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Data Ethics

With insurance becoming increasingly digital, data ethics has become the key lens through which issues and challenges are emerging. What makes it particularly important is how it is influencing insurance at both the policy and the market levels.
64 posts
Data Ethics
Autonomy • 6 min read

Being Human - Insurance and the Right to Move On

The digital world that insurers operate in sees data being retained for long periods of time. That view is based upon the influence of moral hazard and character. Yet part of being human is to evolve and move on, to leave behind who we used to be. I examine this dilemma and identify the challenges.…
Duncan Minty
Duncan Minty •
Data Ethics • 7 min read

Telematics + In-Car Sensing = Unique Ethical Issues

Telematics and in-car sensors create huge amounts of data that can be used to gauge all sorts of things about the people in the car. Emotional AI is part of this, offering lots of potential, but also some highly emotive risks. I look at the key themes that insurers need to have on their radars.…
Duncan Minty
Duncan Minty •
Counter Fraud • 6 min read

Why the Social Scoring Ban is Seismic for Counter Fraud

There are many significant things in the EU’s AI Act but none will be more disruptive for insurers than the proposed ban on social scoring. It will cause the sector’s core digital strategies to need serious reconfiguring. So why has this happened and what do insurers have to look out for?…
Duncan Minty
Duncan Minty •
Underwriting • 4 min read

Drones Enable Automated U/W by Image Analysis

I recently highlighted how insurers were starting to gather data not just about what’s around your house (think flood), but also about how your house is built and maintained. The result is a wave of policyholders receiving notices of non-renewal. So what’s the big picture here?…
Duncan Minty
Duncan Minty •
Privacy • 3 min read

The Risks Insurers Run as Buyers of Secondary Data

A technology activist has released a huge file of segmentation data into the public domain. It shows the extent to which data brokers are scraping data and selling it for “identities”. As significant users of secondary data, insurers need to take great care managing exposures like this.…
Duncan Minty
Duncan Minty •
Data Ethics • 8 min read

Why Data Ethics is at a Crossroads

Is data ethics working in insurance? Perhaps it’s just at an early stage, needing more time. Or is it always going to struggle to gain traction? Some see ethical guidelines for data and AI as the solution. Others see them as ineffectual. So what’s needed instead? How should a firm decide this?…
Duncan Minty
Duncan Minty •
Claims • 8 min read

Claims – Nine Ethical Red Flags that Need Attention

For the last 5 years, I’ve viewed claims as the function that is generating the most ethical risk for a typical UK insurer. It has not been in the limelight, but it has been using decision systems in ways that raise significant questions. Here are nine practices that are red flags.…
Duncan Minty
Duncan Minty •
Regulation • 8 min read

The EU AI Act is full of Significance for Insurers

As the EU works towards enactment of its AI regulations, the impacts for insurers are becoming more apparent. Some markets have been labelled high risk, while some technologies are being closed off. What insurers need to do now is understand how ethics is changing the sector’s digital landscape.…
Duncan Minty
Duncan Minty •
Discrimination • 8 min read

Discriminatory Pricing – the Storm Clouds Move Nearer

Further research into discriminatory pricing in UK motor insurance is keeping up pressure on insurers and the regulator to tackle the issue. And with signs that the challenge is evolving, insurers are in danger of failing to see how this issue will grow and impact the heart of their businesses.…
Duncan Minty
Duncan Minty •
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