A financial platform allowing communities and businesses to buy and sell insurance derivatives linked to AI-predicted climate risks. This provides a hedging mechanism against simulation-validated negative outcomes, incentivizing preparedness and adaptation while generating investment aligned with mitigating those specific risks. For example, a drought derivatives market allows farmers to insure against AI-predicted crop failure. The risk assessments are open-source and regularly tested for accuracy to build trust.