Deprioritising 3G skills in a 5G AI world: Future of data, AI, and enterprise transformation

Artificial intelligence is rapidly transitioning from a support function to a central force shaping how enterprises operate, compete, and innovate. As AI evolves from predictive and generative capabilities to more advanced, autonomous systems, organisations are being pushed to rethink not just what to invest in, but also what to consciously deprioritise. For years, businesses have built robust data ecosystems centered around structured data, dashboards, and human-led decision-making. Roles such as data analysts, BI developers, and business analysts were critical in translating data into insights. However, with machines now capable of interpreting, reasoning, and even acting on data, many of these long-standing models are being fundamentally challenged.

At the same time, enterprises are grappling with legacy systems that were never designed for this new AI-first reality. These systems are often rigid, filled with hard-coded logic, and disconnected in ways that make modernisation complex. The challenge extends beyond technology ...