AI Solutions · Cyber Security · Hong KongAI 方案 · 資訊安全 · 香港

Leverage AI to business advantage. 讓 AI 成為業務優勢

Our mission is to empower Hong Kong enterprises with cutting-edge AI solutions that streamline processes, boost productivity, and unlock new opportunities for growth.歡迎來到安美科技，一家充滿熱情的 AI 整合與應用開發公司。我們的使命是運用創新的 AI 技術，為香港企業提供卓越的服務。

Partner with us to harness the transformative power of AI.安美科技與您一起共創 AI 新時代。

Book Demo預約諮詢 Whatsapp CRMWhatsapp 智能客服 Contact Us (AI) →聯絡客服 (AI) →
7×24Instant AI customer service即時智能客服
MultiLanguage communication多語言溝通
Cloudor On-Premise deployment雲端或本地部署
HKBased in Hong Kong香港本地團隊
Amoy Studio
About Us關於我們

Explore, Innovate and Serve探索，創新，服務

At Amoy Technology, we are passionate about harnessing the power of AI to drive innovation and enhance business operations.歡迎來到安美科技，一家充滿熱情的 AI 整合與應用開發公司。

We believe that AI has the potential to revolutionize the way businesses operate, and we are committed to being at the forefront of this transformation. Our team of experienced IT professionals and AI experts work tirelessly to develop and deliver AI applications tailored to the unique needs of our clients.我們相信 AI 將深刻改變世界，而我們致力於貢獻我們的能量和技術知識，推動這一嶄新技術的發展。我們的團隊由經驗豐富的 IT 專業人士和 AI 專家組成，孜孜不倦地開發和交付量身定制的 AI 應用，以滿足客戶的獨特需求。

Hong Kong
Services服務

Our Services我們的服務

We offer a range of AI-powered services to help businesses integrate and leverage AI technology.我們提供一系列 AI 驅動的服務，幫助企業整合和利用 AI 技術。

  • Product Services產品服務Subscription and deployment of AI solutions.訂閱或部署我們的 AI 方案。
  • AI Integration Services整合服務Integrating AI engines into existing applications.為現有的系統整合 AI 功能。
  • API Rental ServicesAPI 租用服務Designing and providing customized AI API pools.設計及提供定制的 AI API 資源池。
  • Consulting & Training顧問及培訓Practical guidance to help your team adopt AI.協助團隊掌握並應用 AI 技術。
  • Cyber Security Services資訊安全服務Security check service: one-click baseline and clear reports for management.資安檢查服務：一鍵基線檢查，附管理層看得懂的報告。
Solutions解決方案

Our Solutions解決方案

For All Business適合所有業務 01

Whatsapp CRM ChatbotWhatsapp 智能客服

7×24 Whatsapp chatbot for customer service7×24 即時的 Whatsapp 智能客服

  • 7×24 instant AI CRM service7×24 即時的智能客服
  • Communication in any language多種語言自動切換
  • No need for preset Q&A無需預設問題和答案
  • Update business content anytime高度靈活，隨時更新業務資料
  • Backend conversation management後台對話管理和分析
  • Integration with business database與企業資料庫深度整合
More Info更多資料 Whatsapp CandyWhatsapp Candy
For SMEs適合中小企 02

Website AI Solution智能網站方案

Affordable website packages designed for SMEs專為中小企而設的實惠網站方案

  • Responsive, multilingual website響應式多語言網站
  • Domain and one year of hosting包括域名及一年網站寄存
  • Custom options include user management and email可選用戶管理及電郵功能
  • AI chatbot or other AI features可選智能客服或各種AI功能
  • Packages from HKD 6,000方案由 HKD 6,000 起
View Packages查看方案詳情
All Industries適合所有企業 03

Amoy AI Studio (B2B)安美工作室 (B2B)

AI studio for office productivity企業專用的 AI 工作室

  • Enterprise-grade security and privacy企業級的安全控制和私隱保護
  • Cloud or on-premise AI solution支持雲端部署或本地部署
  • Multi-function chatbot多功能 ChatGPT 對話
  • AI assistants and AI AgentsAI 助手和 AI Agent
  • Custom Features and AI IntegrationAI定制和系統整合
  • AI portal readyAI 內聯網門戶
More Info更多資料 Get Started開始使用
Healthcare & Regulated Orgs醫療及受監管機構 04

Amoy Assure – Security Workbench安美守護 – 資安工作台

Find the gaps on a quiet morning, not during an incident在平靜的早上找出漏洞，而不是在事故發生時

  • One-click baseline of the systems you approve一鍵檢查您已批准的系統
  • Plain-language reports in English or Chinese, for management and auditors中英文淺白報告，供管理層及核數師使用
  • Known-weakness (CVE) checks, and changes since the last check已知漏洞（CVE）檢查，並比較上次檢查的變化
  • Shows whether your monitoring noticed each check顯示您的監控系統是否察覺每項檢查
  • Runs locally and offline, results stay on site本地離線運行，結果留在貴機構
Book Demo預約諮詢 Contact Us聯絡我們
For Management · Pilot適合管理層 · 試行 05

Amoy Compass – Organization Diagnosis安美羅盤 – 組織診斷

See how your organization really works before rolling out AI推行 AI 前，先看清組織實際如何運作

  • Org chart analysis: layers, spans, bottlenecks, decision paths組織架構分析：層級、管理跨度、瓶頸、決策路徑
  • Short staff survey: real help-seeking paths vs formal lines簡短內部問卷：比較實際求助路徑與正式匯報線
  • Where to start AI, and which key people to support first建議 AI 從哪裡開始，以及先支援哪些關鍵人物
  • Runs offline, data stays with you (survey uses codes, not names)離線運行，資料留在貴公司（問卷只用代碼）
  • On-site consulting and workshops with our team駐場顧問及工作坊
Join Pilot申請試行 Book Demo預約諮詢
For Education適合教育行業 06

Amoy AI Campus安美智能校園

AI portal for schools and education organizations專為學校定制的智能方案

  • Multi-function chatbot for teachers教師專用的多功能 ChatGPT
  • Chatbot for students學生專用的 ChatGPT
  • AI learning assistants智能學習助手
  • AI digital human (video)數字人和視頻
More Info更多資料 Contact Us聯絡我們
Elderly Care · NGOs長者服務 · 社福機構 07

Amoy Senior Care安美關愛

A simple WhatsApp channel connecting seniors, caregivers and NGOs以 AI 連結長者、照顧者與社福機構

  • WhatsApp AI assistant, easy for seniors to useWhatsApp 智慧助理，長者輕鬆使用
  • Caregiver support: health summaries and reminders照顧者支援：健康摘要及提醒
  • NGO back-end to follow up cases社福機構後台，協助跟進個案
  • Risk alerts that encourage seeking professional help風險提示，鼓勵及時尋求專業協助
  • Health information support, not a medical diagnosis健康資訊支援，不取代醫療診斷
More Info更多資料 WhatsApp DemoWhatsApp 體驗
Small & Medium Enterprises中小企業 08

HK Business Online香港商務在線

Intelligent business website – AI-generated, published in one click智能商務網站 – AI 自動製作和部署

  • Professional web page generated by AI一鍵生成專業網站
  • Customize freely, deploy in one click自由修改，一鍵發布
  • Multiple languages supported可支持各種語言
  • AI CRM chatbot supported可增加 AI 智能客服
  • Stay up to date with your business保持更新，隨時更新業務資料
Get Started立刻體驗
Retail Industry · Exclusive Agency零售行業（獨家代理） 09

AisGoods Merchandise Management愛思購智能商品管理系統

Intelligent merchandise management to improve retail operational efficiency智能商品管理系統，協助零售企業提升營運效率

  • Intelligent replenishment algorithm for automated management智能配補調算法，實現商品自動化管理
  • Merchandise health assessment – a digital operations closed loop商品健康評估體系，建立數字化運營閉環
  • Flexible parameter configuration for different needs靈活的參數配置，滿足不同企業需求
  • Comprehensive data analysis for precise decisions完整的數據分析，支持精準決策
More Info更多資料 Contact Us聯絡我們
Research研究

Emmy Research TeamEmmy 研究團隊

Our research team, the Emmy Team, studies how organizations and society work, to help people adopt AI well. Comments are welcome.我們的研究團隊 Emmy Team 研究組織與社會如何運作，協助大家妥善應用 AI。歡迎提出意見。

How Organizational Structure Absorbs AI Adoption: A Nine-Factor Framework with Checks on Real Networks

Purpose目的

To give managers a structured, measurable view of whether the structure of an organization is sound, and how well it can absorb the changes AI brings.以九個可計算的指標，從協作網絡分析組織結構是否健康，以及能否承受 AI 帶來的改變。

Summary簡介

The framework treats a company as a collaboration network and reads it on three layers: position (where the organization stands now), structure (how sound its skeleton is) and dynamics (whether it can change). Simulation and checks on nine real networks and three generated org charts show a clear pattern: where AI is introduced matters more than the shape of the org chart. Adding AI-driven work first around the most connected people brings the network much sooner to the point where it starts to amplify work without limit, especially when their links are clearly stronger than those of others. Method: mathematics, simulation, plus structure checks on real networks.框架把公司看成一張協作網絡，分三層診斷：位置（組織現在站在哪裡）、結構（骨架是否健康）、動能（能不能變）。模擬，以及 9 個真實網絡和 3 張生成組織圖的檢驗顯示：在哪裡引入 AI，比組織圖長什麼樣更重要；先在聯繫最多的人周圍增加 AI 帶來的工作量，網絡會更快到達開始無限放大工作量的臨界點，尤其當他們的連結明顯比其他人強的時候。方法：數學推導、模擬 (Simulation) 及真實網絡結構檢驗。

Use case應用

Helps decide where to start an AI rollout and which key people or teams to support first. Our Amoy Compass diagnosis tool comes from the same line of research.協助決定 AI 從哪裡開始推行，以及應先支援哪些關鍵人物或團隊。安美羅盤（Amoy Compass）組織診斷工具也源自同一研究方向。

Read on Zenodo在 Zenodo 閱讀 Blog博客文章 Join Amoy Compass加入安美羅盤

One Ratio, Three Regimes: How Faster Adjustment Turns Damping Links into Amplifying Ones

Purpose目的

To understand why speeding up work with AI can sometimes make results less steady, and how to avoid it.研究組織引入 AI 加快工作流程時，為何有時反而令整體表現更不穩定，以及如何避免。

Summary簡介

Work moves through steps such as reviews, queues and production stages. Each step sees its backlog late and corrects it over some time. The paper shows that one ratio, reading delay divided by adjustment time, tells whether a step calms disturbances, amplifies them while still looking healthy, or becomes unstable. Correcting faster on stale information can make the swings bigger downstream. Method: mathematics and simulation.工作會經過審批、排隊、生產等多個步驟。每個步驟看到的積壓資料都有延遲，並在一段時間內修正。論文指出，只要看一個比值（資料延遲 ÷ 調整時間），就能判斷該步驟是平息波動、在看似正常時放大波動，還是變得不穩定。在過時資料上加快修正，可能令下游的波動更大。方法：數學推導及模擬 (Simulation)。

Use case應用

Gives managers a simple ratio check before speeding up approval, production or supply processes with AI, so that faster work does not bring bigger swings.讓管理者在用 AI 加快審批、生產或供應流程之前，先用一個簡單的比值檢查，避免加快後反而帶來更大的波動。

Read on Zenodo在 Zenodo 閱讀

When AI Replaces a Person in Everyday Loops: Jobs, Worth and Close Ties in a Simple Network Model

Purpose目的

To understand how AI taking over everyday choices affects jobs, the sense of being needed and close relationships, so organizations and communities can plan ahead.了解 AI 取代日常選擇後，對工作、被需要的感覺及人際關係的影響，讓機構與社區能預先規劃。

Summary簡介

A simulated society of 2,000 people follows three everyday loops (jobs, a sense of being needed, and close ties) while AI takes over a growing share of choices that used to go to people. In the model, close ties wear away first and gradually, jobs fail suddenly at higher AI rates, and a small protected role can keep a sense of worth alive. Method: simulation.在一個 2,000 人的模擬社會中，追蹤三個日常迴圈（工作、被需要的感覺、親近關係），並讓 AI 逐步取代原本由人完成的選擇。在這個模型裡，親近關係先逐漸減弱，工作在較高的 AI 比例下突然崩潰，而一個受保護的角色可以維持「被需要」的感覺。方法：模擬 (Simulation)。

Use case應用

Points to early-warning signs worth watching, such as close-relationship indicators alongside employment, and to roles and programmes that keep people involved. Useful for HR, NGOs, schools and community planning.指出值得留意的早期訊號（例如就業以外的人際關係指標），以及能讓人持續參與的角色與計劃，可供人力資源、社福機構、學校及社區規劃參考。

Read on Zenodo在 Zenodo 閱讀

Probing Algebraic Structure in Neural Networks via Symmetric Cycle Closure (July 5, 2026)

Purpose目的

To develop a deeper testing method that tells whether an AI model has truly learned the knowledge or is only memorizing.研究深入的檢測方法，判斷 AI 模型是真正學會了知識，還是只是死記硬背。

Summary簡介

High accuracy does not prove that a neural network learned the rule of a task; it may have memorized. The paper introduces Sym-CCC, a black-box test of whether a network's outputs obey the cancellation rules of a mathematical group. On two groups of order 24, networks trained without weight decay reached 100% training accuracy but failed the test on new data, while weight decay separated rule-learning from memorization.準確率高，並不代表神經網絡真的學會了任務背後的規則，也可能只是死記。論文提出 Sym-CCC，一個黑箱測試，檢查網絡的輸出是否符合數學「群」的抵消規則。在兩個 24 階的群上，沒有權重衰減的網絡訓練準確率達 100%，但在新資料上測試失敗；加入權重衰減後，能把「學會規則」和「死記」分開。

Use case應用

Offers a way to look beyond accuracy scores when judging whether an AI model can reliably apply what it has learned to new cases.提供一個超越準確率的角度，判斷 AI 模型能否把所學可靠地應用到新情況。

Read on SSRN在 SSRN 閱讀

Interface With Whom? Markov Blanket Claims Depend on the Observation Protocol

Purpose目的

To make claims about where a system ends and its surroundings begin precise and testable, for AI systems and for organizations.讓「一個系統在哪裡結束、外界從哪裡開始」這類說法變得精確、可檢驗，適用於 AI 系統與機構。

Summary簡介

The free energy principle describes a system and its surroundings as separated by a boundary (a Markov blanket). This paper shows that whether a boundary holds depends on what is observed: only the current state, or the whole history. We give exact conditions, a leak score that measures how much information passes around the boundary, and a tool to compute it. One practical lesson: a monitor that records only what it sees, and not what it has itself done, can misjudge. Method: mathematics, simulation and open-source code.自由能原理把一個系統與外界之間的分隔稱為邊界（Markov blanket）。論文指出，邊界是否成立，取決於觀察的是什麼：只看當下狀態，還是看整段歷史。我們給出精確條件、一個量度「有多少資訊繞過邊界」的洩漏分數，以及計算工具。一個實用的啟示：只記錄所見、不記錄自己做過什麼的監測，可能會判斷錯誤。方法：數學推導、模擬 (Simulation) 及開源程式碼。

Use case應用

Gives a principled way to check whether information stays within a team, a care setting or an AI system, and to design monitoring that records its own actions. This underlies our work on early-warning tools in care and learning.提供一個有根據的方法，檢查資訊是否留在團隊、照護環境或 AI 系統之內，並設計出會記錄自身行動的監測。這也是我們在照護與學習上研發早期警示工具的理論基礎。

Read on Zenodo在 Zenodo 閱讀
Partners合作夥伴

Our Partners合作夥伴

We are proud of our strategic partnerships with esteemed organizations across Greater China, including Hong Kong, Mainland China, and Taiwan. These collaborations underscore our commitment to excellence and innovation.我們與包括香港、中國大陸和台灣在內的大中華區內的知名組織建立了戰略合作夥伴關係。

PwC Cyberport CIP HKPC DDIY Foshan University CityU GBXNET
AWS Startups
Microsoft for Startups
Contact聯絡

Contact Us聯絡我們

Amoy office

Please feel free to contact our experts for more information.歡迎聯絡我們的專業團隊獲取更多的資訊。

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+852 5301 3090
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+852 2124 4971
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