The conversation around artificial intelligence (AI) feels eerily familiar. Organizations are caught up in the same hype cycle that business intelligence and analytics went through a decade ago. Back then, everyone wanted dashboards. Today, everyone wants AI. In both cases, the challenge isn’t about compiling output; it’s about generating business value.