<p>Agricultural empowerment programs remain central to rural development strategies in many developing economies. However, despite substantial public investments in agricultural intervention schemes, rural poverty, livelihood insecurity, and uneven access to development resources persist across numerous rural communities. Recent scholarship increasingly emphasizes that these challenges cannot be explained solely by environmental constraints or productivity limitations but must also be understood within broader governance structures, institutional capacities, and socio-economic inequalities that shape access to agricultural support systems. Environmental pressures such as climate variability, irregular rainfall patterns, and extreme weather events further intensify the vulnerability of smallholder farmers who depend heavily on climate-sensitive livelihoods. Against this backdrop, this study investigates the governance and institutional dynamics shaping the implementation of agro-empowerment intervention programs in rural Nigeria. The research adopts Interpretative Phenomenological Analysis (IPA) and draws on semi-structured interviews with twenty-five participants, including farmers, program administrators, and community leaders involved in agricultural intervention initiatives in Ebonyi State, Nigeria. Thematic analysis generated five interrelated themes—access and inclusion, local institutional capacity, stakeholder participation, contextual responsiveness, and accountability mechanisms—that illuminate how governance arrangements influence program accessibility and effectiveness. The findings reveal structural governance challenges, including bureaucratic barriers, fragmented administrative coordination among implementing agencies, unequal access to program resources, and limited accountability mechanisms in program administration. Elite capture and political interference further constrain the equitable distribution of benefits and weaken trust in implementing institutions. To address these challenges, the study proposes the Agro-Intervention Administration Ruralisation (AIAR) framework as a hybrid governance model that integrates decentralized administrative coordination, participatory monitoring mechanisms, and transparent beneficiary verification systems. The study concludes that strengthening locally embedded governance structures and institutional accountability is essential for improving the effectiveness, inclusiveness, and sustainability of agricultural empowerment programs and advancing broader rural development outcomes.</p>