Mapped AI uses drone-mounted sensors and ML models to inspect roads, utilities, and buildings at scale across ANZ cities. RMIT researchers co-founded the company; their algorithms can detect subsurface degradation from thermal imagery. Local councils and utilities firms now run monthly inspections at a fraction of manual costs.