
The shift from experimental AI phases to production-grade deployment has revealed that public cloud billing models are often unsustainable for high-volume tasks. In the current landscape of 2026, many organizations that initially leveraged the public cloud for its rapid scaling capabilities are finding that the financial burden of constant API calls is becoming prohibitive. While these third-party platforms provided a










