You Don't Know Where All the Garbage Is — And That's the Problem

The Information Problem Nobody Talks About

There's a recurring pattern in coverage of Oakland's illegal dumping crisis. A journalist or advocate points to their block, or their district, and says: "The pile has been there for weeks. The city isn't doing anything."

They're right about the pile. They're wrong about the conclusion.

Oakland's Public Works cleanup team is 58 people, responsible for 78 square miles. At any given moment, there are hundreds — likely thousands — of active dumpsites across the city. The team has no single source of truth. They rely on 311 reports from residents who happen to call, which skews coverage toward higher-traffic neighborhoods where people are more likely to report. As Oakland's own City Auditor recently confirmed, entire industrial corridors and less-trafficked streets go unseen — not because crews are lazy, but because the information simply doesn't reach them.

The pile on your corner? It's real. The crews should get to it. But the 200 other piles on blocks you never drive down? Nobody told them about those either. And that's not a cleanup problem. That's an information problem.

The Math of Getting to Every Pile

Let's run the numbers on what those 58 crew members are up against.

Oakland receives roughly 25,000 illegal dumping service requests per year — about 70 per day, every day. But those are only the reported ones. The Auditor found that 311-based detection systematically misses dumping in the very neighborhoods that are most impacted. The actual number of active dumpsites at any moment is substantially higher.

Now imagine you're the crew supervisor. You have 58 people. Your crews need to drive to a location, load the waste, haul it, and return. A single large pile can consume a crew for an hour or more. If each crew handles 4–5 piles per shift, you're looking at roughly 200–250 sites per day that can be addressed across the entire city — and 70 new ones are arriving daily, just from the spots people happened to see.

This is the core dynamic: the city doesn't know where all the piles are, so crews spend part of their day looking for them or responding to whatever came through 311 first — and the unreported piles keep accumulating.

The fix isn't more crews. It's better information about where to send them.

Why "I Already Know Where the Dumping Is" Misses the Point

We hear this a lot. "I know exactly where the piles are on my block. Why do we need drones?"

Here's why: your block is one block. There are roughly 2,000 miles of streets in Oakland. You know the condition of maybe 1–2 miles of them with any confidence. You do not know what's on 83rd Avenue right now, or on a dead-end industrial road in West Oakland, or in the alley behind the strip mall on International Boulevard.

Neither does the city. And neither do the crews.

This is not a criticism of frontline workers — it's a description of the job. If you had to manage cleaning up garbage from the entire city of San Jose, would you know where every pile was without someone telling you? Of course not. The same is true for Oakland's crews. They rely on tips from residents, and those tips are incomplete, biased, and entirely reactive.

Scale matters. Knowing about 5 piles is useful. Knowing about 500 is transformative. When you know about 500, you can route crews efficiently. You can verify that cleaned sites stay clean. You can identify patterns — blocks where dumping recurs within 48 hours, suggesting you need a different intervention. You can prioritize the piles that pose health and safety risks. You can stop wasting crew time doing drive-by reconnaissance and focus them entirely on cleanup.

What Changes When You Survey the Whole City Every Day

This is what Aerbits does. A drone surveys targeted areas — up to tens of square miles per day — and AI software identifies every illegally dumped pile it sees. Each detection is geotagged, photographed, and timestamped. The result is a daily map of every known dumpsite across the monitored area.

Here's what that actually changes for the 58-person crew:

They stop hunting and start cleaning. Instead of patrolling blocks to find piles, or chasing down 311 reports that may or may not still be accurate by the time they arrive, crews receive a prioritized list of GPS-tagged sites each morning. Drive to the pin, clean the pile, move to the next one.

Nothing gets forgotten. Every detected site remains in the system until verified as cleaned. There's no pile that "fell through the cracks" because nobody happened to report it. The Auditor documented cases where evidence of illegal dumping sat unaddressed for nearly a year because the reporting process broke down. With daily aerial surveys, those breakdowns can't happen — the system flags what hasn't been addressed.

Verification becomes automatic. Is the pile really gone? A follow-up flight the next day answers that question with photographic evidence. No paperwork, no supervisor drive-by, no ambiguity. This is precisely what the Auditor recommended in Finding 16: before-and-after documentation for every cleanup.

This Is Not Surveillance or Punishment Infrastructure

A recent article in Coyote Media made a thoughtful argument against punitive approaches to illegal dumping — and it grouped the Aerbits pilot into the same category as fine increases, license plate cameras, and DMV registration blocks. We think that's a category error, and it's worth clarifying why.

Aerbits drones do not capture license plates. They do not identify individuals. They do not issue citations. They are not linked to DMV databases. The system detects piles of trash — not people, not vehicles. The output is a geographic dataset of dumpsite locations, not an evidence file for prosecution.

We agree with Coyote Media on the substance of their critique. Fining someone $1,500 for dumping a mattress they couldn't afford to dispose of legally — and then blocking their vehicle registration — is a policy that risks creating a debt spiral without addressing why the dumping happened. Oakland needs prevention: more bulky pickups, lower disposal costs, better public education about existing services, more public trash cans in underserved neighborhoods.

But that prevention work takes years to scale. In the meantime, the piles keep accumulating. The 58-person crew still needs to know where to go. The neighborhoods with the least political voice — often the same neighborhoods Coyote Media is advocating for — are the ones most likely to have unreported dumping that festers for weeks.

Aerial monitoring isn't an alternative to prevention. It's the partner that makes cleanup equitable while prevention work ramps up.

Why Cities Need Both: Prevention and Detection

The debate shouldn't be "prevention vs. detection." Any city serious about illegal dumping needs both:

• Prevention addresses the root causes — costs, access, education, infrastructure. It shrinks the inflow of new dumping over time.
• Detection handles the existing reality — the piles already on the ground, the ones appearing this week, the ones nobody has called in. It ensures cleanup is comprehensive, verifiable, and equitable.

Prevention without detection means you're working on the causes while neighborhoods keep drowning in trash. Detection without prevention means you're cleaning the same piles over and over. Together, they create a system where dumping gets harder (because disposal is accessible) and dumping that still happens gets addressed (because it's always seen).

The Auditor's 17 recommendations span both categories — and several, including before-and-after documentation and the evaluation of technology-forward enforcement strategies, map directly to what daily aerial monitoring provides.

The Bottom Line

If you drive around Oakland today, you'll see illegal dumping. You'll know about the pile on your corner, the pile by the park, the pile you pass on your commute. You'll feel like you have a handle on the problem. You don't — because there are 200 more piles you'll never drive past, in neighborhoods you don't visit, on streets the 311 system never hears from.

That's not a moral failure. It's a cognitive limitation. Nobody — not residents, not journalists, not advocates, not the 58-person crew — can hold a complete map of every dumpsite across 78 square miles in their head.

The technology to build that map exists. It's flying daily over parts of Oakland right now. It doesn't surveil people. It doesn't issue fines. It just answers a single question — where is the garbage? — completely, every day, at city scale. And when you have that answer, the 58 people doing one of the hardest jobs in city government finally have what they've never had: a complete picture of the work that needs doing.