With AI tools proliferating across CRM, financial planning, portfolio management, and client communications, wealth firms are struggling to separate meaningful capability from vendor marketing. This panel examines where AI is actually delivering measurable advisor productivity gains, where it falls short, and what the firms getting it right have in common.