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From Postcodes to Behaviour: Understanding the Geography of Risk
30/10/25 11:16Geography has long been a core input in motor pricing, but in modern insurance, it’s no longer just a coordinate. Geogra...
Explainable Machine Learning Service to Supercharge Insurer Pricing Strategies
06/10/25 16:09Consumer Intelligence today announces the launch of a new machine learning-driven pricing service for general insurers, ...
From One to Many, or Zero to One? Rethinking Innovation in Pricing
24/09/25 15:08When I first read Jeremy Keating’s PriceWriter book, I was reminded of Peter Thiel’s idea in Zero to One. Thiel draws a ...
How Do We Do That? Delivering Consistency Across Websites
28/08/25 14:02At first glance, getting a single insurance price to compare across websites might seem straightforward. After all, a dr...
From Postcodes to Prospects: How Lookalike Geographies Unlock Growth
28/08/25 13:55At its core, motor insurance pricing rests on three pillars: The person – who is driving, and their history. The vehicle...
Richer Signals, Better Pricing: Explainable AI and the Case for Understanding
31/07/25 11:39The insurance pricing world is evolving fast. We’ve moved from manually engineered GLMs to machine learning models that ...
How Do We Do That? Creating Accurate, Balanced Risk Baskets
26/06/25 13:33In this second instalment of our "How do we do that?" series, we delve into the detailed and meticulous process behind c...
Extracting Strategic Insight from Machine Learning Models
26/06/25 11:20Machine learning has transformed insurance pricing. Models can now capture complex interactions and subtle signals that ...
Beyond accuracy: Why explainable AI (XAI) is the future of insurance insights
24/04/25 09:27The insurance industry is investing more than ever in machine learning. Pricing models are becoming more powerful, more ...
How insurers can move beyond the 'Vanilla Verse'
27/03/25 11:24In the fiercely competitive UK general insurance market, insurers have been increasingly gravitating towards what we cal...