Quality education and robust research ecosystems are fundamental drivers of sustainable development and socio-economic transformation. This paper examines how quality education (aligned with Sustainable Development Goal 4) and research capacities foster sustainable development outcomes, particularly through the leverage of future-oriented technologies such as artificial intelligence (AI), digital learning platforms, and big data analytics. It engages a multidisciplinary review of relevant literature, identifies the key challenges and opportunities associated with integrating advanced technologies in educational and research settings, and proposes an inclusive methodology for evaluating impacts on learning quality, equity, and research productivity. The study highlights that while digital and future technologies present significant potential to advance pedagogical effectiveness and evidence-based research, they also risk amplifying inequities if not deployed with policy coherence, ethical safeguards, and capacity-building frameworks. Recommendations emphasize systemic investment in infrastructure, teacher training, ethical governance of technology, and global research collaborations to ensure sustainable, equitable education and innovation ecosystems.