Innovation Partnership is a type of procurement procedure to purchase innovative solutions that are not yet available in market. We study cases of IPs of AI in order to gain a clear and direct understanding of the subject matter and to effectively showcase the potential risks, challenges, and emerging trends within the AI sector. Moreover, the IPs demonstrate the possible future trends of the market, as this procedure enables the development and procurement of unprecedented solutions that can become widespread in the future.