Coming from Tableau/Power BI background, I was skeptical about "conversational BI". But wow, Ada gets context in ways traditional tools don't. The interpretation reports surface insights I wouldn't have thought to look for. Attribution analysis is surprisingly sophisticated. My only wish is better customization of chart colors and themes for brand consistency. The default styling is fine but not great for client-facing materials.