News
Reporting and analysis on the deals, pricing, and coverage trends shaping commercial insurance.
Showing 9 of 17 articles
Article · Aug 5, 2026 · 12 min read
Your AI Vendor Has a Supply Chain: Three Questions to Ask Before You Buy
Nearly every vendor selling into commercial insurance now mentions AI somewhere in the pitch. Very few of them will tell a buyer which part of an answer was calculated and which part was generated, and that single distinction is the most useful tool an insurance AI vendor evaluation can give you. On this episode of The Advocate Insurance Desk, host Katie Dowson sits down with David Haddad, head of product engineering at Advocate Technologies, to work through what actually goes into building AI software for a regulated market, and how a broker, lender, or servicer sitting through a demo can tell a real system from a thin wrapper. The premise of the conversation is that the model is the least interesting part of the product. Models improve every few months, and that improvement arrives whether or not the team using them is ready for it. What determines whether the software can be trusted is everything built around the model: deciding what it is allowed to do, knowing when it is wrong, and staying upright when something changes underneath you.
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Article · Jul 29, 2026 · 10 min read
MGAs and Fronting Carriers: Who Is Behind Your Commercial Insurance Policy?
Your renewal arrives from the same broker you have used for years. The number is competitive, the paperwork looks like every other commercial insurance policy you have ever received, and so you bind it and move on. Why wouldn't you? Here is the problem. Almost nobody stops to ask who is actually standing behind that paper, and the honest answer is increasingly that the company named on your declarations page neither priced your risk nor holds it. A managing general agent underwrote you, a fronting carrier lent its name to the policy, and reinsurers you will never be told about are the ones with money at stake. That chain is invisible from the buyer's seat, and it can reprice or disappear on you at renewal for reasons that have nothing to do with your account. On this episode of The Advocate Insurance Desk, co-hosts Katie Dowson and Grace Schmidt walk through how the MGA and fronting structure actually works, what happened when a reinsurance intermediary collapsed in 2023, and the three questions you can answer tonight from a document already in your hand.
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Article · Jul 22, 2026 · 7 min read
The Independent Insurance Broker's Soft Market Playbook
For more than a decade, being an independent insurance broker meant delivering the same conversation over and over: rates are up, capacity is tight, carriers are pulling back. Most of your energy went into managing bad news. That era is ending, at least on the property side of the book. Carriers are hungry to grow again, and for the first time in a long time, your clients are hearing that they have options. So the real question for a small shop is no longer how to survive a hard market. It is this: if the market is opening up for everyone, including the national brokerages, how does a two person agency actually win? The answer is not size. It never really was. The gap between a small brokerage and a national one was almost always a gap in visibility. The big shops could see the whole market. The smaller shop usually could not. That is the thing that is changing, and it is what this playbook is about. Below are five moves a small commercial shop can make right now. Each one is something you can run inside the Advocate app, using actual placed policy data rather than rumor or gut feel.
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Article · Jul 16, 2026 · 8 min read
Price Benchmarking in a Split Market: What the "Hard Market Is Over" Headlines Get Wrong
The headline everyone repeated this year was simple: after roughly a decade of increases, commercial insurance rates finally turned. The index dipped, and the trade press declared the hard market over. But that clean narrative papers over the single most important fact for anyone pricing risk right now. The market did not soften. Half of it did. On this episode of The Advocate Insurance Desk, Katie and Grace walked through three headlines that moved the commercial property and casualty world, and why each one points back to the same conclusion: in a split market, the only number that helps you is a carrier-level one.
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Article · Jul 8, 2026 · 7 min read
The Engine Behind the Platform: Inside the World Insurance Model
On this episode of The Advocate Insurance Desk, host Katie Dawson goes one layer deeper than the usual carrier-by-carrier market breakdown. Instead of a specific market, the conversation is about the engine underneath the platform: the World Insurance Model, or WIM. Joining her is David, head of product engineering at Advocate, who has spent roughly five years building it. The through line is simple. Nearly every commercial property carrying debt has to prove its insurance meets the lender's requirements, at origination and again at every renewal. That verification can run to hundreds of checks per policy, and much of it is still done by hand. Miss one check and the property can be under-insured. WIM is Advocate's answer to doing that work automatically, consistently, and at scale.
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Article · Jun 24, 2026 · 9 min read
Property and Casualty Insurance Just Split in Two: What New York's Rate Bill Gets Wrong
A check is hitting bank accounts in Florida this week. USAA is returning close to $1 billion to roughly 830,000 of its Florida policyholders, and carriers do not hand money back unless something underneath the business has fundamentally changed. New York is now betting it can manufacture the same kind of relief on the commercial side, by regulation rather than by reform. On this episode of The Advocate Insurance Desk, hosts Katie and Grace pulled live New York multifamily data from the Advocate app to test that bet, and the property and casualty insurance numbers told a very specific story: the bill is aimed at the wrong line.
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Article · Jun 23, 2026 · 6 min read
AI in Insurance and the Rise of the K-Shaped Market
This episode of The Advocate Insurance Desk changed the usual format. Regular hosts Katie Dowson and Grace Schmidt opened and closed the show, but handed the main conversation to co-founder and CEO Ashwin Agarwal and his guest, Joe Zuk. Zuk is an operating partner at Altamont Capital and a board member at Accelerant, and he has worked across brokerage, MGA, reinsurance, and the capital side. He brought a thesis worth hearing: the K-shaped insurance market. That thesis ties directly to one of the biggest forces reshaping the industry, AI in insurance, and it explains why the top and bottom of the market get all the attention while the middle gets left behind.
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Article · Jun 22, 2026 · 8 min read
What Crude Oil Prices Reveal About Your Liability Insurance Renewal
On a recent episode of *The Advocate Insurance Desk*, hosts Katie Dowson and Grace Schmidt opened with a question that sounds absurd: are crude oil prices and habitation **liability insurance** rates connected? Grace had been overlaying indices in Advocate's Terminal app and noticed that the WTI crude oil index and the national liability index had nearly the same shape, with the same peaks, the same trough, and the same sharp spike into 2026. This piece walks through their data and the answer they landed on, which changes how to read an insurance renewal.
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Article · Jun 21, 2026 · 6 min read
Insuring AI Data Centers: Why Business Interruption Insurance Now Drives the Deal
Data centers are the hottest asset class in commercial real estate right now — capital is pouring in, valuations are enormous, and the buildings are some of the most complex structures going up anywhere. But the insurance behind them is quietly becoming one of the hardest parts of getting a deal done. On a recent episode of The Advocate Insurance Desk, host Katie Dowson and Advocate co-founder and CEO Ashwin Agarwal sat down with Rachel Nixon of IMA — who has placed data center coverage for more than 20 years and recently helped structure a $4 billion placement. Their conversation kept circling one idea: in this asset class, business interruption insurance, not the building itself, is what really drives the deal.
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