Zhou , Y. and Al-Haimi, B. 2026. AI-MANUFACTURING READINESS INSTRUMENT (AI-MRI): DEVELOPMENT AND PILOT VALIDATION IN CHINESE MANUFACTURING FIRMS. INTERNATIONAL JOURNAL OF INNOVATION AND INDUSTRIAL REVOLUTION (IJIREV). 8, 26 (Sep. 2026), 508–536. DOI:https://doi.org/10.35631/IJIREV.826031.