Supply-chain AI value depends more on workflow redesign than autonomy claims

An analysis published on 22 June argues that autonomous supply chains remain largely aspirational and that practical value depends on clean data and AI embedded into operational workflows. The central lesson is that workflow design, data quality and accountable decision rights determine whether a capability becomes an operating system or remains a prototype. Build speed is not the primary bottleneck; trust and AI governance are.