Overview: Targeting risk before it strikes: DFRS’s data-led prevention model
Derbyshire Fire & Rescue Service (DFRS) partnered with us to strengthen its prevention strategy using Mosaic UK household insights segmentation. By building a Risk Stratification Index (RSI) that combines household-level insight, lifestyle indicators and local incident data, DFRS can prioritise fire safety visits across 500,000+ homes. This data-led approach has supported more targeted, evidence-based prevention planning for over five years, helping the service focus resources where they can have the greatest impact.

DFRS needed a way to support strategic prioritisation of home fire safety visits, ensuring resources were directed to areas where prevention activity could have the greatest impact.
Derbyshire Fire & Rescue Service (DFRS) is the statutory fire and rescue service for Derbyshire, England, responsible for protecting communities, reducing risk and responding to emergencies across the county. It covers over 1,000 square miles and serves around 980,000 people – over 500,000 residential properties – delivering proactive fire safety visits and emergency response services.
| Serves: | ~980,000 residents |
| Covers: | 1,000+ square miles |
| Operates: | 31 fire stations |
| Response: | 6,500+ incidents annually |
Derbyshire Fire & Rescue Service used data-driven insights to build their Risk Stratification Index (RSI), pinpointing areas where proactive engagement delivers the greatest benefit.
Leveraging Experian’s Mosaic UK segmentation, they analysed resident profiles (groups and types) at a household-level (UPRN), including demographic composition such as age and gender.
Lifestyle variables (e.g. smoking, alcohol use, health) were then overlaid and modelled alongside additional datasets, including deprivation data and locally captured incident and casualty data.
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