This study examines the cyclical logic and business model framework (business model canvas) based on which both forecasting accuracy and platform value increase as both the scale and scope of data increase for firms that utilize 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 aspiring to become AI platform firms, can examine the direction of business development and business performance growth in collaboration with themselves and others by approaching from a business model framework specific to AI platform firms.