Map the current operation.
Review bin surfaces, vehicles, lift signals, onboard systems and collection planning. Include normal conditions, obstructions and nearby bins in the pilot.
Design the setup and pilot.
Define identification, lift confirmation, data transfer and municipal access. Include a budget and evaluation criteria.
Validate real-world data.
Compare detected bins with actual lifts. Measure label readability, neighboring-bin mismatches, duplicates, connection outages and exception handling time.
Evaluate and expand.
Compare results with the baseline. Use the findings to plan additional vehicles, bins, integrations and ongoing support.