Online ISSN: 2455-7188 IMPACT FACTOR: 0.7261 Thomson Reuters Researcher ID: J-5005-2016 CERTIFICATE OF PUBLICATION This is to Certify that Mr./Mrs./Ms./Dr. B. Krupa Shree, Dr. S. Manivel, Dr. Suganya Babu has published research paper in " INTERNATIONAL JOURNAL OF INNOVATIVE RESEARCH IN MANAGEMENT STUDIES (IJIRMS) peer reviewed and refereed journal, Volume- 8, Issue- 10, October 2026, pp. 137-143." Paper Title:- " GENERATIVE AI-DRIVEN PRODUCTIVITY AND SHADOW AI USAGE IN THE WORKPLACE: AN EMPIRICAL STUDY, TAMIL NADU " Chief Editor