Indonesia, as one of the world's largest tropical forest nations, faces significant challenges in forest conservation due to extensive exploitation and land-use conflicts. This study aims to analyze the role of key actors in the success of the Forest and Land Rehabilitation (RHL) program in Gunung Balak Register 38 Protected Forest, Lampung Province, and to develop a strategic management model to strengthen institutions in addressing future rehabilitation challenges. Employing the Soft System Methodology (SSM), this qualitative research explores complex, unstructured problems and identifies solutions for sustainable forest management. The findings highlight the critical role of collaborative governance involving BPDASHL Way Seputih Way Sekampung, farmer groups, community leaders, and local government. Their synergy has contributed to conflict resolution and economic empowerment through agroforestry, particularly the cultivation of Siger avocados. The study concludes that an integrated strategic management model focusing on institutional strengthening, economic innovation, transparent profit-sharing mechanisms, and participatory monitoring can enhance rehabilitation effectiveness. Practically, these insights offer a framework for policymakers and stakeholders to promote sustainable forest restoration while improving community welfare.