data flows between the two systems, the handoff that usually breaks, and the three architecture models brands actually run.
Practical guideWhat is EDI in apparel?
The eight core X12 documents, why retailers require EDI, how chargebacks compound, middleware vs. native ERP EDI, and what the whole thing actually costs.
Practical guideWhat is a tech pack in apparel?
The eight sections of a complete tech pack, who reads which part, the six common failure modes, and the PDF-vs-PLM question.
Practical guideWhat is a bill of materials in apparel?
The eight component categories, consumption and yield mechanics, variant costing by colourway, and how the BOM drives purchasing.
Practical guideWhat is a size matrix in apparel?
Size runs, ratios and curves, prepacks, per-market matrices, broken size runs - and why apparel is a matrix, not a SKU.
Practical guideWhat is range planning in apparel?
Option counts, price architecture, delivery drops, carry-over vs newness, and the plan-vs-actual discipline that keeps seasons honest.
Practical guideWhat is critical path in apparel?
The standard milestones, backward scheduling from delivery, TNA calendars, dependencies and buffers - and why paths slip.
Practical guideWhat is an ASN in retail?
The 856 structure, UCC-128 labels and SSCCs, the ship-confirm workflow, timing rules and the chargebacks that follow ASN failures.