Currently, most logistics firms allocate less than 15% of their IT budget and under 0.5% of overall revenue to AI. Quick wins are possible through routine automation, but scaling more advanced analytics and physical automation requires a cohesive, phased business strategy and investments. Firms need to build governance and accountability frameworks to contain risks, including…

As that abstraction disappears, the need to actively operate connectivity becomes visible. Every SGP.32-enabled device depends on an initial mechanism to establish connectivity, authenticate, and begin its lifecycle. Without this step, no profile can be provisioned and no orchestration can take place. Control of infrastructure, not just access to it, is what determines how manageable…