GPU-accelerated urban intelligence platform that analyzes 2.2M City of Austin building permits to surface energy infrastructure trends nobody else sees.
View Live Project →Austin installs solar panels at a 22:1 ratio to battery storage. When the grid fails — as it did in the 2021 freeze — those panels become useless. The AI surfaced this automatically from 2.2 million permits that no human had cross-referenced.
It also found a 12x equity gap in backup power: Westlake (District 10) has 2,151 generators installed since 2021. East Austin has 175.
NLP pipeline extracts structured data from free-text permit descriptions. GPU-accelerated pattern matching (RAPIDS) identifies clusters: solar installations, battery storage, EV chargers, generators. Natural language Q&A lets anyone ask: "Where are the solar installations in my district?"
City planners, utility companies, and policy makers need to see infrastructure patterns to make decisions. Undervolt turns 2.2 million rows of permit data into actionable intelligence — running entirely on-device at 60 watts, no cloud dependency.
We built Undervolt in 48 hours. Imagine what we can build with your data.
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