Alignment with DF goals (BGI, Platform growth, community)

This service embodies DeepFunding’s social impact mission, SingularityNET’s open collaboration ethos, and BGI’s focus on universal benefit. By empowering affected communities with data, CleanAirAI promotes AI for Peace through environmental justice and public health equity.

Problem description

Marginalized communities suffer disproportionate toxin exposure (e.g., low-income urban areas) due to systemic neglect and poor regulation . Without granular, localized data, advocates and policymakers lack the evidence to allocate resources or enforce standards.

Proposed Solutions

CleanAirAI visualizes hyperlocal pollution hotspots and recommends mitigation actions—such as targeted planting of green buffers or community health screenings. A “justice heatmap” module prioritizes interventions where the greatest inequities exist, fostering informed activism and policy reform.