From Prompt to Product: Turning AI Models into Real Business Solutions

## Introduction: The Excitement—and the Reality Over the past year, we’ve worked with multiple teams exploring how to use AI in their products. Almost every engagement starts the same way. Someone demonstrates a powerful prompt in a chat interface. The output looks sharp, structured, and surprisingly useful. There’s excitement in the room. The natural conclusion follows: “Can we turn this into a product?” At first glance, the answer feels obvious—yes. But in practice, we’ve learned that this is