Clients
Enterprise AI Training Case Studies
Real examples from workshops and coaching engagements across banking, retail, education, and engineering.
I've Now Run AI Workshops for the Same Company Three Times. The Third Batch Is Nothing Like the First.
I've been training at Garden since January: HR, then Sales & Marketing, now Operations. The third batch required a 120-row fake production dataset and 26 new prompts. Nothing from Batch 1 transferred.
在同一家公司辦了三輪 AI 工作坊之後
自一月起，我在 Garden 持續提供培訓：HR、市場銷售部，現在是運營部。第三輪要求我從零建立 120 行虛構生產數據集和 26 個全新提示詞。第一輪的內容一張也沒有重用。
What Happens When a School Commits to 24 Months of AI Training
Last April I trained 400 educators in 75 minutes. Then HKCT came back for a 24-month AI Learning Community — and mandated NotebookLM for all students and staff by September.
I Built an AI Chatbot in 2 Weeks. Here's What Broke on Turn 3.
The gap between 'build an AI chatbot' tutorials and a working production chatbot is measured in crashes, security holes, and spec rewrites.
兩星期建了一個 AI Chatbot。第三句就崩潰了。
由「十分鐘建聊天機器人」到真正上線，中間是崩潰、安全漏洞、以及反覆改寫的規格說明。
Claude Code Mastery: The Full Blueprint — My Actual System
I open-sourced my entire Claude Code architecture. Every file, every connection, every lesson learned. 9 agents, 40 skills, 7 cron jobs, 4-tier memory — built because I have ADHD and needed external structure.
Claude Code 完全攻略：完整藍圖 — 我真正的系統
我將整個 Claude Code 系統完整公開。CLAUDE.md、skills、agents、hooks、cron、memory — 每一層如何連接，每一個決定背後的原因。
What 118 Minutes With an E-Commerce Team Revealed About AI Adoption Gaps
A Shenzhen visit exposed a pattern I see everywhere: teams using AI at 50% efficiency because nobody taught them model selection.
What Happens When a Toy Company Takes AI Seriously
Two sessions, 12 executives, and a gardening demo that secured buy-in. Inside the Playmates Toys HK AI training.
Teaching a Utility Company the 7 Levels of AI Agents
I taught CLP's team a 7-level AI agent framework, from basic chatbots to CLI-based systems. Here's what a utility company needs to know about AI agents.
How to Design a 6-Session AI Pioneer Program That Actually Changes Behavior
How I designed a 6-session corporate AI training program for 19 HR professionals, using Copilot-only tools and a change management approach that saved 5-8 hours per week.
Training the World's Largest Jewelry Retailer on AI x Design Thinking
Insights from my third workshop with Chow Tai Fook, where cross-functional teams competed to create Go-To-Market campaigns using AI tools in a hackathon format.
What 1,500 Banking Professionals Taught Me About AI Adoption
Lessons from training Bank of China (Hong Kong) employees across 13 countries - on safety frameworks, workflow integration, and the 70/30 human-AI split.
Teaching Tourism Executives to Think Like AI Strategists
Designing management-level AI training for China Travel Service, focusing on China-native tools and the 80/20 human-AI collaboration principle.
How PolyU's Finance Team Built an AI Workflow That Actually Works
Building sustainable AI workflows for a university finance office - starting with strategy, establishing the ACE framework, and watching tool users become process designers.
How 400 Educators Changed Their Minds About AI in 75 Minutes
Introducing the "AI Three-Part Framework" to HKCT staff - a simple mental model for getting 400 educators from skepticism to experimentation.
Teaching Hong Kong Jockey Club's Future Leaders to Think in Prompts
Training HKJC Management Trainees on AI business communication through a three-layer prompt framework - from precision to structure to context.
Building AI Habits That Stick: A 4-Module Experiment
A 2.5-hour workshop designed around four specific skills - literacy, creativity, visual creation, and data analysis - that transformed how participants approach AI tools.
What Happens When 50 Engineers Get 45 Minutes with AI
Introducing "C-How Thinking" at Arup - a framework that bridges left-brain logic and right-brain creativity through Copilot and Canva.
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