The Challenge We Faced
For decades, Bayview-Hunters Point has been one of San Francisco's most environmentally burdened communities. The EPA and SF Department of Public Health have documented the disproportionate hazards our residents face. Illegal dumping was constant — mattresses, appliances, tires, construction debris — and 311 calls seemed to disappear into a void.
Residents knew the problem. We lived it every day. But without data, our concerns were easy to dismiss.
What Changed
In partnership with Bayview Hill Neighborhood Association (BHNA) — a 501(c)(3) that has served our community since 1990 — we deployed AI-powered aerial monitoring. Daily drone flights captured every dumpsite. Every pile. Every location where waste was being abandoned in our neighborhood.
Suddenly, we had what we'd never had before: undeniable proof.
The Results
With daily detection and reporting, the city had no choice but to respond. 94% of dumpsites were eliminated in less than a month. Not because the city suddenly cared more — but because we had evidence they couldn't ignore.
The Lesson Learned
Here's what happened when we paused flights for two weeks: dumping returned immediately. Within 14 days, sites were back up to 73. When we resumed monitoring, they dropped again.
This proves something important: The city can clean our streets when they're being watched. The question is why it takes surveillance to get the same service other neighborhoods receive automatically.