A few reasons to get things started:
* Pests go nuts in indoor farming operations like this. You have to spray to stay on top of them. There's no natural ecosystem present, so natural predators don't take care of your pest problems. Also, plant metabolism changes to adapt to pest problems, and such systems are typically "precision" agriculture oriented, where the plants' needs are reduced to a small set of easy to distribute soluble elements.
* Soil composition and biology influences produce flavor. There's a reason vineyards care a lot about soil.
* Energy efficiency of such an operation is far below that of an outdoor farm -- just think about the number of energy conversions and the infrastructure needs (and its embodied energy) of this sort of operation.
* The most local basil is one that you put in a flowerbed next to your kitchen window.