155 karma · joined October 9, 2016
To the degree that AI can help reduce or measure behavioral risk, it's not only a good idea but only fair. I think most people would admit pricing insurance based on people's behavior is fair. They certainly do not like the idea of paying for others' right to drive fast and stop short. AI is a tool that is accelerating this trend.
All of the scary things mentioned in the article actually have nothing to do with AI, but discrimination based on inherent risks. Pricing insurance on ZIP certainly does not require AI. And while genes are a medical factor, getting old is the #1 inherent medical risk.
Is it fair to price on these things? For a house, ZIP makes sense - wildfire risk differs. But it is likewise undeniable that the old will cost more to care for than the relatively young. Debating AI won't help - the real debate is about whether we as a society are willing to protect people from the inherent risks of getting old, childbirth, cancer, living in a floodplain or wildfire zone, or even growing up in a poor area. We don't really have an honest debate about that.
Would love to get in touch, will drop you a line.
On guessing rebuild, in CA you shouldn't have to guess, as it's the insurer's legal requirement to recommend something accurate, and the DOI supports the consumer there. Generally those increases will do the job on like-for-like replacement - the big problem is if your Building limit has not been reviewed for years, as they get out of date.
Guaranteed is definitely expensive since it has cost insurers some big claim headaches, so not surprised it's even harder to find now as some insurers are hurting after all the fires.
Interesting development though is in CA, insurers are legally required to recommend you a replacement cost coverage amount that is adequate for your place. That probably has a lot to do with the changes you've seen on "guaranteeing" something vs just recommending.
Property insurance attritional losses are fairly predictable, and reinsurance is there to smooth out Catastrophe loss years; they'll be there to support us and bring our Loss Ratio back under control. So key is to charge enough to cover attritional (i.e. predictable) losses + reinsurance premiums.
But yes in those bad years where there's no UW profit, there's no dividend - everyone's contribution was needed.
And you are right - UW profit shouldn't be a big part, but it's a contentious issue right now with interest rates where they are. Since it shouldn't be a big part of our profit model, we're looking to put our money where our mouth is and return it.
You are right though that money needs to be set aside for bad years - in insurance we call it "reserving", and actually it is already accounted for before the 5-15%. It is stashed away in the loss ratio as "incurred but not reported" or is paid in reinsurance premiums, which are a fixed cost. 5-15% is what is left over after all that (and admin expenses).
Hopefully that could help you out in the mean time.
Regarding returning unclaimed premium - good question. The way insurers make money is by 1) collecting premiums and holding on to them, generating some interest, and 2) keeping more premium than they need to pay out in losses and expenses, which is called "Underwriting Profit."
Typically Home/Renters insurance is written in such a way that a company tries to keep 5-15% of premiums as Underwriting Profit.
We think that the conflict over underwriting profit is at the heart of why the insurance experience is bad - there's not much incentive in improving a user experience that you don't want users to use... So we want to give that 5-15% back in the good years where we don't need it to pay claims. So, what you would see is a dividend at the end of the insurance year. It's not going to be much, but it is "putting our money where our mouth is" on our commitment to policyholders.
Turns out that's really hard to do legally and financially - mutual insurers would technically do this, but starting one is a hugely capital intensive process. We're on the path, and hope to be able to share more about the process soon!
You make a really good point on privacy - insurance is a trust business and managing this right is really important. We delete Dec pages w/in 30 days (we don't need to keep them past giving you the advice), so that's a start and something we don't mention on the site but should. We also never expose user data, or show you what you've uploaded.
Unfortunately though to get insurance advice, property details are pretty important, and if you are concerned with your Liability coverage net worth is pretty important for a service to know too. What we don't need are names - actually people could black out that personal info (even address) and it would be fine!
Would love to hear any feedback too! Particularly around the user flow, and whether our instructions make sense.
Thanks!