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A web-based platform using satellite data and climate scenarios helps urban planners build resilient and livable cities.
Artificial intelligence enables rapid analysis of satellite images to assess damage and priority areas.
Cities can use AI and satellite imagery for rapid data collection to prevent illegal structures and ensure sustainable urban planning.
Machine learning and satellite imagery can provide data needed by governments for effective property tax management more quickly and efficiently.
Microfinance anchored on civil society organizations is a promising model in banking the unbanked.
Less developed countries can take advantage of increased talent flows in the region in expanding their “brain network.”