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Duncan Minty

Duncan Minty

Duncan has been researching and writing about ethics in insurance for over 20 years. As a Chartered Insurance Practitioner, he combines market knowledge with a strong and independent radar on ethics.
66 posts •
Duncan Minty
Underwriting • 4 min read

Is Open Data Compatible with Insurance?

There’s a lot of upbeat talk about how open data could revolutionise insurance. The seamless exchange of data and cover seems so simple. Yet dig around a bit and contradictions emerge. Are the principles of open data and insurance underwriting sufficiently in sync? It’s an open question.…
Duncan Minty
Duncan Minty •
Data Ethics • 4 min read

Machine Unlearning - a New Digital Capability for Insurers

Some serious exposures are looming on insurers’ reputational horizons. Most stem from how their digital technologies have been configured. If any of those exposures are realised, insurers will have to both delete ‘bad data’ and remove its influence on their models. It’s called machine unlearning…
Duncan Minty
Duncan Minty •
Counter Fraud • 5 min read

Application Fraud - do case numbers add up?

All insurers now have a strategy for managing application fraud. And given that application fraud accounts for over 80% of fraud cases in UK insurance, those strategies have a lot of corporate momentum behind them. The data coming out of all this gives us some important insights.…
Duncan Minty
Duncan Minty •
Data Ethics • 3 min read

Algorithm Destruction – the Implications for Insurers

A regulatory trend is emerging that could have profound implications for insurers. We’ve seen regulators issue fines for obtaining and using data in ways that fall outside of the rules. Now something much, much more ominous is starting to be used by regulators. It’s called algorithm destruction.…
Duncan Minty
Duncan Minty •
Fairness • 7 min read

Explaining the Fairness of a Particular Rating Factor

How would you explain the fairness of using a particular rating factor? You can’t rely on just statistics anymore. While the super-complaint tied fairness to the overall premium, now long running challenges to certain rating factors are re-emerging. Underwriters need to prepare for this.…
Duncan Minty
Duncan Minty •
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