As AI and analytics become increasingly integral to business processes, it's essential to integrate them into the existing IT architecture. Traditional data processing systems often operate in silos, which can hinder the seamless exchange of information necessary for informed decision-making. By reimagining the IT architecture to include both big data and transactional data, organizations can enhance their operational efficiency and responsiveness.

Cloud computing offers flexibility and scalability that on-premises solutions often lack. Many organizations are transitioning their AI and big data processing to the cloud to address the challenges of talent shortages and the need for rapid scaling. This shift necessitates a comprehensive IT architecture that accounts for both cloud-based and on-premises systems, ensuring that all data and processes are integrated effectively.

An IT futurist plays a crucial role in anticipating technological advancements and their potential impact on the organization. By keeping an eye on emerging trends, this individual can help shape the IT roadmap, ensuring that the architecture remains adaptable and aligned with future business needs. This proactive approach facilitates better budget approvals and prepares the organization for upcoming challenges and opportunities.