
Enterprises today are funneling billions of dollars into sophisticated machine learning infrastructures and generative model licenses, yet the return on investment often remains elusive because the human element of technology integration is being systematically ignored by leadership. This disconnect manifests as symbolic adoption, where employees perform a theater of compliance while secretly reverting to legacy manual processes. The friction is










