Utilizing survey information obtained from five irrigation schemes in southeastern Africa, we investigated the influence of agricultural innovation platforms (AIPs) and monitoring tools on a range of farm and household outcome indicators. Doubly robust estimation was used to measure the effects of these interventions, with a variety of other methods used for robustness checks. Involvement in AIP activities and using monitoring tools was found to be statistically associated with increased on-farm income together with an increased capacity to fund child education. Participation in AIPs also had a significant positive influence on off-farm income and reduced food shortages. Moreover, spillover effects were accounted for in the estimations and statistically significant positive effects were found regarding on-farm income for non-participants. These findings suggest that interventions with strong agricultural innovation system approaches in irrigation schemes in Africa could provide significant societal benefits.