Companies are focusing IT investments on outcomes that directly impact business metrics. This includes moving from legacy systems to more flexible, cloud-based and hybrid solutions, driven by a growing emphasis on predictability and adaptability in operations​

Large-scale data infrastructure providers, known as hyperscalers, are revolutionizing real-time AI applications. This trend is poised to enhance the speed, accuracy, and scalability of AI-driven solutions across sectors like healthcare, finance, and marketing.

Companies are becoming increasingly aware of AI-related risks. New AI policies are being developed to ensure responsible use, with a focus on balancing augmented intelligence. Techniques like Retrieval-Augmented Generation (RAG) are being highlighted for producing authoritative results and improving AI transparency