Our client is a Fortune 100 P&C insurer, leveraging telematics data to assess driver risk profiles and offer discounts on insurance premiums. Telematics data can be sourced from multiple vendors that collect data from a variety of devices. Our client engaged with us to
Identified vendors that meet long-term business requirements
Identified data feed issues resolved by some of the vendors leading to improvement in data feed quality
Harmonization of data received from across devices and vendors, leading to improvement in overall data quality
Lift in downstream models’ accuracy due to improvements in data quality