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Oil palm landscapes are often characterised by land conflicts. Multi-stakeholder platforms (MSP) may be a promising means to contribute to conflict resolution. However, the merits of MSPs are limited in contexts with strong power imbalances and entrenched conflict histories. This study analyses an MSP from Myanmar. We developed an analytical framework based on literature on MSPs and social learning and used qualitative methods such as participatory observation and interviews. The study investigates how the MSP was designed and governed and whether it was effective in addressing the land conflicts around oil palm concessions. The study discusses several promising factors of the MSP for being effective, such as adequate inclusion of stakeholders, secured resources, or effective facilitation. However, the analysis also reveals how hindering factors such as lack of a clear mandate, goal, and decision-making competences of the MSP, insufficient communication, or lack of legal and land governance expertise contributed to only limited effectiveness of the MSP. Further, we discuss whether the MSP was a suitable approach in the given context of nontransparent land governance mechanisms, persisting power disparities, and longstanding conflict history. We conclude that designing and governing an MSP in such a context needs to be done very cautiously—if at all—and recommend paying special attention to ten specific points.