Enterprise organizations struggle to understand and operationalize AI's practical business roles beyond hype

Decision-makers at large organizations are confused about how to actually deploy AI across their operations, with unclear guidance on whether AI should function as a tool, agent, or strategic partner. Current AI implementations often fail because companies lack frameworks to match AI capabilities to specific business problems, resulting in wasted budgets and failed digital transformation initiatives.