With over 65% of enterprises now adopting this transformative technology, the traditional cloud infrastructure is facing a significant overhaul and demanding robust infrastructure. This translates to higher cloud costs compared to traditional workloads. To bridge this gap, standardization is key. Establishing standard tools and frameworks for cloud-based AI development will accelerate innovation and ensure wider adoption.