How do we maximize load factor through optimal routing and pickup forecasting?
Waste collection is a chain of daily judgment calls about dispatch and volume. Routing by instinct and phone calls lowers load efficiency and delays pickups.
Puro collects load-cell data second by second to measure loading points and actual volume precisely. AI cross-checks sensor data against trip records in real time, detects missed pickups and proposes the next dispatch plan.
It runs on live collection routes every day.
With no view of what was already loaded, half-empty trucks left the yard while urgent sites waited.
On-board scales record the load second by second. AI analyzes the exact weight taken on at each site and sets the next dispatch route automatically.
What each screen does and the job it carries. These are live screens. Waste sites, client companies, driver names and plate numbers are masked.
Vehicles on the road, vehicles waiting, the day’s volume and any incidents on one screen. Forecast volume is overlaid on actual volume so the forecast is validated daily.
Every vehicle’s position and path on the map. Route adherence and unusual stops are visible immediately.
Weight recorded at origin, each stop and drop-off. AI compares sensor data with the trip record and reports the reason whenever something does not line up.
Second-by-second weight data separates grab-arm vibration from actual loading. It identifies precise pickup spots and filters out travel segments.
Work outside the planned route or in unregistered areas is logged with its GPS coordinates. Work within a set radius is grouped automatically to suppress false alarms.
Schedules, waste types and progress by vehicle and driver in one place. Manual and automatic dispatches are distinguished at a glance.
Daily average volume, driving safety index from hard acceleration and braking, and annual recovery, combined into an objective basis for dispatch decisions.
Capacity, recent inspections, incident and breakdown history and the assigned driver in a single registry, so maintenance is never missed into downtime.
Stock and safety levels for consumables such as bulk bags and urea, monitored live. Consumption is aggregated by site and complex to prevent shortages.
AI groups scattered GPS coordinates into candidate stops. Naming one once completes the registration of a new site.