This study examines the cyclical logic and business model framework (business model canvas), based on which both predictive accuracy and platform value improve as the scale and scope of data increase, for firms that leverage the computational power of artificial intelligence (AI) as a core business function or mainstream product or service (AI platform firms). AI platform firms, or those seeking to become AI platform firms, can consider the direction of business development and business performance growth in collaboration with themselves and others by approaching the business model framework specific to AI platform firms.