The VP of Customer Success wanted to automate support but refused to use a standard “chatbot.” Standard bots were too generic and often hallucinated, providing incorrect technical advice that could cause liability issues. They needed a solution that was strictly “grounded” in their own technical manuals—an AI that would say “I don’t know” rather than guess, and that could cite the specific documentation page where the answer was found.