Wanyancha, M. and Mollel, M.L. 2026. When Does AI Capability Convert to Advantage? A Complementarity-Gated Framework for Startups in Resource-Constrained Economies. Journal of Information Technology, Cybersecurity, and Artificial Intelligence. 3, 4 (Jul. 2026), 121–134. DOI:https://doi.org/10.70715/jitcai.2026.v3.i4.091.