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UrbanOracle predicts civic infrastructure failures with AI. Built in 20hrs using Kiro—what took 40+ hrs took 20. AI classifies issues, predicts risks, optimizes routes. Proactive, not reactive.
id="app-details-left"> Inspiration Cities waste billions fixing infrastructure problems reactively—potholes damage cars, broken streetlights compromise safety, and citizens feel powerless watching issues worsen for weeks. I wondered: what if we could predict these failures before they happen? What if civic engagement could be transparent, democratic, and even fun? UrbanOracle was born from frustration with slow, opaque 311 systems and the vision of making cities proactive instead of reactive. What it does UrbanOracle transforms civic infrastructure management through AI-powered prediction and…
Description excerpted from the original listing, which is linked below.
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