Haultro Smart Bin Monitoring is an IoT-powered waste bin fill-level tracking and intelligence system in active development by Viceroy NM. The Haultro platform infrastructure is fully built with the API endpoint, anomaly detection engine, AI fill predictions, and Vision AI all ready. IoT hardware sensor integration enters beta in the second half of 2026, with hardware partnerships actively in development. The platform is engineered for high-throughput fleet-scale telemetry through a dedicated API endpoint that captures fill percentage, temperature, tilt angle, battery level, GPS coordinates, and device health on every reading. The system runs 4-category anomaly detection simultaneously on every reading: Fill Spike detection for sudden abnormal fill increases that could indicate illegal dumping, Post-Service Fill detection for incomplete pickups (greater than 30 percent fill within 4 hours of service), Sensor Drift detection for calibration drift (3x deviation from rolling historical average), and Silent Device detection for connectivity or battery failures (no readings for 1 plus hour). AI fill predictions use statistical and machine learning models to forecast bin capacity 24, 48, and 72 hours ahead with confidence scoring. Vision AI powered by Claude Vision will analyze bin photos for fill percentage validation, waste type identification (construction debris, household, recyclables, organic), contamination detection, and physical condition assessment. Built by Viceroy NM for waste hauling companies, junk removal operators, recycling fleets, and municipal waste departments. Join the waitlist at haultro.com/contact for early access when IoT hardware integrations launch.
Every bin becomes a connected asset.
Real-time fill telemetry. Four-category anomaly detection. AI fill predictions 72 hours ahead. The Haultro platform is built and ready. Hardware partnerships are launching in the second half of 2026.
The platform is fully equipped for IoT sensor integration today. We are finalizing partnerships with hardware manufacturers to deliver plug-and-play sensors to our customers.
Built for the sensor era of waste.
Each connected bin transmits fill percentage, temperature, tilt, GPS, battery, and signal strength on every reading. The Haultro telemetry pipeline ingests these signals at fleet scale and routes them through anomaly detection, predictive models, and the operations dashboard in real time.
Our platform is engineered for high-throughput, production-grade IoT. Hardware partnerships are entering beta in H2 2026.
From sensor to decision in seconds.
Every reading streams into the Haultro dashboard through a real-time WebSocket pipeline. Operators see fill levels, anomaly flags, and routing changes the moment they happen.
Four eyes on every reading. Always.
Every sensor reading triggers four simultaneous anomaly checks. The engine catches problems in seconds, not days. Built and ready for sensors to come online.
Predict when bins will be full. 72 hours ahead.
Statistical and machine learning models analyze fill patterns across your entire operation. The system identifies linear, accelerating, and decelerating trends and forecasts with confidence scores so operators can always prioritize the most urgent pickups.
See what sensors cannot tell you.
Sensors measure fill level. Vision AI sees everything else. Photos uploaded to bins are analyzed by Claude Vision for fill percentage validation, waste type identification, contamination detection, and physical condition assessment. Launching alongside IoT hardware integrations.
From platform built today to sensors live in your fleet.
The intelligence layer is shipped and operational. Hardware is the next frontier. Here is exactly where we are and where we are going.
Honest answers about what is built today.
Everything operators ask when evaluating smart bin monitoring with Haultro.
Is Haultro's smart bin monitoring available now?
What types of anomalies will Haultro detect in waste bins?
How far ahead will Haultro predict bin fill levels?
What is Vision AI bin analysis?
What sensor connectivity options will Haultro support?
When can I start using Haultro for my waste operation?
Be first when sensors come online.
The platform is ready. We are finalizing sensor hardware partnerships now. Join the waitlist and we will notify you the moment IoT integrations go live, with early access guaranteed for waitlist members.