We surveyed nearly 1,200 manufacturing consumers, over 400 manufacturing leaders, and nearly 100 manufacturing agents across 
 22 countries—and the data is clear: contextual intelligence is the future of CX in manufacturing. Consumers expect experiences that are clear and practical. To deliver them, CX leaders must link AI with knowledge bases, service logistics, and explainability so fixes are fast, transparent, and credible.