Latest industry insights, tutorials, best practices and case studies.
48 articles
Distributor master data is the foundation of channel data integration: how to define codes, tier distributors, and build credit profiles. This article provides a practical governance framework covering coding rules, attribute models, change workflows, and integration essentials.
Stockouts and overstock are two faces of the same coin. Five recurring pitfalls in replenishment models — uniform parameters, the average trap, promotion contamination, one-sided KPIs and stale parameters — and how to correct each.
Jushuitan integrates with in-house and third-party systems through the Qimen gateway. This guide covers Qimen custom-API common parameters, MD5 signing, target_app_key routing, and the practical details of order query and inventory sync.
Promotion-day order floods, bulk inventory pushback, fan-out to multiple downstreams — the classic integration headaches all point to one piece of middleware: the message queue. A look at when MQ is the right tool, how to choose one, and the anti-patterns to avoid.
The hard part of multi-platform reconciliation is not volume but model divergence. This article presents a three-layer statement model — raw layer, standard fact layer, reconciliation layer — with field specifications, an accounting-item dictionary and bridge-table lineage.
Channel diversion control cannot rely on inspectors alone. This article shows how to build a diversion risk model on existing order, logistics, and scan-code data links: flow comparison, price anomalies, and geo-verified scans, with a closed handling loop.
The full onboarding flow for the YonBIP open platform: creating an app, exchanging AppKey/AppSecret for an access token, calling business APIs, and designing customer/material master data synchronization.
However good your real-time sync is, platform-side edits, lost messages and human errors cause long-term drift. Real reliability comes from a three-layer system: real-time sync + scheduled reconciliation + automated compensation. This article provides a deployable design.
When total stock suffices but one warehouse stockouts, transfer before purchasing. Decision order, rebalancing triggers, safety-stock allocation across warehouses, and the data calibers that make transfers executable.
Based on the Qeasy intelligent reconciliation platform running in production at a large-scale e-commerce company, this case study breaks down how the AI agent matrix — bill parsing, reconciliation scripting, expense allocation plus a general assistant — compresses monthly reconciliation from days to hours at the 100k-document scale.
A hands-on walkthrough of the Kingdee Cloud WebAPI: the three core endpoints — ValidateUser login, ExecuteBillQuery for querying bills, and Save for writing bills — with parameters, pitfalls, and best practices.
Tutorial: backhaul store-level sales, returns, and inventory data from heterogeneous POS systems to the brand's data platform. Covers SaaS POS open APIs, local database collection, and file-based fallback, plus data cleansing essentials.
