"Saka Warga empowers communities by starting with trusted local disaster volunteers and leaders. The AI Resilience Coach is introduced where these volunteers are already active, ensuring those who know their communities best use it. Volunteers co-create the content, test the guidance, and give direct feedback, allowing the AI to learn from them, not over them. Field facilitators validate information and ensure continuous engagement, making the AI a trusted companion. This approach keeps preparedness human-led and AI-supported, strengthening local leadership and confidence across Indonesian communities."