Latest industry insights, tutorials, best practices and case studies.
310 articles
This tutorial focuses on the OKKI CRM Product Query API, aggregating hands-on experience from multiple customer projects. It systematically explains the API capabilities, field mappings, pagination and incremental patterns, configuration on the Qeasy platform, and common pitfalls when integrating with a WMS system for supply chain scenarios.
This tutorial systematically reviews the Changjietong T+ inventory archive query API (/tplus/api/v2/inventory/Query), covering field structure, incremental patterns, and cross-system integration essentials, with practical configuration guidance on the Qeasy Cloud platform.
This article aggregates experience from multiple real customer projects to systematically break down the Wangdiantong Qimen wdt.wms.stockin.refund.querywithdetail API, covering master and detail fields, Kingdee stock-in bill mapping points, pagination/incremental patterns, and common pitfalls, helping engineers quickly complete sales return stock-in synchronization integration.
This tutorial consolidates hands-on experience from multiple customer projects to systematically dissect the DingTalk Open Platform topapi/v2/department/listsub endpoint, covering field semantics, invocation patterns, and cross-system integration essentials for scenarios such as org-structure sync between Kingdee Cloud Galaxy and DingTalk, department mapping, and employee affiliation.
This tutorial, based on the Kingdee material query interface, consolidates hands-on experience from multiple supply chain integration projects between retail-style ERP systems and Kingdee Cloud Skylight. It systematically covers the executeBillQuery API capabilities, field mapping, Qeasy platform configuration, cross-project practices, and common pitfalls, helping engineers master the full master data sync chain in one read.
This tutorial systematically reviews the practical essentials of Youzan Cloud's 'User union_id Query' API, covering the 'main API + lookup API' pattern for paginated customer retrieval and union_id/open_id lookup, typical field mappings, configuration on the Qeasy platform, and cross-project pitfall retrospectives, enabling engineers to master all practical experience of this API in one read.
This tutorial consolidates hands-on experience from multiple customer projects, systematically explaining the field schema, master-detail structure, state machine, and Kingdee Cosmos mapping points of the Wangdiantong wdt.purchase.return.query interface. It also covers configuration in QeasyCloud and common pitfalls.
Based on a real-world supply-chain integration project at a retail enterprise, this tutorial systematically breaks down the Jky erp.storage.goodsdocout.v2 Assembly/Disassembly Outbound Query interface — covering field semantics, request parameters, paging & incremental patterns, and cross-system reconciliation essentials. It also shows how to configure the adapter and field mapper on the Qeasy Data Integration Platform.
This tutorial systematically reviews the Kingdee Cloud 'Assistant Data Detail' query interface (FormId: BOS_ASSISTANTDATA_DETAIL), covering field definitions, filter conditions, and typical configurations in CRM/ERP master data synchronization scenarios. Distilled from multiple customer implementations, it consolidates common practices, pitfall checklists, and configuration guidance on the Qeasy data integration platform.
Set against the supply-chain integration between a retail platform and Kingdee Cloud, this tutorial systematically consolidates the executeBillQuery API for querying STK_Inventory: capabilities, field mapping, online-warehouse filtering, pagination, incremental strategy, and field pitfalls drawn from multiple customer projects, so engineers can master every practical detail in one read.
把电商财务的整个流程拆开看，本质就是 5 个独立的"自动化单元"——账单自动解析（JS 沙箱）、对账自动匹配（双码匹配）、凭证自动生成（集成转换规则引擎）、报表自动生成（VTable 三段式）、推送自动触发（BullMQ + 集成中心）。**这 5 件套不是 5 个孤立的产品功能，而是「数据接入 → 业务核对 → 财务入账 → 决策支持 → 系统闭环」的完整价值链**——少任何一件，闭环都不成立。本文从 CFO 与财务经理视角拆解每件套的工程实现、生产纪律与真实上线效果。
CFO 想看「上周抖店毛利情况」——过去要「提需求 → 财务经理分派 → 财务核算专员写 SQL/Excel 透视 → 出表 → 邮件发送」五段人工链，**单张临时报表平均 4.8 小时、月耗 110 小时**。AI 财务智能体的「报表生成」应用，把这条 110 小时的链压成 **90 秒一句话：CFO 用自然语言问「上周抖店毛利情况」，AI 自动从 6 个受控数据集选数据集、组装报表定义、运行预览、用业务语言讲清楚图表+洞察+建议——CFO 不写 SQL、不提需求、不等开发**。
审计师最爱什么样的对账系统？不是"对得最快的"，而是"解释得最清楚、追溯得最全、改得最透明"的那一种。这篇文章不讲通用对账流程，直接讲 5 个让审计师愿意在底稿上签字的工程化细节——**完整的差异追溯链、状态机的清晰迁移、操作日志的全量记录、桥表的 5 字段最小化、物料明细独立表**。每一条都是从 SOX 抽样测试、内控合规审计、年审问询函的真实踩坑里反推出来的工程纪律，不只是"对得上"，而是"对得上 + 能解释 + 留得下证据链"。
同一句话「对账」，在京东 POP、抖店、支付宝、亚马逊、速卖通五个平台跑出来的是五种不同的判定逻辑——京东用整单轧差把同一订单的收款和退款合并成净额再判、抖店沿用同一种整单轧差但把判定轮次刻意做少靠多证据链单点爆破、亚马逊坚持分向不轧差让收款与退款各对各的、支付宝靠三张表分别告诉你「平台给了多少」「在哪个账户」「生了多少利息」、速卖通用 4 个资金 billType 拆开两套资金账户再叠 1 张不入金蝶的 JIT 维表。这篇文章不是平台对比表，是把这五种「判定权威」背后的工程逻辑拆给你看——读完你会知道为什么亚马逊的对账失败率能从 20% 压到 5% 靠的不是多写代码而是认清「分向不轧差」是账单本质决定的。
This tutorial systematically organizes the field system, request parameters, incremental strategies, and cross-system mapping experience of the Xiaoman OKKICRM "Query Products" interface based on multiple real customer solutions. Covering downstream scenarios such as Kingdee Cloud Cosmic and Digiwin T100, it distills common practical points and pitfall reviews, helping readers master the interface in one article.
2026 年 9 月的一次电商财务沙龙现场调研，47 位业务负责人举手回答"你能熟练用几个数字化工具"——**62% 的人只举了 1-2 个手指**（Excel + 1 个内部系统），能举到 4 个以上（CRM + ERP + BI + 对账系统全用上）的只有 14%。但当主持人追问"那你懂你公司从平台收钱、到 ERP 入账、到 BI 出报表的整条数据流吗"，**举 4 个以上工具的那 14% 里也只剩 4% 能讲清完整链路**。差距不在"会用几个软件"，在 **3 件事**——会用 4 类核心工具、懂端到端数据流、懂与 IT 协作边界。本文给业务人员一份 **3 层能力阶梯**（L1 会用工具 / L2 懂数据流 / L3 懂 IT 边界）+ **每层的能力判定标准**+ **30 天速成路径**。不是教你怎么点鼠标，是教你怎么从"工具操作工"升级成"数字业务骨干"。
拼多多资金账单是 5 大已落地平台（京东 POP / 抖店 / 支付宝 / 亚马逊 / 速卖通）之外的「第六张面孔」——它和前几家都不一样：编码体系是 6 位数字（`0010002` 到 `0080001`）、字段叫「业务描述」不叫「摘要」、五个编码（小额打款 / 售后补偿 / 运费补偿 / 延迟发货 / 申诉补回）一拆二同时挂费用和收入、整张账单是 GB18030 编码导出的 CSV。本文把拼多多资金账单的结构、解析要点的 4 个版本演进（v1.0 → v1.0.1 → v1.1.0 → v1.2.0 → v1.3.0 → v1.4.0）、与已落地 5 平台的 3 大差异点讲透，让做拼多多的财务在接入之前就了解账单长什么样、未来接入要怎么走。
This tutorial consolidates hands-on experience from multiple integration projects to explain the field mapping, incremental pagination mode, and cross-system foreign-key association strategy for the Do1 Qiqiao Customer Information Query API, helping engineers master the full chain of query, deduplication, and update positioning in one read.
This tutorial consolidates real-world experience from multiple retail and distribution customer projects into a single authoritative field handbook for the Jackyun return/exchange order (shipment) query interface. It covers authentication, incremental querying, MySQL write-back, complex field handling, and common pitfalls—serving as a practical reference for supply chain reconciliation scenarios.
This tutorial systematically consolidates the field structure, request parameters, and nested objects of the Jikeyun Refund Order Query API (ass-business.refund.listRefundInfo), integrating hands-on experience from multiple private deployment customers. It covers typical mappings for Kingdee Cloud Flagship supply chain integration, Qeasy Cloud platform configuration, cross-scenario best practices, and pitfall retrospectives, serving as a practical reference for data integration engineers.
