Today I delivered RAG training at BioProTech. (RAG = AI with your own materials attached.) In simple terms — "you have ChatGPT read all 15 years of your lecture materials, then find its answers there." That's RAG.
Over the past 3–4 days, I converted all of my Keynote files to PDF, merged in my blog, email, files, and even social media, and built a RAG system myself. I could teach this session because I had actually done it. But after meeting the website manager today, I had a lot to think about. This person had far too much to do. Requirements kept piling up, and the list of features to build was endless. The problem wasn't AI tools. It was how the work gets done, a bottleneck problem. I've mapped out a way to solve it. ^^b
One thing I feel more and more as I teach these days: training can't end with training. Teach, diagnose the workplace, and stay with the team until it actually gets done. That is real consulting, and I think it's the direction I need to go. Have a great weekend^^




27 Mar 2026
[ Instructor: John Kim ]