Better software around AI models, not pricier models, is the real cost saver

Writer's research found that improving the software that guides AI models — the instructions telling them what tools to use and in what order — cut costs an average of 40%, beating the choice of model itself. CEO May Habib said customers are "absolutely sick of chasing the next benchmark." The upgrades launched August 13, 2026.