Topic: systemic redesign

The AI Automation Trap: Fixing Broken Workflows First

The core principle for successful AI adoption is to fundamentally redesign workflows from the ground up, not to simply automate existing inefficient processes, which only accelerates problems. A common mistake is implementing isolated "random acts of AI" that improve individual tasks but fail to ...