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

TL;DR

The cost of running AI models is a significant threat to consumer AI startups.
High inference costs are making profitability difficult as user engagement increases.
Startups lack the infrastructure and negotiating power of large AI companies, leading to higher per-unit costs.
Consumer AI startups often spend 70% to 90% of their operating budgets on inference.
The economic model for consumer AI differs significantly from enterprise software due to price sensitivity.
Large AI companies can potentially replicate popular consumer AI features.
Inworld, an AI voice model provider, is cutting its prices by over 50% to help consumer developers.
Cheaper AI infrastructure is seen as key to enabling the massive scale of new consumer applications.

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