Oakland Illegal Dumping — AI That Catches Them In The Act | Cloudastructure
AI Illegal Dumping Detection · Oakland, CA

Oakland's Illegal Dumping
Problem Has a Real-Time
Answer.

$425K spent. $16K recovered. Oakland's passive cameras weren't built to stop dumpers — they were built to record them after they left. Cloudastructure detects, intervenes, and documents every event in real time.

Request a Demo See the Data
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Source: Oakland City Auditor, April 2026
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98% Crime Deterrence Rate
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Camera Agnostic
AI surveillance catching illegal dumping in Oakland
Oakland by the Numbers

The Problem in Numbers

Source: Oakland City Auditor Report, April 2026 & KTVU Investigation
25K+ Service Requests in 2025 ~70 per day on average
$12M+ Cleanup Cost FY 2024–25 Oakland City Auditor
55% Of Footage Fails to ID Dumper City of Oakland Report
13% Of Incidents Resulted in Citation April 2023–March 2024
$425K Annual Camera Program Cost FY 2024–25
$16K Citation Revenue Recovered Same fiscal year
6 Cases Referred to DA Full year 2024–2025
102M Lbs of Trash Collected in 5 Years Oakland Dept. Public Works
Why Oakland's Cameras Are Failing

Oakland's Cameras Aren't Failing.
They Were Never Built For This.

Static LPR cameras placed in the wrong locations, in the dark, with no real-time response.

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Cameras in the Dark
Multiple cameras placed in areas too dark to capture usable details.
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Wrong Locations
Cameras positioned where dumping rarely happens — known hotspots went unwatched.
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Covered Plates
25% of vehicles had no plate. Many others simply covered theirs.
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No Real-Time Response
Footage reviewed after the fact. By the time a citation is considered, the dumper is gone.
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On-Foot Dumpers
LPR cameras can't catch people dumping on foot. AI detection can.
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$425K/Year. $16K Recovered.
The program costs 26× what it generates. The math doesn't work.

The Cloudastructure Difference

AI That Catches Them In The Act. Real-Time. Documented. Every Time.

Real-time detection. Immediate voice-down. Every event documented. The evidence chain passive cameras never built.

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Real-Time AI Detection

From trigger to response in seconds.

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Live Voice-Down Intervention

Stops the dump while it's happening.

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100% Event Documentation

Court-ready footage, every single event.

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AI That Learns

Gets smarter at your site every month.

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Camera Agnostic

Works with what you already have.

By the Numbers
98%
Crime Deterrence Rate
Verified and published across active deployments.
40%
Savings Over On-Prem Guards
AI surveillance replaces or reduces on-site guard patrols.
100%
Incidents Documented
Timestamped footage preserved, written report — every event.
See What We Can Do For Oakland

Stop Paying for Cameras
That Don't Catch Anyone.

Tell us about your properties and we'll show you exactly what Cloudastructure delivers — real-time deterrence, a complete evidence chain, and a budget that finally makes sense.

  • Real-time AI detection — from trigger to response in seconds
  • Live voice-down intervention that stops the dump in progress
  • Court-ready footage and written reports on every event
  • Works with your existing camera infrastructure
  • Month-to-month — no long-term lock-in
Request a Demo
See what AI surveillance delivers for your properties. No obligation.
No spam. No contracts. Response within 24 hours.