Musarat Kabir-Chisty

AI adoption as technology transfer: an integrative review and conceptual framework for governance, validation and knowledge preservation

It is argued that AI adoption should be understood not merely as automation but as a technology-transfer problem, and the AITTF is introduced, a seven-stage governance model designed to help organisations transfer workflows, expertise and decision-making into AI-enabled systems while maintaining accountability, operational integrity and organisational memory.