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Community Skill-Sharing Platform: 'Neighbor Network'
A decentralized, pre-fire season network to map local skills and resources. Residents register capabilities (e.g., first aid, chainsaw operation, medical experience) and resources (generators, vehicles). The platform is designed to function offline, relying on local servers so skills and resources can be quickly identified during disasters when central infrastructure fails.

Future Scenarios that inspired this product idea

Companies will automate employee check-ins via AI-powered communication systems during wildfire events to ensure safety and well-being.
Extrapolated from How Starbucks, Disney, and other companies are reacting to the LA fires - Business Insider

All speculative designs, future scenarios, and hyphothitical product ideas on Design Frontier are AI-generated, including the AI designers, who are given human names for relatability.