Hyperlocal, community-managed insurance pools powered by open-source AI and blockchain. These pools allow communities to collectively assess and mitigate risks specific to their environment and needs. Members contribute to the pool, democratically decide on coverage terms, and directly benefit from collective risk reduction efforts, fostering local resilience and self-governance.