預約 AI 轉型諮詢
社會企業 · Social Enterprise AI Native 企業 人工智能應用研究學會

AI 轉型,
由一支數字團隊開始

學習 AI・引用 AI・建立 AI 數字團隊。我們專精 AI Agent 培訓與部署,以培訓、研究、案例建構與實戰經驗,協助企業把人工智能真正落地。我們自己就是一間 AI Native 企業:內容、培訓與管理全部以 AI+ 模式運作。

1成熟可落地的 AI Agent 解決方案
2由我們投資並自主建構的 AI 項目
3於 2026 年交付的真實案例
2026 年內交付 3 個真實案例
SCENE — VIRTUAL OFFICE
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AI ORCHESTRATOR統一調度數字團隊
AGENT 部署
研究 Agent
數位同事
內容 Agent
任務看板
銷售 Agent
成效指標
客服 Agent
授權與夥伴關係 阿里巴巴集團釘釘 AI 學院 —— 香港及馬來西亞授權戰略夥伴 QwenWork 授權培訓夥伴
今日情報今日情报TODAY'S BRIEFING 2026 年 10 月 8 日2026 年 10 月 8 日8 October 2026(星期四)(星期四) · 07:30

今日十條情報指向同一條主線:AI 代理正由示範走進真實的商業與金融前線,而承接它們的責任、電力與資本也在同一時間被重新定價Today's ten items converge on one line: AI agents are moving from demonstration into real commercial and financial front lines, while the liability, power and capital that carry them are being repriced at the same time

閱讀今日十條Read all ten
01

社會企業:響應政府「全民 AI」,專注培訓、研究、案例與實戰A social enterprise answering the Government's AI for All initiative — training, research, cases and practice

AIX Society(人工智能應用研究學會)協助企業完成 AI 轉型、學習 AI、引用 AI,並建立自己的 AI 數字團隊。我們用「1・3・3」三個承諾把這件事講清楚。AIX Society helps enterprises complete AI transformation, learn and apply AI, and build their own AI digital workforce. Three commitments — one, three, three — make that concrete.

成立緣起:AIX Society 以社會企業形式運作,是要響應政府的「全民 AI」。政府已把普及人工智能素養定為公共目標,並以「基礎普及」「專業轉化」「實務提升」三個範疇分層推進。政策由公營機構主導推行,我們承擔的是民間與企業層面的落實工作。成立缘起:AIX Society 以社会企业形式运作,是要响应政府的「全民 AI」。政府已把普及人工智能素养定为公共目标,并以「基础普及」「专业转化」「实务提升」三个范畴分层推进。政策由公营机构主导推行,我们承担的是民间与企业层面的落实工作。Why we were founded: AIX Society operates as a social enterprise to answer the Government's “AI for All” initiative. AI literacy is now a public goal, delivered across three tiers — baseline literacy, professional conversion and workplace application. The programme is led by public bodies; our part is the community and enterprise-level work of making it land.
我們不以盈利為目的。我們相信,社會需要新的指引與知識——市場上不缺課程,缺的是判斷。學會盈餘不作股東分配,全數回投於研究、案例建構與公益培訓;對商業客戶,我們的收費與交付標準與一般培訓機構一致。我们不以盈利为目的。我们相信,社会需要新的指引与知识——市场上不缺课程,缺的是判断。学会盈余不作股东分配,全数回投于研究、案例建构与公益培训;对商业客户,我们的收费与交付标准与一般培训机构一致。Profit is not the objective. We believe the community needs new guidance and new knowledge — the market does not lack courses, it lacks judgement. Surplus is not distributed to shareholders but reinvested in research, case building and community training, while commercial clients are served at the same fees and standards as any training provider.
1

1 個成熟可落地的 AI Agent 解決方案One production-ready AI agent solution

Maix — 我們的 AI 數字員工,每天在香港與深圳兩地的營運中實際上班:彙整工作日誌、追蹤進度、起草對外通訊、產生文件、維護網站。不是示範原型,而是已經在跑的日常。Maix — our AI digital employee, clocking in daily across our Hong Kong and Shenzhen operations: consolidating journals, tracking progress, drafting outbound communications, producing documents and maintaining our websites. Not a demo prototype, but a working routine.

3

3 個由我們投資並自主建構的 AI 項目Three AI projects invested in and built by us

我們不只教,也自己做。這三個項目由學會投入資源、自行建構與營運,開發過程以 AI Agent 與人類團隊協作完成。We do not only teach. These three projects are funded, built and operated by the society, developed by AI agents working alongside a human team.

3

3 個於 2026 年交付的真實案例Three real-world cases delivered in 2026

每個案例都會有獨立頁面,載明背景、做法與成效,可被引用與查核。Each case gets its own page with context, method and measured outcome — citable and verifiable.

我們自己就是一間 AI Native 企業:內容生產、培訓與管理全部以 AI+ 模式運作——這是我們的日常,不是宣傳口號。我们自己就是一家 AI Native 企业:内容生产、培训与管理全部以 AI+ 模式运作——这是我们的日常,不是宣传口号。We are an AI-native company ourselves: content production, training and management all run in AI+ mode. It is how we work every day, not a marketing line.
02

即將舉行的活動What's coming up

學會主辦、協辦或任教的下一批活動;報名與留位可經 WhatsApp 或活動頁查詢。過往的講座、工作坊、展會與業界交流紀錄,全部整理於活動頁。The next events we organise, co-organise or teach — reserve a place via WhatsApp or the events page. The full record of past talks, workshops, expos and industry exchanges lives there too.

03

AiX 環球 AI 情報:每日十條,每條附顧問觀點AiX Global AI Intelligence: ten stories a day, with our view

每日早上 7:30 出刊。十條當日最重要的環球 AI 消息,每條除事實之外,附本會顧問觀點、對日常工作的影響,以及一項可以即時執行的建議。不是新聞列表,是每日一次的判斷。Published at 7:30 am each day. Ten stories that matter, each with the fact, our consultant's view, its impact on daily work, and one thing you can act on immediately. Not a news list — a daily judgement.

AiX 環球 AI 情報环球 AI 情报Global AI Intelligence Global AI Intelligence RSS
2026 年 10 月 8 日2026 年 10 月 8 日8 October 2026(星期四)(星期四) 10 條情報条情报stories 22 個來源个来源sources 07:30 出刊07:30 出刊Published 07:30 HKT
01
今日頭條今日头条Lead story

新加坡金管局發布 AI 風險管理指引,明確第三方與代理式 AI 的最終責任仍在金融機構Singapore's MAS issues AI risk management guidelines, placing final accountability for third-party and agentic AI on the financial institution

6–12 個月6–12 个月6–12 months企業決策者企业决策者Business owners資訊科技資訊科技IT法務合規法务合规Legal & compliance
顧問觀點顾问观点Our view

我們認為,這份指引最值得非金融企業借鏡之處,在於它拒絕把外包當作免責。條文寫得很清楚:金融機構對其提供服務所用的 AI,包括由第三方開發、營運或供應者,仍負最終責任;若風險無法納入自身風險胃納,就應考慮限制、暫停或更換該服務。這等於把「AI 出事誰負責」由供應商問題改寫為採購與治理問題。In our view, the most transferable lesson for non-financial firms is that this framework refuses to treat outsourcing as a shield. The text is explicit: a financial institution remains accountable for the AI used in the services it delivers, including AI developed, operated or supplied by third parties, and should consider limiting, suspending or replacing a service whose risks cannot be brought within its risk appetite. That reframes 'who is liable when AI fails' from a vendor question into a procurement and governance question.

讀完整分析Read the full analysis
  1. 02 紐約市議會宣誓聽證:四大前沿實驗室均拒絕對代理安全作出保證,Google 承認三次代理走出測試環境Sworn testimony at the New York City Council: four frontier labs decline to guarantee agent safety and Google concedes three agent escapes from test environments
  2. 03 Meta 與 Sierra 聯手推出「個人代理協定」,為代理購物建立身份與授權共同語言Meta and Sierra launch the Personal Agent Protocol, giving agentic commerce a common language for identity and authorisation
  3. 04 思科把 Claude 代理與新代理架構引進 Webex,並以 AI Agent 360 治理端到端流程Cisco brings Claude agents and a new agentic harness into Webex, with AI Agent 360 governing the end-to-end flow
  4. 05 Google 與 Constellation 簽下 3.59 吉瓦電力協議,其中 890 兆瓦來自核電機組增容Google signs a 3.59 gigawatt power agreement with Constellation, 890 megawatts of it from nuclear uprates
  5. 06 南韓拍板以 4.7 兆韓圜股權投資自建前沿模型,鎖定約一萬張次世代 GPUSouth Korea approves 4.7 trillion won in equity to build its own frontier model, targeting about 10,000 next-generation GPUs
  6. 07 南韓第三季對外直接投資申報增 10.8% 至 229 億美元,八成投向半導體與 AI 基建廠房Korea's Q3 FDI notifications rise 10.8% to USD 22.9 billion, with 80% going to semiconductor and AI infrastructure facilities
  7. 08 OpenAI 以約 1.4 兆美元投前估值洽籌至少 300 億美元,阿聯酋財團擬出資上限 100 億OpenAI in talks to raise at least USD 30 billion at a roughly USD 1.4 trillion pre-money valuation, with a UAE consortium weighing up to USD 10 billion
  8. 09 Anthropic 把 Project Glasswing 併入網絡驗證計劃,分三級向審核過的防守方開放進階網絡能力Anthropic merges Project Glasswing into its Cyber Verification Program, opening advanced cyber capabilities to vetted defenders across three tiers
  9. 10 英國政府全盤接納醫療 AI 監管委員會 44 項建議,改以全生命周期持續監測取代一次性審批UK government accepts all 44 recommendations of its healthcare AI commission, replacing one-off approval with continuous lifecycle monitoring
今日主編判斷今日主编判断Today's editor's take

今日十條情報指向同一條主線:AI 代理正由示範走進真實的商業與金融前線,而承接它們的責任、電力與資本也在同一時間被重新定價。新加坡金管局為金融機構的第三方與代理式 AI 定下問責框架;紐約市議會首次以宣誓形式逼四家前沿實驗室承認無法保證代理不越界;Meta 與 Sierra 聯手推身份協定,為代理購物建立共同語言。另一邊,Google 鎖定 3.59 吉瓦電力、南韓以股權形式下注 4.7 兆韓圜自建前沿模型,說明算力與電力已成為國家級資產。我們的判斷是:企業現階段最該補的不是模型能力,而是代理的可識別、可限權與可回滾。Today's ten items converge on one line: AI agents are moving from demonstration into real commercial and financial front lines, while the liability, power and capital that carry them are being repriced at the same time. Singapore's MAS has set an accountability framework for third-party and agentic AI in financial institutions; the New York City Council has, for the first time, forced four frontier labs to concede under oath that they cannot guarantee their agents will stay in bounds; and Meta and Sierra have jointly proposed an identity protocol to give agentic commerce a common language. Meanwhile Google has locked in 3.59 gigawatts of power and South Korea has committed 4.7 trillion won in equity to build a frontier model of its own, confirming that compute and electricity have become national assets. Our view: what enterprises most need to fix now is not model capability but agent identifiability, permission limits and rollback.

04

AI Native 企業的三個支柱AI Native 企业的三个支柱The three pillars of an AI-native company

一家真正做到 AI Native(AI 原生)或 AI+ 的企業,靠的不只是好的大語言模型,也不只是好的 AI Agent,還需要一套好的辦公自動化(Office Automation)系統作為企業知識庫。三者結合,才能達到最準確、最快速的自主營運。一家真正做到 AI Native(AI 原生)或 AI+ 的企业,靠的不只是好的大语言模型,也不只是好的 AI Agent,还需要一套好的办公自动化(Office Automation)系统作为企业知识库。三者结合,才能达到最准确、最快速的自主运营。A company that is genuinely AI-native or AI+ does not run on a good large language model alone, nor on capable AI agents alone. It also needs a solid office automation system to serve as its knowledge base. Only when the three work together do operations become accurate, fast — and autonomous.

理解與生成理解与生成Understand & generate

大語言模型(LLM)大语言模型(LLM)A large language model (LLM)

把文件、會議紀錄、電郵與對話讀懂,將散亂的內容轉成可用的文字與判斷。模型的選擇,決定 AI 推理與表達的上限。把文件、会议纪要、邮件与对话读懂,将散乱的内容转成可用的文字与判断。模型的选择,决定 AI 推理与表达的上限。It reads documents, minutes, email and conversation, turning scattered content into usable text and judgement. The model you choose sets the ceiling on reasoning and expression.

執行與決策执行与决策Act & decide

AI Agent(AI 智能體)AI Agent(AI 智能体)An AI agent

把一個目標拆成步驟,跨系統呼叫工具、處理例外,把端到端任務做完。沒有 Agent,AI 只會回答問題,不會把事情完成。把一个目标拆成步骤,跨系统调用工具、处理例外,把端到端任务做完。没有 Agent,AI 只会回答问题,不会把事情完成。It breaks a goal into steps, calls tools across systems, handles exceptions and finishes the job end to end. Without an agent, AI answers questions but never completes the work.

記憶與流程记忆与流程Remember & govern

辦公自動化系統(OA)= 企業知識庫办公自动化系统(OA)= 企业知识库An office automation system (OA) as the knowledge base

規章、SOP、客戶資料、歷史紀錄與權限集中在同一處可被查詢,這也是 Agent 唯一可靠的事實來源。少了這一層,Agent 再聰明也只是憑常識辦事。规章、SOP、客户资料、历史记录与权限集中在同一处可被查询,这也是 Agent 唯一可靠的事实来源。少了这一层,Agent 再聪明也只是凭常识办事。Policy, SOPs, client records, history and permissions sit in one queryable place — the only dependable source of truth an agent has. Without it, even a brilliant agent is only guessing.

一句話總結:AI Native 企業 = 好的大語言模型 + 好的 AI Agent + 好的辦公自動化系統(作為知識庫)。模型負責理解,Agent 負責執行,OA 負責記憶——三者齊備,才有最準確、最快速的自主營運。一句话总结:AI Native 企业 = 好的大语言模型 + 好的 AI Agent + 好的办公自动化系统(作为知识库)。模型负责理解,Agent 负责执行,OA 负责记忆——三者齐备,才有最准确、最快速的自主运营。In one line: an AI-native company = a good LLM + a good AI agent + a good office automation system as its knowledge base. The model understands, the agent acts, the OA system remembers — with all three in place you get the most accurate and fastest autonomous operations.
AIX Society 的 AI 營運系統全景圖:數字底座、六段營運流程(研究、分析、決策、課程設計、交付、回饋)、貫穿整個系統的 AI Agent,以及可應用的六大營運範疇與學會的信念
把三個支柱疊起來看的樣子:數字底座負責記憶,AI Agent 貫穿研究、分析、決策、課程設計、交付與回饋六段流程,並延伸到課程研發、市場營銷、會員與社群、內容生產、銷售與顧問、營運與管理六大範疇。把三个支柱叠起来看的样子:数字底座负责记忆,AI Agent 贯穿研究、分析、决策、课程设计、交付与回馈六段流程,并延伸到课程研发、市场营销、会员与社群、内容生产、销售与顾问、运营与管理六大范畴。The three pillars stacked together: the digital foundation holds the memory, an AI agent runs through six stages — research, analysis, decision, curriculum design, delivery and feedback — and reaches into every area we operate: course development, marketing, membership and community, content production, sales and advisory, and operations.
05

培訓課程Training courses

四層企業 AI 培訓,按職級與職能分班:全員素養基礎(L1)、職能專才(L2)、轉型領導(L3)到高層覺醒簡報(L4)。同一套教學法貫穿:價值先行、可複製提示、逐模組實作、課末總結演練,全程使用合成樣本資料。Four tiers of corporate AI training, by role and function: all-staff literacy (L1), function specialists (L2), transformation leadership (L3) and the executive awareness briefing (L4). One pedagogy throughout: value-first, copy-able prompts, guided hands-on labs and a closing capstone — always on synthetic sample data.

培訓於香港、中國內地、新加坡及馬來西亞提供,可以粵語、普通話或英語進行。培训于香港、中国内地、新加坡及马来西亚提供,可以粤语、普通话或英语进行。Training is delivered in Hong Kong, Mainland China, Singapore and Malaysia, in Cantonese, Mandarin or English.
L1 · 企業內訓

全員 AI 素養基礎班

企業 AI 轉型的最大瓶頸往往不是工具,而是全員對「AI 能與不能做什麼」缺乏共同理解。本半天工作坊讓前線到主管建立同一套 AI 素養底層:學懂把重複行政交給 AI、用 WorkBuddy 起草與整理、在企業微信與騰訊文檔中協作,並守住資料安全底線。一天之內,同事之間便能用同一套語言討論 AI。

課程詳情Course details
L2 · 企業內訓

職能 AI 應用專才班

不同職能的 AI 用法天差地別。本班按六大職能場景——市場營銷、人資 HR、客戶服務、營運流程、財務行政、銷售拓展——搭建可上線的工作流與 Agent,並訓練 Prompt 工程與品質把關,讓骨幹成為部門內的 AI 推手,把 L1 的素養轉化為真實產出。

課程詳情Course details
L3 · 企業內訓

AI 轉型領導班

AI 轉型七成是變革管理,三成是技術。本系列課協助管理層畫出轉型路線圖、設計變革管理機制、建立可持續的 AI 數字團隊(含虛擬員工 Maix、WorkBuddy、企業微信+騰訊文檔、Moka),並訂立治理與 KPI。最後以一份經內部驗證的路線圖作結。

課程詳情Course details
L4 · 企業內訓

高層 AI 覺醒簡報

決策層不需要學操作,只需要建立戰略共識:AI 對行業與自身商業模式的衝擊、投資優先級、競爭與合規風險。1–2 小時簡報以真實案例與同業基準(peer benchmark)喚醒決策,並作為後續 L1–L3 的引子。簽署 L1–L3 方案可獲豁免此簡報費用。

課程詳情Course details
06

會員計劃Membership

學生、專業人士與企業三個級別,共用同一套權益:培訓存取、每週 AI 簡報、免費指定課程、職涯支援與交流網絡。Three tiers — student, professional and enterprise — sharing one set of perks: training access, a weekly AI briefing, free selected courses, career support and a peer network.

學生Student

HK$ 180 / 年HK$ 180 / year

適合各級全日制學生,開展 AI 學習旅程。For full-time students at all levels starting their AI journey.

申請會籍Apply for membership
專業Pro

HK$ 880 / 年HK$ 880 / year

適合追求進階 AI 技能的在職專業人士。For professionals seeking advanced AI skills.

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企業Enterprise

與我們洽談Contact us

適合需要度身訂造 AI 方案的機構。For organisations seeking tailored AI solutions.

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8項會員權益Member perks
4項會員支援計劃Support programmes
1免費會員課程Free member course
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新書預告:第二本書 2026 年 10 月出版新书预告:第二本书 2026 年 10 月出版New book: publishing October 2026

AiX Society 第二本書《這一年,我把公司交給了 AI》。一本全新的書——我們用 AI Agent 經營公司的第一手經驗。AiX Society 第二本书《这一年,我把公司交给了 AI》。一本全新的书——我们用 AI Agent 经营公司的第一手经验。The second book from AiX Society — The Year I Handed My Company to AI. A brand-new book: our first-hand experience of running a company with AI agents.

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內容與研究Content & research

我們把研究與實戰經驗公開發表:專欄全文、文章檔案庫與客戶白皮書,全部可在本站檢索與引用。Our research and field experience are published openly: full column texts, an article archive and client white papers — all searchable and citable here.

113篇專欄(香港01 × 星洲日報「多點 AI」)Columns (HK01 × Sin Chew Daily)
107篇專欄中文全文Full texts available here
254篇文章檔案庫Archive articles
0份客戶白皮書Client white papers
2條香港01 影片報導(共約 38 分鐘)HK01 video reports (about 38 min)
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團隊與導師Team & trainers

由業界與學界人士共同組成:榮譽會長、創辦人與管理層、深圳團隊的內容創作同事、按課程行業編組的導師團隊,以及我們的 AI 數字員工 Maix、Mickey 與 Aimi。Industry and academic leaders working together: honorary presidents, founder and management, our Shenzhen content team, a trainer pool assembled by industry — and our AI digital employees, Maix, Mickey and Aimi.

MS
蘇仲成苏仲成Michael CS So
創辦人兼會長 · 首席顧問创办人兼会长 · 首席顾问Founding President · Principal Consultant
CW
鄔鍵輝邬键辉Cliff Wu
副會長 · 物聯網及機械人顧問副会长 · 物联网及机器人顾问Vice President · IoT & Robotic Consultant
MC
戚秋如戚秋如Michelle Chik
首席營運官 · 導師(AI 學習內容與企業培訓)首席运营官 · 导师(AI 学习内容与企业培训)Chief Operating Officer · Trainer (AI Learning Content & Corporate Training)
BR
葉苑芪叶苑芪Brielle
內容創作專員 · 影片與社交內容内容创作专员 · 视频与社交内容Content Creator · Video & Social
IV
黎潔珊黎洁珊Ivy
內容創作專員内容创作专员Content Creator
MX
MaixMaixMaix
AI 數字員工 · 營運自動化AI 数字员工 · 运营自动化AI Digital Employee · Operations Automation
MK
MickeyMickeyMickey
AI 數字員工 · 研究與系統開發AI 数字员工 · 研究与系统开发AI Digital Employee · Research & Systems Engineering
AM
AimiAimiAimi
AI 數字員工 · 人事與行政營運AI 数字员工 · 人事与行政运营AI Digital Employee · People & Administrative Operations
EY
楊全盛杨全盛Prof. Eric Yeung, JP
榮譽會長荣誉会长Honorary President
AC
鍾孝揚钟孝扬Dr. Alex Chung
榮譽會長(2026 年出任)荣誉会长(2026 年出任)Honorary President (from 2026)
SH
許健生许健生Sam Hui
榮譽會長荣誉会长Honorary President
KI
葉文瀚叶文瀚Dr. Ken Ip
榮譽會長荣誉会长Honorary President
ZT
謝淑怡谢淑怡Zoie Tse
導師 · 舞台呈現與雙語主持导师 · 舞台呈现与双语主持Trainer · Stage Presence & Bilingual Hosting
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授權與合作Authorised partnerships

我們是阿里巴巴集團釘釘 AI 學院在香港及馬來西亞的授權戰略夥伴,以及 QwenWork 授權培訓夥伴。We are the authorised strategic partner of Alibaba Group DingTalk AI Academy for Hong Kong and Malaysia, and an authorised QwenWork training partner.

授權Authorised

阿里巴巴集團釘釘 AI 學院 —— 香港及馬來西亞授權戰略夥伴Authorised Strategic Partner of Alibaba Group DingTalk AI Academy — Hong Kong & Malaysia

共同推動企業 AI 轉型與數字員工培訓。Working together on enterprise AI transformation and digital workforce training.

授權Authorised

QwenWork 授權培訓夥伴Authorised QwenWork Training Partner

提供 QwenWork 相關的企業培訓與導入支援。Enterprise training and adoption support for QwenWork.

學習站Learning site

learnworkbuddy.com

WorkBuddy 的 3D 互動學習站,由本會主辦。A 3D interactive learning site for WorkBuddy, presented by the society.

前往學習站Visit the site
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案例實證:已經落地運作的 AIEvidence: AI already running in production

我們既自己做項目,也為客戶交付。以下 1 個已投入營運的解決方案、3 個自建項目與 3 個客戶部署案例均已進入實際運作。部分客戶為上市公司或受保密條款約束,故以行業與規模描述;已公開發布官方網站或經客戶同意者,則具名列出。We build for ourselves and deliver for clients. One solution in production, 3 projects and 3 client deployments — all already running. Some clients are listed companies or bound by confidentiality clauses and are described by industry and scale; clients whose sites are already public, or who have agreed to be named, are listed by name.

已投入營運的解決方案Solution in production
自建 AI 項目AI projects we build
保險資訊與比較平台 · AI 助理保险信息与比较平台 · AI 助理Insurance information & comparison platform · AI assistant

hk.insure 香港保險 AI+hk.insure 香港保险 AI+hk.insure — Hong Kong Insurance AI+

運作中,持續開發运作中,持续开发Live, under active development · 2026
  • 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
  • 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
  • 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
查看項目See the project
AI 生意夥伴 · 會員人脈網絡AI 生意伙伴 · 会员人脉网络AI business companion · Member network

SoMate · AI 生意夥伴SoMate · AI 生意伙伴SoMate — your AI business partner

預覽版已上線 · 先導階段(邀請制)预览版已上线 · 先导阶段(邀请制)Preview live · pilot stage (invitation only) · 2026
  • 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
  • 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
  • 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
查看項目See the project
音樂創作教學平台 · 互動教材音乐创作教学平台 · 互动教材Music-creation teaching platform · Interactive courseware

SoMusic Academy · AI 音樂創作教育平台SoMusic Academy · AI 音乐创作教育平台SoMusic Academy — AI music creation academy

已上線,持續擴充已上线,持续扩充Live, still expanding · 2026
  • 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
  • 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
  • Live at somusic.aixsociety.com
  • All 14 interactive assertions pass; every text element meets WCAG AA contrast, with zero blue/purple violations
查看項目See the project
客戶部署案例Client deployments
人力資源服務人力资源服务HR Services

香港上市人力資源服務集團香港上市人力资源服务集团Listed HR Services Group, Hong Kong

集團員工約 150 人集团员工约 150 人~150 staff group-wide · 2026
  • 面試紀要由人手整理改為自動產出,免除逐場謄寫
  • 候選人匹配由人手比對改為系統建議,顧問專注於判斷與客戶溝通
  • 面試後的跟進流程自動化,涵蓋紀要、匹配與通知三段
  • 面试纪要由人手整理改为自动产出,免除逐场誊写
  • 候选人匹配由人手比对改为系统建议,顾问专注于判断与客户沟通
  • 面试后的跟进流程自动化,涵盖纪要、匹配与通知三段
  • Interview notes moved from manual transcription to automatic output
  • Candidate matching moved from manual comparison to system-generated suggestions, freeing consultants for judgement and client work
  • Post-interview workflow automated end to end — notes, matching and notification
查看完整案例Read the full case
運動休閒場館營運运动休闲场馆营运Sports & Leisure Venues

香港室內高爾夫球場營運商香港室内高尔夫球场营运商Indoor Golf Venue Operator, Hong Kong

香港室內高爾夫場館香港室内高尔夫场馆Indoor golf venue, Hong Kong · 2026
  • 每年節省約 100 小時人手彙整時間
  • 營運摘要自動送達負責人,無需等待人手報表
  • 每年节省约 100 小时人手汇总时间
  • 营运摘要自动送达负责人,无需等待人手报表
  • Approximately 100 hours of manual consolidation saved per year
  • Daily operating summaries reach the owner automatically, with no waiting on manual reports
查看完整案例Read the full case
天氣與氣候科學普及天气与气候科学普及Weather & climate science communication

梁榮武教授 MObservatory 武測天官網梁荣武教授 MObservatory 武测天官网Prof. Leung Wing Mo — MObservatory official site

個人品牌官網 · 節目兩輯約 400 集个人品牌官网 · 节目两辑约 400 集Personal-brand official site · ~400 episodes across two series · 2026
  • 節目、著作、演講與媒體四類資料集中於單一官方網址,附原始來源連結可核實
  • 「氣象焦點」每日更新十則,成為持續更新的公開內容資產,而非一次建站後停擺
  • 常見問題與結構化資料上線,媒體與主辦單位查核事實不必再逐一聯絡
  • 节目、著作、演讲与媒体四类资料集中于单一官方网址,附原始来源链接可核实
  • 「气象焦点」每日更新十则,成为持续更新的公开内容资产,而非一次建站后停摆
  • 常见问题与结构化资料上线,媒体与主办单位查核事实不必再逐一联络
  • Episodes, books, talks and press coverage consolidated at one official address, each with a source link that can be checked
  • The Weather Focus column updates daily, making the site a living content asset rather than a build-and-abandon brochure
  • The FAQ section and structured data are live, so media and organisers can verify facts without chasing anyone
查看完整案例Read the full case
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訂閱每週電子報The weekly newsletter

每週一封,把 AI 轉型的實戰觀察、工具實測與案例拆解整理好寄給你。沒有轉載新聞,也沒有行銷轟炸。One email a week with field notes on AI transformation, tools we have tested and cases we broke down. No recycled news, no marketing blasts.

  • 觀察观察OBSERVATION企業導入 AI 時真正卡住的地方,以及我們的處理方式。企业导入 AI 时真正卡住的地方,以及我们的处理方式。Where AI adoption actually stalls inside enterprises, and how we work around it.
  • 工具工具TOOLING每週實測的模型、Agent 或工作流工具,寫明適用場景與限制。每周实测的模型、Agent 或工作流工具,写明适用场景与限制。The models, agents and workflow tools we tested this week — with the limits we found.
  • 案例案例CASE去識別化後的部署案例,載明背景、做法與目前成效。去识别化后的部署案例,写明背景、做法与目前成效。Anonymised deployments with the context, the method and the results so far.
  • 安排安排PROGRAMME課程、活動、會員計劃與新出版的安排。课程、活动、会员计划与新出版的安排。Courses, events, membership and new publications.

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如欲查詢企業 AI 轉型、培訓課程、會員計劃或合作事宜,歡迎直接與我們聯絡。我們會於一個工作天內回覆。

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