I Help Teams
Adopt AI That
Actually Sticks.
field notes · hong kong · since 2023 · 10,000+ trained
Workshops, coaching, and trainer development for organizations that want real behavior change — not just another AI demo. Based in Hong Kong, working across Asia-Pacific.
verified engagements
ArupThreeSixtyHow I Can Help
OrganizationsWorkshops for Teams
Align your team, lower the fear, and build practical AI skills tied to daily workflows.
→IndividualsOne-on-One Coaching
Personalized sessions focused on your projects, your role, and your goals.
→TrainersTrain-the-Trainer
Become a certified AI trainer with the Adaptig methodology. Teach with confidence.
→“I absolutely loved this lesson — very useful! Sam did a fantastic job explaining NotebookLM using a real-life example, making it easy to understand since we encounter similar situations all the time.”
“Sam is deeply experienced and professional. The way he teaches vibe coding, Stripe integration, and website deployment — he knows the full stack inside out. 100% recommend this course!”
“Finally, AI training that's actually useful!”
“The instructors' passion, knowledge and experience in AI, and their selflessness to share with participants.”
“Very comprehensive and practical experience sharing with hands-on in-class exercises using AI tools.”
Latest Writing
The architect that never writes code
Companion take to the build log: the most expensive model in the stack wrote zero implementation code. Four bugs died at the spec stage, three workers passed the same five gates, and the blind pick landed on the cheapest. The pattern, not the model, is the asset.
Three US Businesses, One Hong Kong Trainer
Between April and June 2026, I ran three remote AI coaching sessions for US businesses -- a realty firm, a skincare founder, and an equipment dealer. Here's what makes a single-session coaching call produce something worth the time.
Three models, one branch, zero deployment
First live run of the architect pattern on my own website: Claude Fable 5 wrote the specs and verdicts, Grok 4.5 and GPT-5.5 did the typing in parallel. 75 files, +167/−668 — and nothing ships until I decide.
180 People, Six Sessions, One Pattern
Across six different AI sessions and 180 participants at one organisation, the pattern was consistent -- the executives were more anxious than their staff. What this means for who you train first.
Five Things Every AI Trainer Should Prepare -- and the One That Saves You
After enough broken demos and quiet rooms, the preparation for any AI training engagement crystallized into five outputs. Here's what they are.
AI made me a manager, not a better maker
AI raised my output and quietly changed the job — from making the thing to deciding what is worth making. Five practitioners circling the same shift, and why taste is the part that did not get automated.
Sam Wong
Hong Kong-based AI training specialist. 10,000+ professionals trained across 70+ organizations in 13 countries. I turn AI curiosity into daily habits that stick.
More about me →Common Questions
What makes good corporate AI training in Hong Kong?
Good corporate AI training in Hong Kong is measured by adoption, not attendance — whether teams still use AI on real work weeks after the session. My programs run on that standard, with 10,000+ professionals trained across 70+ organizations including Bank of China (HK), HSBC, and Chow Tai Fook.
Do you run AI training for banks and regulated industries?
Yes — including a Bank of China (HK) program that reached 1,530 participants across 13 countries with zero data incidents. For regulated environments I use the Traffic Light Protocol, a green/yellow/red framework for what staff can safely put into AI tools.
What does an AI adoption consultant actually do?
An AI adoption consultant changes how people work, not just which tools they know — most one-off AI training fails, with only about 4% of participants still using AI weeks later. My work targets that gap through multi-session cohort programs (the AI Pioneer Model) built on change-management principles.
Do you offer Train-the-Trainer AI certification in Hong Kong?
Yes — through Adaptig, for trainers, consultants, and educators who want to teach AI with a proven methodology. It covers facilitation, the frameworks I use with enterprise clients, and how to build lasting adoption rather than one-off awareness.
How much does corporate AI training in Hong Kong cost?
It depends on format (half-day workshop, multi-session cohort, or Train-the-Trainer), group size, and language. The best next step is a short discovery call to scope what your team needs — reach me at sam@adaptig.com.
Why doesn't most corporate AI training stick?
Most AI training doesn't stick because it teaches tools, not behaviour — about 4% of participants sustain meaningful AI use after a one-off workshop, and the rest revert within two weeks. Lasting adoption needs psychological safety, real-workflow practice, and follow-through, which is why I run cohorts, not single sessions.
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