On average, in the small area called Keelung, where they pilot, it took two months from a leak to happen to it being listened by the repair people. A lot of water gets wasted this way. They built a chatbot on the LINE system that used machine learning to analyze water pressure, water flow, and things like that in a cross-sectoral way.

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