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Background
"The training team went back to being a training team, not a call center."
Global Automotive Brand (Korea)
Dealerships flooded HQ training team with repetitive inquiries, preventing them from focusing on content creation.
Existing training relied on long manual videos with low knowledge retention among field technicians.
Solution
"We shifted from memorization-based learning to applied learning."
Global Automotive Brand (Korea)
Phase 1: Trained platform AI on event FAQ data, replacing rigid chatbots with flexible AI-generated answers.
Phase 2: Built a closed AI system trained on internal materials only; auto-converted long videos to sub-1-minute short-form clips with social feed-style swiping.
Results
FAQ inquiries reduced by 90%+, restoring the training team's capacity. 100+ internal learning newsletters published.
50%+ of access occurred during commute hours, proving voluntary learning habits; technician skill standardization achieved nationwide via quiz events.
Insight
AI adoption is best started in areas with low risk and easy outcome measurement. "Verified small wins → executive buy-in → phased expansion" is the realistic methodology for manufacturing AI adoption. Dumping all training content into AI at once can cause hallucinations — category-by-category rollout and pilot testing are essential.
