Most discussions about artificial intelligence have focused on comparing foundation models. More recently, the debate has shifted toward prompt engineering. Entire consulting offerings now promise better business outcomes through better prompts. The Rise of Organizational Intelligence The language model is becoming the most commoditized component of the solution. As foundation models become increasingly accessible and technically comparable, competitive advantage is shifting

Nano-SaaS, therefore, emerges precisely where incumbents stop: at the level of micro-niche problems that only become viable when developed through vibe coding.