![Rebulk industrial sensor hardware deployed in the field](https://rebulk.com/_next/image?url=%2Fhardware-sensor.jpg&w=3840&q=75&dpl=dpl_4wHVPDA3DgwTvXeY5HYkKP43Nvwt) Technology # Industrial-grade sensing meets modern AI Rebulk combines LiDAR, computer vision, and volumetric modeling to continuously measure bulk inventory. Built for accuracy, reliability, and real-world conditions. ## From sensor to dashboard Data flows through four stages, transforming raw sensor readings into actionable inventory intelligence. Sensors Processing 3D Models Dashboard 01 Sensors Sensor Capture High-resolution cameras and LiDAR sensors installed in storage facilities capture continuous data about bulk material piles. The sensor array operates 24/7 with no moving parts. RGB cameras for visual context LiDAR for depth and distance Industrial-grade, weather-resistant Minimal installation footprint 02 Processing AI Processing Raw sensor data is processed through proprietary computer vision and machine learning pipelines. The system identifies pile boundaries, classifies materials, and prepares data for 3D reconstruction. Edge computing for low latency Material classification models Noise filtering and calibration Continuous model improvement 03 3D Models Volumetric Modeling Point cloud data is reconstructed into precise 3D volumetric models. Each pile is measured with sub-percentage accuracy, and changes are tracked over time. Point cloud reconstruction Sub-1% volume accuracy Change detection over time Density-adjusted mass estimation 04 Dashboard Operational Dashboard Live inventory data is delivered through an operational dashboard configured around your sites and materials. Teams access real-time volumes, historical trends, alerts, and the reports your customers expect. Real-time inventory levels Historical trend analysis Automated alerts and reports API integration available ## Built for industrial reality Every component is designed for the demands of real-world bulk material environments. It's one platform, configured per site around your piles, bays, and materials — not a rigid workflow to conform to. Computer Vision Purpose-built vision models trained on industrial bulk materials. Handles complex geometries, varying lighting conditions, dust, and material overlap. LiDAR Sensing High-precision depth sensing provides millimeter-level accuracy for surface mapping. Works in all lighting conditions including complete darkness. AI Infrastructure Machine learning models continuously improve from deployment data. Edge processing ensures low-latency results with cloud backup for analytics. Real-Time Processing Data flows from sensors to dashboard in near real-time. No batch processing delays. Inventory levels update continuously as materials move. Industrial Reliability Designed for harsh industrial environments. Dust, temperature extremes, vibration, and weather do not impact system accuracy or uptime. Fast Deployment Sensor installation takes days, not months. Non-intrusive mounting requires no structural modifications. System calibrates automatically. ## Measurement you can trust Rebulk delivers consistent, repeatable volumetric measurements that outperform manual methods by an order of magnitude. No more estimation gaps. 99%+volumetric accuracy Validated against ground-truth laser scans and weigh-bridge data at deployed facilities. Continuousmeasurement cycle Updates every few minutes, not weekly or monthly. Track material movement as it happens. Zeromanual intervention Fully automated from sensor capture to dashboard delivery. No operator input needed. ### Accuracy Comparison Visual Estimation60-80% Tape Measure / Manual80-90% Periodic Drone Survey90-95% Rebulk (Continuous)99%+ ## See the technology in action Schedule a demo to see how Rebulk's sensor and AI pipeline can work at your facility. [Request Demo](https://rebulk.com/contact) [View Customer Stories](https://rebulk.com/customer-stories) 30 minutes with a founder. No onboarding fee. No billing until go-live. --- Source: https://rebulk.com/technology