Part 2/9:
Many businesses today fall victim to what Julia calls the "tool trap"—accumulating dozens of individual AI subscriptions without a cohesive strategy. For instance, a recent client had 14 different AI subscriptions costing over $9,000 monthly, yet still relied heavily on manual intervention to transfer information, rewrite outputs, and troubleshoot workflows. This scattershot approach not only wastes resources but also limits AI's true potential.
By implementing robust AI orchestration frameworks, these organizations can drastically reduce costs, streamline workflows, and boost productivity—turning scattered tools into a symphony of efficiency.