Two businesses can use the same AI platform and get completely different results depending on how they structure their knowledge, configure actions, define escalation rules, and maintain the system over time. I would like to see more discussions around failed AI interactions. Those conversations often reveal more than success stories because they show where knowledge is missing, workflows break down, or human escalation should have happened earlier.