The One Report I Still Don’t Let AI Touch in My Supply Chain Job
When component inventory runs dry and tier-1 customers demand the same shortage parts, AI optimization is a trap β why shortage allocation requires human accountability over algorithmic math.
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I Don’t Trust AI Translation for This One Thing (And You Probably Shouldn’t Either)
AI translation tools nail grammar, but tone and register are still a gamble β here’s the one specific reason I still write this blog in English myself instead of translating from Korean.
How I Actually Use AI in My Day Job as a Supply Chain Planner
A 13-year supply chain planner’s honest, first-person breakdown of where AI actually helps with demand forecasting β and where it’s kept out entirely.
5 Days, 200 Photos: My Honest Field Test of AI Background Removal Tools
4 AI background removal tools tested on 200 real site images over 5 days β what worked on messy backgrounds, what failed on hair/fine edges, and the exact $0 workflow I use now.
I’m Not a Native English Speaker. Here’s What Actually Helped My Writing (And What Didn’t)
Three weeks of actually using four AI writing tools as a non-native English blogger β what caught real problems and what just added noise.
1 Post into 25 High-Converting Assets: My Automated AI Content Repurposing Engine (2026)
5 AI repurposing tools tested across 20 pillar articles, multiplying organic reach 10x in 15 minutes per article while cutting a $3,000/month copywriting retainer.