A customer support leader decides to introduce AI after seeing rising ticket volumes, slower response times, and growing pressure on support teams. The AI platform gets implemented. Automations go live. Chat assistants start handling conversations. A few weeks later, the support team begins noticing gaps. Some AI responses pull outdated information from the knowledge base.