“The more we understand the journey, the more confidently we can find the path.”

Where sustainability meets AI: Deloitte respondents reported 10-20% average net improvement in production output and 7-20% in employee productivity after smart-manufacturing initiatives. These are self-reported smart-manufacturing results, not AI-only effects. Fraunhofer research explores AI use cases, digital twins and energy monitoring in production; energy and material impacts still need to be measured for each process.

What this means for professional services: The ILO cautions against equating exposure with job loss. The World Economic Forum reports 40% of surveyed employers expect workforce reductions where AI can automate tasks, while 50% plan to move staff from declining to growing roles. Services in implementation, energy and materials measurement, supplier decisions, governance and workforce upskilling can help manufacturers make that transition.