Just call me Ah Hock.
15+ years inside Malaysian manufacturing offices. My customers solve supply-chain problems for the biggest names in tech and aerospace — and I solve supply-chain problems for my customers. Now I teach the office side of manufacturing how to use AI. ↴
🔬 Semiconductor
My customers provide supply-chain solutions to A*ML, L*M R***, A**lied M**erials — the machines that make every chip in your phone. I keep their supply chain running.
✈️ Aerospace
Our customers supply Airbus and Boeing directly. One tier from an aircraft, "roughly correct" does not exist.
If my insight survives at that tier, it will survive your office.
Still fighting reports the 2015 way?
RCA reports the customer sends back. SOPs nobody has time to write. Production reports that eat your evening. Every factory office knows this pain — and every week, AI quietly removes another piece of it. I show you exactly how.
One part. Five steps. Paperwork everywhere.
Every arrow above comes with a quotation, a report, or a document. That's where AI comes in.
AI for manufacturing pros. No code. No theory.
Written for planners, QC execs, purchasers and BD managers — never for programmers.
AI, minus the jargon
LLMs, tokens, MCP — explained the way a colleague would at the mamak, not a textbook.
Know your nature first
High volume? High mix? OEM or tier-1? There is no standard method — the right way depends on what your business really is.
Your workflow, not a template
Build the AI workflow that fits YOUR office — then go home at 6 with the reports already done.
Fresh from the office
23 articles and counting — all free to read.
How One Johor Manufacturer Cut Quotation Time by 70% Using AI
read this →How to Write Any Manufacturing SOP in 30 Minutes Using AI
read this →How One BD Manager Turned 334,000 Rows of Factory Data Into a Growth Strategy
read this →What Is an LLM? The Engine Behind Every AI Tool You Use
read this →How to Write an RCA Report Your Customer Won't Send Back
read this →How I Connected AI to My Company Outlook in 60 Minutes
read this →More from the office
The articles are free. The Insight PDFs go deeper. INSIDER
PDF
My insight, my prompts, and the method to customize them to your business nature — high volume, high mix, OEM, tier-1. No standard templates, no theory. Pay once. Use forever.
You've seen where my insight comes from.
I teach manufacturing pros to USE AI.
Real insight. Real prompts. Real factory wins.
Get the Insight PDFs — USD 9.99.
First Insight PDF drops soon. Follow @the.industrial.scribe to catch the launch.