Fuels3D is a smart-phone app coupled with photogrammetry and computer vision techniques to produce 3D point clouds of the environment from which fuel hazard metrics are derived. Fuels3D supplements existing visual assessments with repeatable and quantitative estimates of surface and near-surface fuel. Trials are currently underway with end-user agencies across Victoria, South Australia and ACT.