Building an AI Model Isn't the Solution — It's Just the Beginning
Building an AI Model Isn't the Solution — It's Just the Beginning Why Agentic Systems and Evolving AI Challenge Both Technology and Project Management The AI System Delivers Business Value — But Is That the True Potential? We all know the below narrative But lately, a question keeps revolving in my mind — Is that really the true potential of AI? Or are we, perhaps unknowingly, settling for small victories while missing the larger opportunity? Let me illustrate this with a common scenario: Imagine a telecom company builds a predictive model to forecast network outages. The model performs well in testing, but months later, operations teams are still firefighting issues manually. Why? Because: The model outputs weren’t integrated into decision-making workflows. There was no alignment with the tools engineers actually use. Stakeholders weren’t clear on how to act on the predictions. The result? Double the effort — AI teams build models, human teams ignore them, and frustrat...