Manufacturing AI support knowledge base

Challenge

Engineers spent hours on repetitive technical questions; no coverage after hours.

Solution

RAG over manuals and tickets; AI agent on mini program and website with human escalation.

Results

• ✓78% auto-answer rate on common questions
• ✓~40% less engineer time on repeats
• ✓First response in ~3 minutes off-hours (from ~2 hours)