A leading Car Park Management company using Automatic Number Plate Recognition (ANPR) was issuing many Parking Charge Notices a year but fewer than half were being paid. How could they predict payers and non-payers?
We built machine learning models that combined factors like weather, vehicle data and local services to confidently identify which notices should be sent and which shouldn’t. Integrating this prediction into the issuing system significantly reduced costs without affecting revenues, and was integrated into the daily issuing process, processing over 120TB of data every day.