Consumer AI has a cost crisis. This AI voice startup is trying to help.

Startups and tech giants wage AI price war as inference costs spiral out of control

Companies adopt dynamic routing to minimize costs—Swan AI's $113k/month for 4 people illustrates the inference crisis. Chinese competitors compress margins for OpenAI/Anthropic, invalidating profitability assumptions underlying the $252B corporate AI investment thesis.