案例與項目

背景

跨境小團隊的管理資訊散落在電郵、即時訊息與多個平台；彙整日誌、分流郵件、更新紀錄全部依賴人手，而一般軟件要求流程先遷就它的欄位。

每天在做甚麼

• 彙整同事每日三段工作日誌，產出管理摘要
• 分流公司電郵，附摘要並挑出需要處理的事項
• 起草對外通訊、產生三語文件並維護網站內容

人機界線

• 對外發送一律先由人確認，AI 只負責起草
• 機密資料與客戶識別資料不進入對外內容
• 定價、合約與對外承諾由人決定

背景

保險條款冗長、產品結構複雜，公眾在投保前難以理解保障範圍與限制；市面流傳的資料多為銷售導向，缺少中立、可持續更新的中文參考。保险条款冗长、产品结构复杂，公众在投保前难以理解保障范围与限制；市面流传的资料多为销售导向，缺少中立、可持续更新的中文参考。Policy wordings are long and product structures complex, so the public struggles to understand cover and exclusions before buying. Most available material is sales-oriented, with little neutral and continuously updated reference in Chinese.

我們的做法

1. 按險種整理可比較的產品資料結構（醫療、自願醫保、旅遊、人壽、家居、汽車、寵物、家傭、展覽、按揭火險等）
2. AI 保險助理以自然語言回應查詢，協助用戶理解產品差異與保障範圍
3. 每日以自動化流程更新搜尋動態與保險資訊，維持站點持續更新
4. 由 AI Agent 產出保險知識與時事分析內容，經人手審閱後發布
5. 內建合規邊界：以資訊與比較為主，每頁附資料來源與免責聲明

1. 按险种整理可比较的产品数据结构（医疗、自愿医保、旅游、人寿、家居、汽车、宠物、家佣、展览、按揭火险等）
2. AI 保险助理以自然语言回应查询，协助用户理解产品差异与保障范围
3. 每日以自动化流程更新搜索动态与保险信息，维持站点持续更新
4. 由 AI Agent 产出保险知识与时事分析内容，经人手审阅后发布
5. 内置合规边界：以信息与比较为主，每页附资料来源与免责声明

1. Product data structured for comparison by line — medical, VHIS, travel, life, home, motor, pet, domestic helper, exhibition and mortgage fire insurance
2. An AI insurance assistant answers natural-language questions, helping users understand product differences and cover
3. Search trends and insurance information refreshed by automated pipeline every day
4. Insurance knowledge and current-affairs explainers drafted by AI agents, reviewed by a human before publication
5. Compliance boundaries built in: information and comparison only, with sources and disclaimers on every page

現況與進展

• hk.insure 已上線運作，AI 比較助理與每日更新機制持續運行
• 覆蓋主要個人及中小企險種的中文產品資料庫
• 保險知識庫與站點改版持續開發中

• hk.insure 已上线运作，AI 比较助理与每日更新机制持续运行
• 覆盖主要个人及中小企业险种的中文产品数据库
• 保险知识库与站点改版持续开发中

• hk.insure is live, with the AI comparison assistant and daily refresh running continuously
• A Chinese-language product database covering the main personal and SME insurance lines
• The insurance knowledge base and a site rebuild are in progress

背景

商務社群的人脈撮合長期依賴人手記憶與轉介，無法規模化；一般工具只在你打開它時才存在，你不打開它，它就不會替你找機會。同時參與者普遍對個人資料曝光有顧慮，直接公開聯絡方式會令大部分人卻步。商务社群的人脉撮合长期依赖人手记忆与转介，无法规模化；一般工具只在你打开它时才存在，你不打开它，它就不会替你找机会。同时参与者普遍对个人资料曝光有顾虑，直接公开联络方式会令大部分人却步。Matching people inside a business community still relies on human memory and referral, and cannot scale. Ordinary tools exist only while you have them open — leave them closed and they will not look for opportunities on your behalf. Members are also wary of exposing personal data: publishing contact details outright puts most of them off.

我們的做法

1. 名片自動建檔：以隨機短網址生成可隨時撤銷的電子名片 QR Code，姓名與電話不會編碼進圖中
2. 人脈庫全面脫敏：只保留行業、決策層級與業務需要，查詢永不回傳他人姓名與聯絡方式
3. 雙盲撮合引擎：依需求召回並精排，交換聯絡前雙方均不可見對方身分，每一次同意都留存紀錄
4. 三支柱 Connect／Coach／Inform 共用同一份用戶商業檔案——先知道你在做甚麼生意，才給得出對得上情境的判斷
5. 主動節奏取代被動查詢：每日 08:00 今日精選、每週三情報週報、每月關係月檢，主動送到你面前
6. SoMate MCP Server 讓 WorkBuddy 等 AI 代理接入：代理可查、查詢維持脫敏，寫入僅限已認證用戶，不可代你對外行動
7. 整站與後端由 WorkBuddy AI Agent 端到端建構，人類團隊負責審核、測試與把關

1. 名片自动建档：以随机短网址生成可随时撤销的电子名片 QR Code，姓名与电话不会编码进图中
2. 人脉库全面脱敏：只保留行业、决策层级与业务需要，查询永不回传他人姓名与联络方式
3. 双盲撮合引擎：依需求召回并精排，交换联络前双方均不可见对方身分，每一次同意都留存纪录
4. 三支柱 Connect／Coach／Inform 共用同一份用户商业档案——先知道你在做什么生意，才给得出对得上情境的判断
5. 主动节奏取代被动查询：每日 08:00 今日精选、每周三情报周报、每月关系月检，主动送到你面前
6. SoMate MCP Server 让 WorkBuddy 等 AI 代理接入：代理可查、查询维持脱敏，写入仅限已认证用户，不可代你对外行动
7. 整站与后端由 WorkBuddy AI Agent 端到端构建，人类团队负责审核、测试与把关

1. Card auto-capture: an e-card QR code built on a random short link, revocable at any time, with no name or phone number encoded into the image
2. The network is de-identified throughout — industry, seniority and business need only, and no query ever returns another member's name or contact details
3. A double-blind matching engine recalls and ranks candidates by need; neither side sees the other's identity before contact is exchanged, and every consent is recorded
4. Three pillars — Connect, Coach and Inform — share one business profile: it has to know what business you are in before its judgement can fit your situation
5. An active rhythm replaces passive lookup: a daily 08:00 shortlist, a Wednesday intelligence report and a monthly relationship review arrive on their own
6. A SoMate MCP server lets AI agents such as WorkBuddy connect: agents can read de-identified data, writes are limited to authenticated users, and no agent may act externally on your behalf
7. The site and backend built end to end by the WorkBuddy AI agent, with a human team reviewing, testing and signing off

現況與進展

• 已上線運作於 somate.aixsociety.com，先導階段採邀請制、由團隊逐一陪同
• 12,571 筆商業人脈按資料可信度與認識年期完成分層
• 1,200 位核心會員完成公司背景、職位職責與決策層級研究；其中 596 位同時具備明確業務需求與決策權
• 339 個行業分類；每日精選、每週情報週報與每月關係月檢已就緒
• 雙盲撮合引擎與 MCP 接口進入先導階段；四層架構共 21 項功能藍圖已公開列出

• 已上线运作于 somate.aixsociety.com，先导阶段采邀请制、由团队逐一陪同
• 12,571 笔商业人脉按数据可信度与认识年期完成分层
• 1,200 位核心会员完成公司背景、职位职责与决策层级研究；其中 596 位同时具备明确业务需求与决策权
• 339 个行业分类；每日精选、每周情报周报与每月关系月检已就绪
• 双盲撮合引擎与 MCP 接口进入先导阶段；四层架构共 21 项功能蓝图已公开列出

• Live at somate.aixsociety.com — the pilot is invitation-only, with the team accompanying each member
• 12,571 business contacts stratified by data confidence and length of acquaintance
• 1,200 core members researched for company background, remit and decision-making level; 596 of them combine a stated business need with decision authority
• 339 industry categories, with the daily shortlist, weekly intelligence report and monthly relationship review already in place
• The double-blind matching engine and the MCP interface are in pilot; the full blueprint of 21 functions across four layers is published

背景

想學做歌的人不少，但少有一份教材把「拆解編曲、用 AI 工具做歌、寫詞協音、演繹與發行」串成一條走得通的路。工具與模型版本更替極快，紙本與舊文寫完就過時；粵語聲調與旋律的協音更幾乎無人系統說明。想学做歌的人不少，但少有一份教材把「拆解编曲、用 AI 工具做歌、写词协音、演绎与发行」串成一条走得通的路。工具与模型版本更替极快，纸本与旧文写完就过时；粤语声调与旋律的协音更几乎无人系统说明。Plenty of people want to learn how songs are made, yet few resources connect arrangement breakdown, AI-assisted production, lyric writing, performance and release into one walkable path. Tools and model versions turn over fast, so anything printed or written a year ago is already dated — and matching Cantonese tones to melody is almost never explained systematically.

我們的做法

1. 六個模組由淺入深：編曲拆解、製作內容、AI 工具鏈、作詞與協音、演繹與錄音、成為音樂人
2. 互動教材而非靜態文章：編曲拆解熱圖、24 個工具的可篩選矩陣、粵語六聲調與協音對位練習、Suno 提示詞產生器
3. 全站單一檔案、零外部依賴，開啟即用，亦可離線保存帶走
4. 以正式書面中文撰寫，配色只用中性灰與暖色，確保對比度達 WCAG AA
5. 整站由 WorkBuddy AI Agent 端到端完成——需求梳理、資訊架構、版式設計、前端開發到自動化驗收，人只負責定方向與把關。一言既出，代碼自成：只要講得清楚，一切皆可成碼。

1. 六个模块由浅入深：编曲拆解、制作内容、AI 工具链、作词与协音、演绎与录音、成为音乐人
2. 互动教材而非静态文章：编曲拆解热图、24 个工具的可筛选矩阵、粤语六声调与协音对位练习、Suno 提示词生成器
3. 全站单一文件、零外部依赖，打开即用，亦可离线保存带走
4. 以正式书面中文撰写，配色只用中性灰与暖色，确保对比度达 WCAG AA
5. 整站由 WorkBuddy AI Agent 端到端完成——需求梳理、信息架构、版式设计、前端开发到自动化验收，人只负责定方向与把关。一言既出，代码自成：只要讲得清楚，一切皆可成码。

1. Six modules from the ground up: arrangement breakdown, production, the AI tool chain, lyrics and tone-matching, performance and recording, and becoming a musician
2. Interactive courseware rather than static articles: an arrangement heat map, a filterable matrix of 24 tools, Cantonese six-tone matching drills and a Suno prompt builder
3. The whole site in a single file with no external dependencies — opens instantly and can be saved and used offline
4. Written in formal Chinese, with a neutral-grey and warm palette that keeps every text element at WCAG AA contrast
5. The entire site built end to end by the WorkBuddy AI agent — requirements, information architecture, layout, front-end code and automated acceptance testing — while people set the direction and hold the line. Say it clearly, and the code writes itself.

現況與進展

• 已上線運作於 somusic.aixsociety.com
• 14 組互動斷言全部通過；全站文字元素對比度 100% 達 WCAG AA，藍紫違規 0
• 24 個 AI 工具矩陣與 Suno 工作坊章節，可直接用於課堂
• 課程報名流程與示範音檔播放器為下一階段

• 已上线运作于 somusic.aixsociety.com
• 14 组互动断言全部通过；全站文字元素对比度 100% 达 WCAG AA，蓝紫违规 0
• 24 个 AI 工具矩阵与 Suno 工作坊章节，可直接用于课堂
• 课程报名流程与示范音频播放器为下一阶段

• Live at somusic.aixsociety.com
• All 14 interactive assertions pass; every text element meets WCAG AA contrast, with zero blue/purple violations
• The 24-tool matrix and the Suno workshop chapter are ready for classroom use
• Enrolment flow and a demo-audio player are next