Preventing dumpster overflow with AI Surveillance.
Dumpster capacity tracking
Los Angeles, California, USA
A major Los Angeles municipality faced chronic overflowing dumpster issues.
Full containers spilled litter into streets and job sites, creating environmental
and health hazards and attracting unauthorized scavengers, commonly known
as “dumpster divers,” who disrupted operations and risked injury on site.
With no real-time visibility into fill levels, teams relied on scheduled pickups, often collecting partially empty bins while others overflowed. This led to inconsistent waste collection, higher hauler overages, and increased staff hours spent guessing when bins were full.
Dumpsters frequently reach capacity unnoticed, attracting dumpster divers and creating litter, pest, and slip-and-fall hazards.
The collection was scheduled, not data-driven, leading to unnecessary hauls and missed overflows.
Dumpsters were spread across many locations, making it difficult to see fill levels in real time. Staff relied on manual checks and guesswork to know when bins needed service.
Labor shortages made routine dumpster checks impractical. Overflows were often discovered only after complaints or sanitation issues, with no reliable monitoring in place.
The camera continuously monitors the dumpster’s fill level to detect when capacity is reached.
When the dumpster reaches capacity, an alert is triggered.
Pickups are scheduled only when needed, preventing overflow and avoiding unnecessary collection costs.
30-50%
Cleaner public spaces. Happier residents.
100% dumpster visibility.
Real-time status across all locations.
0 on-site staff required for monitoring.
Solves labor shortages.
15-30%
Lower fuel, labor, and hauling costs
Commercial buildings. Keeps office complexes, shopping plazas, and municipal properties clean, reducing complaints, avoiding fines, and optimizing pickup schedules.
Industrial plants. Eliminates manual dumpster inspections across warehouses, distribution centers, and manufacturing yards.
Retail. Protects customer experience by preventing overflow, litter, and pest activity while reducing unnecessary collections.
Healthcare centers. Supports strict hygiene standards across hospitals, clinics, and medical campuses.
See real-time fill levels across all locations and schedule pickups only when needed.
Alerts trigger only when bins are full, reducing extra hauls and overage fees.
Early alerts stop overflows, pests, sanitation problems, and fines.
Dumpsters are monitored 24/7 with reliable connectivity. No manual checks
Across our municipality, overflowing dumpsters were a constant problem. We faced sanitation complaints, unexpected collection costs, and public frustration because we simply couldn’t track fill levels in real time.
Since implementing Sirix’s dumpster capacity tracking solution, incidents of overflow have dropped by nearly 65 percent. Cleanup efforts are down almost 50 percent, and we’ve avoided multiple sanitation violations by addressing issues before they escalate.
The real-time alerts and proactive notifications have transformed waste management from a reactive chore into a controlled, efficient operation.
