AI-TaaS operates on a multi-tiered revenue model designed to generate sustainable value through subscription-based services, API licensing, profit-sharing mechanisms, and token utility incentives. The revenue streams are strategically structured to align with the growth of the AI ecosystem, ensuring long-term adoption and scalability.