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8</head><body><a href="#main-content" class="skip-link">Skip to content</a><header class="site"><div class="wrap bar"><a aria-label="AIKm home" class="brand active" href="/" data-status="active" aria-current="page"><img class="logo" src="/__l5e/assets-v1/d4fe1b75-9cc4-4202-94d3-fac9ae4a0648/aikm-logo-160.webp" alt="AIKm logo" width="52" height="52" decoding="async" fetchPriority="high"/><span class="wordmark">AIKm™<small>AI 知識管理學會</small></span></a><nav class="primary" aria-label="Primary"><a aria-current="page" href="/" data-status="active">Home</a><a href="/about">About</a><a href="/research-focus">Research</a><a href="/courses">Courses</a><a href="/certification">Certification</a><a href="/consulting">Consulting</a><a href="/case-studies">Case studies</a><a href="/events">Events</a><a href="/members">Members</a><a href="/contact">Contact</a><a class="nav-cta" href="https://forms.gle/aTHJ1uifBT7tCDfH7" target="_blank" rel="noopener noreferrer">JOIN</a><div class="lang-switch compact" role="group" aria-label="Language"><span class="lang-switch-item"><a lang="en" aria-label="English" aria-current="page" class="lang-link active active" href="/" data-status="active">EN</a></span><span class="lang-switch-item"><span class="lang-sep" aria-hidden="true">·</span><a lang="zh-Hant" aria-label="繁體中文" href="/zh-hant" class="lang-link">繁</a></span><span class="lang-switch-item"><span class="lang-sep" aria-hidden="true">·</span><a lang="zh-Hans" aria-label="简体中文" href="/zh-hans" class="lang-link">简</a></span><span class="lang-switch-item"><span class="lang-sep" aria-hidden="true">·</span><a lang="ar" aria-label="العربية" href="/ar" class="lang-link">ع</a></span></div></nav><div class="header-right"><a class="cta-btn blue join-cta" href="https://forms.gle/aTHJ1uifBT7tCDfH7" target="_blank" rel="noopener noreferrer">JOIN</a><div class="lang-switch" role="group" aria-label="Language"><span class="lang-switch-item"><a lang="en" aria-label="English" aria-current="page" class="lang-link active active" href="/" data-status="active">EN</a></span><span class="lang-switch-item"><span class="lang-sep" aria-hidden="true">·</span><a lang="zh-Hant" aria-label="繁體中文" href="/zh-hant" class="lang-link">繁</a></span><span class="lang-switch-item"><span class="lang-sep" aria-hidden="true">·</span><a lang="zh-Hans" aria-label="简体中文" href="/zh-hans" class="lang-link">简</a></span><span class="lang-switch-item"><span class="lang-sep" aria-hidden="true">·</span><a lang="ar" aria-label="العربية" href="/ar" class="lang-link">ع</a></span></div><button class="nav-toggle" aria-label="Toggle navigation" aria-expanded="false"><svg width="22" height="22" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round"><line x1="4" y1="7" x2="20" y2="7"></line><line x1="4" y1="12" x2="20" y2="12"></line><line x1="4" y1="17" x2="20" y2="17"></line></svg></button></div></div></header><main id="main-content" tabindex="-1"><!--$--><section class="hero"><div class="wrap hero-grid"><div><p class="eyebrow">AIKm institute · Hong Kong Science Park</p><h1>Machine intelligence for <em>enterprise knowledge</em> and <em>execution management</em></h1><p class="lede">Founded in 2024 at Hong Kong Science Park, AIKm is one of Hong Kong&#x27;s pioneering institutes dedicated to enterprise knowledge management. We research and deploy AI, deep learning and machine learning that turn an organisation&#x27;s documents, data and expertise into working knowledge and AI Native workflow, while keeping sight of the wider societal impact of these technologies.</p><div class="hero-ctas"><a href="/contact" class="cta-btn blue">Book a consultation</a><a href="/research-focus" class="cta-btn ghost">Explore our research</a></div></div><figure class="graph-frame reveal"><svg viewBox="0 0 460 380" role="img" aria-label="Knowledge graph diagram: enterprise knowledge connected to retrieval-augmented generation, knowledge graphs, agents, large language models and governance"><line class="kg-edge live" x1="230" y1="190" x2="90" y2="70"></line><line class="kg-edge live" x1="230" y1="190" x2="370" y2="66"></line><line class="kg-edge live" x1="230" y1="190" x2="52" y2="240"></line><line class="kg-edge live" x1="230" y1="190" x2="398" y2="228"></line><line class="kg-edge live" x1="230" y1="190" x2="232" y2="336"></line><line class="kg-edge" x1="90" y1="70" x2="370" y2="66"></line><g class="kg-node hub"><circle cx="230" cy="190" r="52"></circle><text x="230" y="186" text-anchor="middle">Enterprise</text><text x="230" y="201" text-anchor="middle">Knowledge</text></g><g class="kg-node blue"><circle cx="90" cy="70" r="30"></circle><text x="90" y="74" text-anchor="middle">RAG</text></g><g class="kg-node"><circle cx="370" cy="66" r="30"></circle><text x="370" y="70" text-anchor="middle">KG</text></g><g class="kg-node"><circle cx="52" cy="240" r="30"></circle><text x="52" y="244" text-anchor="middle">LLM</text></g><g class="kg-node blue"><circle cx="398" cy="228" r="32"></circle><text x="398" y="232" text-anchor="middle">Agents</text></g><g class="kg-node"><circle cx="232" cy="336" r="30"></circle><text x="232" y="340" text-anchor="middle">Gov</text></g></svg><figcaption>fig. 1: how we model an organisation&#x27;
8s knowledge</figcaption></figure></div></section><section class="tint" id="featured-courses"><div class="wrap"><div class="sec-head reveal"><p class="eyebrow">Featured courses</p><h2>Learn AI where it&#x27;s built</h2><p>Our most popular programmes, taught in English, Cantonese and Mandarin.</p></div><div class="pillars"><div class="pillar reveal"><span class="tag">Course 1 · Beginner</span><h3>Basic AI &amp; Vibe Coding</h3><p>A published mini-app and a personal prompt toolkit.</p><p style="margin:0;display:flex;gap:14px;flex-wrap:wrap"><a href="/courses#basic-ai-vibe-coding" class="more">View course →</a><a href="/courses#basic-ai-vibe-coding" class="more">Apply →</a></p></div><div class="pillar reveal"><span class="tag">Course 2 · Intermediate</span><h3>Intermediate Vibe Coding</h3><p>A deployed app and a repeatable AI development workflow.</p><p style="margin:0;display:flex;gap:14px;flex-wrap:wrap"><a href="/courses#intermediate-vibe-coding" class="more">View course →</a><a href="/courses#intermediate-vibe-coding" class="more">Apply →</a></p></div><div class="pillar reveal"><span class="tag">Course 3 · Advanced</span><h3>Advanced Vibe &amp; Specification-Driven AI Coding</h3><p>A production-grade project and a spec-driven playbook.</p><p style="margin:0;display:flex;gap:14px;flex-wrap:wrap"><a href="/courses#advanced-spec-driven-ai-coding" class="more">View course →</a><a href="/courses#advanced-spec-driven-ai-coding" class="more">Apply →</a></p></div></div><p style="margin-top:36px"><a href="/courses" class="cta-btn blue">Browse all courses</a></p></div></section><section id="at-a-glance"><div class="wrap"><div class="sec-head reveal"><p class="eyebrow">AIKm at a glance</p><h2>Quick facts about the institute</h2></div><dl class="facts reveal"><div><dt>Full name</dt><dd>AI and Machine Learning Institute for Enterprise Knowledge Management (AIKm · AI 知識管理學會)</dd></div><div><dt>Established</dt><dd>2024 at Hong Kong Science Park</dd></div><div><dt>Type</dt><dd>Pioneering AI institute (Hong Kong)</dd></div><div><dt>Location</dt><dd>6/F Harbour View 2, 16 Science Park East Avenue, Hong Kong Science Park, N.T.</dd></div><div><dt>Chairman &amp; Chief Scientist</dt><dd>Dr Hoson H.S. Lam</dd></div><div><dt>Fellow Members</dt><dd>Prof Kenneth Lam and Dr W.M. Tsang, both Stanford listed top 2% most-cited scientists</dd></div><div><dt>Board Advisors</dt><dd>Prof John Mok, Prof Wilton Chau, Prof. Dr. Kelvin WAN</dd></div><div><dt>Services</dt><dd>Applied deep learning research, enterprise AI consulting, professional AI training</dd></div><div><dt>Languages</dt><dd>English, Cantonese (廣東話), Mandarin (普通話)</dd></div><div><dt>Contact</dt><dd>[email protected]</dd></div></dl></div></section><section class="tint" id="services"><div class="wrap"><div class="sec-head reveal"><p class="eyebrow">What we do</p><h2>Research, consulting and training under one roof</h2><p>Three practices that reinforce each other, steered by a farsighted team committed to the responsible application of deep learning: what we learn in the lab shapes our client work, and what we see in the field shapes our curriculum.</p></div><div class="pillars"><div class="pillar reveal"><span class="tag">Research &amp; development</span><h3>Applied ML research</h3><p>We develop algorithms and reference architectures for enterprise knowledge management: retrieval pipelines, graph construction and evaluation methods, validated against real organisational data.</p><a href="/research-focus" class="more">See research focus →</a></div><div class="pillar reveal"><span class="tag">Consulting</span><h3>AI strategy &amp; deployment</h3><p>We help enterprises assess their knowledge management needs, select the right architecture, and implement AI solutions aligned with their strategy, from proof of concept to production.</p><a href="/contact" class="more">Discuss a project →</a></div><div class="pillar reveal"><span class="tag">Training</span><h3>Executive &amp; team programmes</h3><p>Hands-on workshops and structured courses on agentic AI, RAG and generative workflows, designed for enterprise professionals and delivered in English, Cantonese or Mandarin.</p><a href="/courses" class="more">View AI courses →</a></div></div></div></section><section id="research-preview"><div class="wrap"><div class="sec-head reveal"><p class="eyebrow">Research focus</p><h2>Where our work concentrates</h2><p>Five connected areas, from retrieval to governance. Each is described 
8in depth on the research page.</p></div><div class="research-list"><div class="r-row reveal"><div class="field">Retrieval</div><div><h3>Retrieval-augmented generation (RAG)</h3><p>Grounding large language models in an organisation&#x27;s own documents so answers are accurate, current and citable.</p></div></div><div class="r-row reveal"><div class="field">Structure</div><div><h3>Enterprise knowledge graphs</h3><p>Extracting entities and relationships from unstructured corporate content to make institutional knowledge navigable.</p></div></div><div class="r-row reveal"><div class="field">Autonomy</div><div><h3>Agentic AI systems</h3><p>Multi-step AI agents that plan, use tools and act on enterprise systems, with human-in-the-loop controls.</p></div></div><div class="r-row reveal"><div class="field">Generation</div><div><h3>Multimodal &amp; generative AI</h3><p>Generative models across text, image and video for enterprise use, with attention to provenance and cost.</p></div></div><div class="r-row reveal"><div class="field">Governance</div><div><h3>Responsible AI &amp; governance</h3><p>Deploying AI in regulated, bilingual business environments: privacy, model risk, auditability and compliance.</p></div></div></div><p style="margin-top:36px"><a href="/research-focus" class="cta-btn ghost">Read the full research programme</a></p></div></section><section class="tint" id="training"><div class="wrap"><div class="sec-head reveal"><p class="eyebrow">Training</p><h2>Programmes for enterprise professionals</h2><p>Practical, current and taught by people who build these systems. Cohorts run in-person at Hong Kong Science Park and online.</p></div><div class="pillars"><div class="pillar reveal"><span class="tag">Foundation</span><h3>AI for knowledge work</h3><p>A grounding in LLMs, prompting and AI-assisted workflows for managers and knowledge workers: what these systems can do, where they fail, and how to adopt them responsibly.</p></div><div class="pillar reveal"><span class="tag">Practitioner</span><h3>Building RAG &amp; agents</h3><p>A hands-on course for technical teams: retrieval pipelines, knowledge-graph integration and agentic patterns, built against your own document sets during the programme.</p></div><div class="pillar reveal"><span class="tag">Executive</span><h3>AI strategy briefing</h3><p>A focused session for leadership teams on AI investment, governance and organisational readiness, grounded in case studies from Hong Kong and regional enterprises.</p></div></div><p style="margin-top:24px;max-width:48em">These programmes lead to a course completion certificate. Separately, the<!-- --> <a href="/certification">AIKm CAIP™ certification</a> (Certified Cognitive AI Professional) is a professional credential with its own syllabus, in-person proctored exam and public registry.</p><p style="margin-top:36px"><a href="/contact" class="cta-btn blue">Enquire about a programme</a></p></div></section><section class="tint" id="events-featured"><div class="wrap"><div class="sec-head reveal"><p class="eyebrow">Community · Past events</p><h2>Convening Hong Kong&#x27;s enterprise AI community</h2><p style="font-size:1.05rem;max-width:42em;margin-top:14px">In April 2026 AIKm hosted <em>AI &amp; Machine Learning for Enterprise Knowledge Management: From Compliance to Trust</em> at HKSTP Inno2, bringing together speakers from NVIDIA, HKUST/HKGAI, HKU and HKBU on RAG, agentic AI, AI governance and safety.<!-- --> <a href="/events">See past events →</a></p></div></div></section><section id="faq" class="faq"><div class="wrap"><div class="sec-head reveal"><p class="eyebrow">Frequently asked questions</p><h2>Quick answers about AIKm</h2></div><details><summary>What is AIKm?</summary><p>AIKm (AI 知識管理學會) is the AI and Machine Learning Institute for Enterprise Knowledge Management, one of Hong Kong&#x27;s pioneering institutes dedicated to enterprise knowledge management. Founded in 2024 at Hong Kong Science Park, it advances the application of deep learning and machine learning in enterprise knowledge management through applied research, consulting and professional training, guided by a farsighted team focused on the societal impact of AI.</p></details>
8<details><summary>Where is AIKm located?</summary><p>AIKm is located at 6/F, Harbour View 2, 16 Science Park East Avenue, Hong Kong Science Park, New Territories, Hong Kong. You can reach the institute at [email protected].</p></details><details><summary>What does AIKm research?</summary><p>AIKm&#x27;s research programme covers five connected areas: retrieval-augmented generation (RAG), enterprise knowledge graphs, agentic AI systems, multimodal and generative AI, and responsible AI governance, all validated against real enterprise data.</p></details><details><summary>What services does AIKm offer enterprises?</summary><p>AIKm offers three services: applied machine learning research and development, AI strategy and deployment consulting, and training programmes for enterprise professionals. Services are delivered in English, Cantonese and Mandarin, in person at Hong Kong Science Park or online.</p></details><details><summary>How can my organisation work with AIKm?</summary><p>Contact the institute through the enquiry form on the contact page, or by email at [email protected]. AIKm collaborates with enterprises, universities, industry bodies and technology partners, and also accepts individual and organisational members.</p></details></div></section>
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