AI, including Generative AI (GenAI), has emerged as a transformative technology, revolutionizing how machines learn, create, and adapt. IDC forecast shows that enterprise spending (which includes GenAI software, as well as related infrastructure hardware and IT/business services), is expected to more than double in 2024 and reach $151.1 billion in 2027 with a compound annual growth rate (CAGR) of 86.1% over the 2023-2027 forecast period. In applications where real-time responsiveness is critical,