The two most important technological developments of our day are artificial intelligence and cloud native. Applications may operate on a scalable and reliable platform thanks to cloud native technologies. AI and machine learning are becoming more and more prevalent in cloud workloads due to recent advancements in these fields. Even while cloud native solutions can handle certain AI/ML workloads, there are still gaps and constraints that provide opportunity for innovation and improved support.  This white paper covers the next issues and gaps before talking about emerging solutions. It starts with a quick summary of the state-of-the-art AI/ML approaches and then moves on to what Cloud Native technologies have to offer.This white paper aims to provide engineers and business executives with the necessary expertise to comprehend the prospects and evolving landscape of cloud native artificial intelligence.