Recent commentary from Inc. emphasizes that implementing artificial intelligence within an organization does not automatically generate value. According to the insights, real business value from AI is only unlocked when companies intentionally redesign their workflows and processes around the technology. Rather than simply overlaying AI tools onto existing legacy operations, organizations must restructure how work is performed to fully leverage artificial intelligence capabilities.