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Analyst
Greg Peters
Period: Reporting periods mapped to calendar 2024 Q4 – 2026 Q2 (7 quarters).
- Questions
- 139on tracked calls
- Challenge rate
- 12%16 of 139 questions
- Companies
- 15questioned at least once
- Reporting periods
- 7with questions
These figures cover the whole profile: every tracked question, all reporting periods.
How to read these numbers
Challenge rate is the share of questions that pushed back, pressed for specifics or questioned management’s assumptions. It describes how questions were asked on the calls tracked here; it does not measure whether any view turned out to be right.
Rounding. Rates are rounded to whole percentages, so a small share can show as 0% even when some questions were challenging. The count beside each rate is exact; “none of N questions” means no question was challenging.
No questions recorded. “—” means there is nothing to calculate: no questions were recorded for that period on the calls tracked here. It does not mean there was no activity.
Fewer than 3 questions. A company-level rate is withheld when fewer than 3 questions were recorded for that company; the questions are still counted everywhere else.
Small samples. Profiles with fewer than 10 questions are marked Limited sample.
Reporting periods. Questions are grouped by the calendar quarter each company’s fiscal reporting period maps to, not by the date of the call. Periods without a calendar mapping are listed separately under their fiscal label.
Questions asked
Grouped by company, most questions first. Open a company to read its questions, newest reporting period first.
Showing 139 of 139 questions from 15 companies
MRSHMarsh & McLennan Companies, Inc.14 questions · 7 reporting periods · 3 of 14 challenging
Calendar 2026 Q2
the rising costs might entirely offset the efficiency gains, but what are you seeing at your company
Show response
Doyle described LenWork, a low-cost in-house model built on third-party LLMs, as a cost-efficient answer to rising token costs, supplemented by frontier models only where needed at Oliver Wyman and Mercer.
I want to zero in on organic revenue growth at Risk & Insurance Services.
Show response
Doyle cited strong U.S. new business and lateral hiring driving improved Marsh Risk growth while acknowledging reinsurance pricing headwinds; Studer detailed broad-based double-digit specialty growth.
Calendar 2026 Q1
with your margin results being so high, curious about the risks of AI disintermediation across the various businesses that you have
Show response
Doyle distinguished AI from broader automation. Still has real possibilities around digitizing strategies. Has competed with tech-enabled startups and direct insurers for a long time. Trusted client relationships, data, modeling, and complex ecosystem connectivity all defensible.
I'm just curious on how you're thinking about the allocation or difference between growth through M&A versus repurchase of your own stock considering the reset and value of the stock price
Show response
Doyle noted $750M buybacks in Q1, $5B total capital deployment planned. Pipeline strong. Closed McGriff 18 months ago, deployed $850M to M&A last year. AltamarCAM announced. Growing bid-ask gaps as financial sponsors more aggressive than strategics. Will be disciplined.
Calendar 2025 Q4
that looks kinda scary from the potential of organic revenue growth. I'm mindful that you talked about increased demand, but I'm hoping you can just reconcile the moving parts
Show response
Klisura cited record new business in 2025 and strong Q4. Diverse new business from capital advisory, investment banking, cat bonds, casualty sidecars, and Lloyd's platforms. Martin's 19% casualty rate increases flowing through to quota share contracts. More diverse growth sources than a year ago.
I'd like to go back to your comments on AI and digital infrastructure. And I guess I'm curious how you think the trends of investment in these areas by your clients could affect the long-term reven...
Show response
All four business CEOs provided detailed examples. South highlighted leading market share in $205B data center construction, Nimbus facility doubling to $2.7B. Klisura noted up to $10B of new premium entering market in 2026. Tomlinson cited workforce planning and global mobility projects. Studer highlighted integrative advisory across existing data centers.
Calendar 2025 Q3
Do you think with the government shutdown and the uncertainty that we might be on this glide path to low to mid-single-digit
Show response
Doyle deflected long-term growth projection. Emphasized Thrive program, reshaping business mix, and track record across cycles. Will guide to 2026 in January.
the company announced its intention to start a wholesale business. Maybe you could spend a minute and talk about what you're thinking about that
Show response
Doyle clarified it's about internalizing E&S access, not building a third-party wholesaler. Reed Davis at McGriff working with London team to capture revenue previously going to third-party wholesalers.
Calendar 2025 Q2
I'm trying to understand the connection there. And then on Career, I think that's probably a little bit more of your more economically sensitive business
Show response
Tomlinson clarified AUM-linked revenue is OCIO only. Wealth challenged by slowing DB pension consulting demand in U.S./U.K. Career down 5% from deferred U.S. HR projects and low voluntary turnover.
Are you seeing anywhere in the system upward pressure on pricing? Or if we would look forward over the next 12 to 18 months
Show response
Doyle noted property and reinsurance softening while excess casualty remains stressed. Criticized missed opportunity in legislation for litigation finance tax reform. Expects long-term rising cost of risk.
Calendar 2025 Q1
Maybe you can provide some additional color on which geographic areas and might it show up inside the risk businesses
Show response
Doyle acknowledged no direct impact yet but flagged indirect risks from slower GDP, investment business volatility, and potential drug cost inflation. Noted change is generally good for consulting.
I'm just curious what your view is as you continue to evaluate the landscape of potential opportunities, how that might square or reconcile with growing antitrust
Show response
Doyle noted unclear where current administration will land on industry M&A. Pipeline remains strong with four small deals in Q1. More likely to continue string of pearls strategy.
Calendar 2024 Q4
I see the $60 million of acquisition retention related costs that go into the adjustments. So, just trying to map out what I should think about
Show response
McGivney clarified $450-500M over three years, mostly retention incentives with a significant seller-funded portion through purchase price adjustment. Q4 included $26M bridge fees.
what are you expecting in terms of restructuring charges in '25
Show response
McGivney confirmed restructuring program complete as of Q4 2024. Going forward, largest noteworthy items will be McGriff-related, with only minor earn-out true-ups otherwise.
TRVThe Travelers Companies, Inc.14 questions · 7 reporting periods · 1 of 14 challenging
Calendar 2026 Q2
do you think that's going to offset the expected efficiency gains?
Show response
Alan addressed cost discipline and operating leverage without quantifying token or implementation costs, and separately downplayed the reported software issue as a system conversion.
do you think you could consider relaxing some of your underwriting standards of price
Show response
Alan rejected the premise outright, saying Travelers competes on franchise value rather than price and that relaxing pricing produces the same book at lower margin.
Calendar 2026 Q1
you have talked about your investment in technology every year for years now, and I am curious how it is affecting the culture of the company
Show response
Alan framed ten years of innovation as 'innovation 1.0' positioning for 2innovation 2.0', emphasizing culture cannot be built overnight. Did not directly address headcount reduction.
related to looking at the Personal Lines results, again, Michael, just balancing profitability with possibly adjusted pricing to drive new business and growth
Show response
Michael Klein pointed to best-in-decade combined ratio as giving flexibility to adjust pricing segmentation and expand eligibility, noting they are doing so from a position of strength.
Calendar 2025 Q4
if you have a view on any regulatory pushback you might be getting on the profit levels in your business
Show response
Alan put personal insurance profitability in perspective by noting the five-year combined ratio is about 98%, below target returns, so Travelers is not over-earning and is simply getting fair pricing for the risk.
Just wondering when the structural shift in the expense ratio might materialize. And maybe know, I was looking at
Show response
Alan said Travelers prioritizes operating leverage over a specific expense ratio target, preferring the flexibility to either let efficiencies fall to the bottom line or reinvest them into new capabilities.
Calendar 2025 Q3
talked about the digital initiative you have going on in business insurance. Talk about some of the stuff going on
Show response
Alan said Travelers is bullish on AI, spending more than $1B annually on tech with a lot focused on AI, and is prioritizing operating leverage rather than committing to an explicit expense ratio target beyond 2026.
what does the Travelers business model look like in terms of top line growth on a consolidated basis
Show response
Alan declined to give forward top-line outlook but said growth remains a priority to meet industry-leading ROE objectives and Travelers has the right value proposition and investments to grow.
Calendar 2025 Q2
you're gonna relax some restrictions by the end of the year? Can you sort of foreshadow what that looks like
Show response
Michael said the relaxation will support both property and auto new business (property actions were a headwind to auto production), and most actions should be completed by year-end 2025.
how much of the select or middle market business has exposure to potential market price competition
Show response
Greg clarified that large-schedule property softness sits in the national property market and would only leak modestly into the top of middle market, with virtually no exposure in select.
Calendar 2025 Q1
Can you talk about what you're doing on the tech spend area? In response to this.
Show response
Dan said routine and necessary tech spend has been held flat while strategic share of the tech budget has grown from ~1/3 to nearly 1/2, all inside a reduced expense ratio and annual tech spend over $1.5B.
has there been any change in your perspectives on what your underlying loss cost trends are across your book?
Show response
Dan said trend behaved as expected and auto PYD was driven by better-than-expected frequency and severity in both physical damage and bodily injury coverage.
Calendar 2024 Q4
I thought maybe we could spend a minute and give us some more granular details on what's going on there
Show response
Alan declined to put numbers on tech investment by category but described broad themes: digitizing the value chain, modernizing the foundation, advanced analytics, automation, plus enterprise-level investments in talent, AI, and third-party data.
you talked about the select retention dropping down a little bit, doing part to some changes in your CMP profile
Show response
Dan said Select non-renewals target geographies where Travelers cannot get adequate price to risk (severe convective storm peril); Travelers believes it has bottomed out on these non-renewals and retention should improve in H2 2025.
HIGHartford (The)13 questions · 7 reporting periods · 3 of 13 challenging
Calendar 2026 Q2
how we should be thinking about growth in the context of just the, you know, the intensity of competition in the market
Show response
Christopher outlined the agency contemporary-product rollout (23 states now, 30 by early 2027) and flagged continued direct-channel headwinds into 2027.
Calendar 2026 Q1
it looks like you had a really strong first quarter in sales. And I generally view that market as being pretty competitive. So maybe you could unpack
Show response
Chris attributed to combination of higher quote activity, improved sales management, national account capabilities being recognized. Returns on new cohort in line with targets. Fish added local-level sales execution investment and technology investments paying off.
how you expect The Hartford to perform beyond just a couple of quarters with the rollout of prevail and how the -- considering how competitive the marketplace is
Show response
Chris emphasized refusing to sacrifice margins for growth. Prevail platform same product for direct and agency. Agency states driving incremental growth. Melinda added agency growing today; direct will take time but AI investments aimed at long-term customer experience.
Calendar 2025 Q4
Do you have any updated perspective on how that business outlook for that business this year and how you're viewing your investments
Show response
Chris confirmed positive trajectory: returning to positive net flows, robust markets, world-class sub-advisors (Wellington, Schroders). 40% ROE business with healthy dividends.
how you think about the margin outlook considering some of the pressures you talked about, especially the short and long-term disability loss trends
Show response
Chris highlighted 16% tangible ROEs, steady/predictable results. Known sales for 1/1/26 up almost 45-50% vs prior year. Fish added investments in capabilities driving traction, three new PFML state programs in 2026 adding meaningful premium.
Calendar 2025 Q3
there's been a lot of growing chatter around increasing price competition. Maybe it's not as relevant in the small market
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Chris gave segment-level pricing: GL high singles, excess/umbrella low double digits, commercial auto ~10%. Moe added market fairly priced especially at smaller end. Pulled back in public D&O, patient on comp, watching London market.
can you give us a sense of how your tech budget looks for the upcoming year? And maybe how you're allocating it to sustaining legacy systems versus new initiatives
Show response
Chris disclosed $1.3B total IT spend with $500M+ invest component. Cloud migration in year 4 of 6. AWS Connect rollout for all call centers by H1 2026. Declined full detail citing proprietary/competitive advantage. Beth clarified run costs are modern platforms, not legacy.
Calendar 2025 Q2
does the 75% represent the final destination? Or is this some sort of -- is there some sort of aspirational target in the background
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Chris explained small business innovation playbook being extended to middle market and Global Specialty. Moe added target of 90% bindability over time as major competitive advantage for speed-driven agents.
it seems appropriate given that you're going to have a year-end review. And maybe it might be appropriate for you to revisit how you want us to
Show response
Chris declined exact guidance but explained core vs net income toggle on ADC recoveries. Suspects nothing dramatically different from past experience. A&E trends continuing with lawyers pursuing higher settlements.
Calendar 2025 Q1
it looks like new business both in small and middle market. Was up nicely in the quarter
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Chris and Moe gave detailed breakdown of retention dynamics in comp vs growth in other lines. Explained diversification enables growth even with comp pressure.
how you're looking at your technology progress and, you know, help us on the outside sort of reconcile what, you know, what's legacy maintenance stuff versus new initiatives that are game-changing
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Chris provided comprehensive overview of platform modernization (Guidewire, SaaS personal lines, cloud migration), data organization, and AI focus on claims/underwriting/operations.
Calendar 2024 Q4
Everyone seems to be still taking A&E reserves and this is like this number goes away. Do you have some perspective like on outstanding claim counts
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Chris noted frequency declining but severity rising as plaintiffs extract larger economics per claim. Acknowledged A&E as continuing issue.
you spoke about the increase in the expense ratio in Personal Lines. I was wondering if you could unpack what's going on there
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Melinda explained 2-point increase driven by marketing spend and higher commissions from new business growth and agency strategy investment.
ALLAllstate12 questions · 6 reporting periods · 0 of 12 challenging
Calendar 2026 Q2
you're running substantially below your 10-year average combined ratio
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Wilson declined to set a target combined ratio, pivoting to the multifaceted transformative-growth approach and current high returns.
give us some perspective on how you're managing the costs and measuring the ROI of all your various initiatives
Show response
Tom Wilson framed AI as a continuation of Allstate's technology and analytics work and said cost is not a barrier to earning good returns.
Calendar 2025 Q4
how you think it might change for you guys in terms of what regulators might ask you to do over the next 24 months
Show response
Wilson deflected specifics, emphasized affordability is a countrywide issue and pointed to tort reform progress rather than predicting regulator behavior.
give us some perspective on the competitive landscape as you see it today. Both in auto and home across the country?
Show response
Wilson directly named Progressive, GEICO, and State Farm as primary auto competitors and discussed the channel strategy across auto, home, and specialty.
Calendar 2025 Q3
You introduced ALLIE. I'm just curious what that looks like when you get to a more complete phase
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Wilson framed ALLIE as a multi-phase initiative currently in design and build, using generative AI today for efficiency and Agentic AI to reimagine customer value.
How is technology going to help you improve your retention?
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Wilson argued technology reduces labor intensity and Merten highlighted SAVE program outreach, EasyPay, telematics, and tailoring coverage to lift retention.
Calendar 2025 Q2
it looks like you have more limit this year versus last year. Maybe you can just walk us through some of the decisions
Show response
Merten detailed the $11B catastrophe reinsurance limit, 10% risk-adjusted cost decrease, and $325M of additional U.S. homeowners aggregate limit, framed as an alternative capital source.
Can you talk a little bit about the frequency trends? And one of the things that seems to be popping up more and more is the embedded technology and accident avoidance technology
Show response
Wilson said the engineering problem for AV is solved but economics lag, with Arity telematics positioned as optionality; Rizzo noted pure premium down nearly 3% YoY on favorable frequency.
Calendar 2025 Q1
Do you anticipate bringing this down below 20%?
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Wilson said expense reduction remains an ongoing initiative leveraging new technology for digitization, and advertising spend will continue where ROI economics support it.
it looks like there could be some material subrogation event for you on the wildfire
Show response
Rizzo flagged California's $15B utility wildfire fund as a subrogation source; Merten detailed the $9.5B per-occurrence reinsurance limit, up from just under $8B.
Calendar 2024 Q4
Can you provide some view of how you are thinking about the ROE going forward and maybe what the board how the board's viewing it
Show response
Wilson said the legacy 14-17% ROE target was from a different company (with life business) and different era (lower rates), and growth, particularly auto units, is now the primary shareholder value unlock.
Can you give us an updated perspective on how you think your pricing is on a competitive positioning basis versus your peer group
Show response
Wilson said exclusive Allstate agents are the best channel for SAVE retention outreach; Rizzo said no agent comp changes planned since renewal commissions already incentivize retention.
CBChubb Limited12 questions · 7 reporting periods · 0 of 12 challenging
Calendar 2026 Q2
bridge the gap on how you think the organization's positioned to continue to generate strong EPS growth.
Show response
Greenberg addressed the reaction to a one-word outlook change, saying he modestly broadened the range of outcomes but still expects potentially double-digit EPS growth given Chubb's diversification.
how you can reconcile for us the rising costs of technology deployment versus the ability to harvest those savings
Show response
Greenberg said the AI token-cost concern applies to tech companies' model development, not general businesses; Chubb's token costs are a minor fraction of the efficiencies gained and measured in hard dollars.
Calendar 2026 Q1
How do you think, broadly speaking, about the new business penalty, the fact that writing new business could be dilutive
Show response
Greenberg dismissed concern, noting 85%+ retention rates and that shedding inadequately priced property business actually protects combined ratio.
how you view this type of technology and its risks to like the cyber insurance market, how you think it might affect contingent business interruption
Show response
Greenberg gave detailed view on AI-enabled vulnerability discovery, noting defense tools are also improving. Only one known instance of AI cyber attack without human involvement so far.
Calendar 2025 Q4
The large brokers are talking about the build-out of this infrastructure as being a big opportunity
Show response
Evan: Chubb writes primary property, builder's risk, marine, liability, professional, surety, plus utility/energy coverage that no major DC can avoid. But cautious on pace, energy, labor, supply headwinds. On invested side, very cautious, second act may be better.
I'm looking -- I've been watching the last several weeks, the yen go down relative to the U.S. dollar
Show response
Evan: assets/liabilities matched so they move together; dollar weakness = tailwind, strength = headwind. Why guidance always says 'cats and FX aside', uncontrollable and doesn't speak to intrinsic business strength.
Calendar 2025 Q3
the overseas general growth stands out as somewhat of a surprise. And so I was looking for some more color on that
Show response
Evan corrected the premise, overseas general is mostly middle-market, small commercial and consumer, not large-account E&S. Diversification protects growth.
just around the expense ratio. If I look at the year-to-date results on the PC consolidated policy acquisition ratio
Show response
Evan: acquisition ratio uptick is purely mix-driven, middle-market, small commercial, and consumer lines run more favorable loss ratios but higher acquisition.
Calendar 2025 Q2
how is it affecting the coverages for casualty and general liability? Is it making it uninsurable
Show response
Evan framed it as public policy issue, cited 7-9% annual cost inflation and 2.5% of GDP, pushed need for tort reform but separated insurance industry role clearly.
Calendar 2025 Q1
when we ask you about technology, we'll get a couple of sentence answer, but it's really hard for us to figure out what's really going on
Show response
Evan acknowledged the push but declined more disclosure. Gave high-level 50/50 split maintenance vs development and noted tech underpins industry-best expense ratio.
The tariffs are an issue, potential for increasing inflationary pressures. You called out the risk of recession
Show response
Evan reaffirmed enduring strategy, middle-market, small commercial, E&S, overseas consumer remain the growth engines regardless of macro volatility.
Calendar 2024 Q4
in your press release, you say you’re growing operating earnings and EPS at a double-digit rate
Show response
Evan gave full regional breakdown: Korea margin expansion, north Asia acceleration, Southeast Asia recovery. Underlying 12-14% income growth.
EGEverest Group12 questions · 6 reporting periods · 2 of 12 challenging
Calendar 2026 Q2
How should we be thinking about PMLs for hurricanes and cat activity in the second half of '26
Show response
Williamson said net PMLs are falling on both gross portfolio actions and Mount Logan expansion, and described the risk profile as more conservative than a year ago.
have you reframe, provide a little bit more detail on what you're seeing on pricing in the various lines of business
Show response
Williamson walked through property cat, property pro rata and long-tail lines and explained the underwriting mechanics behind the outperformance on rate.
Calendar 2025 Q4
what's the final destination if you look forward for the global Wholesale and Specialty business when we think about
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Mark said GW&S expense ratio will start in the 12-13% range and improve as scale and efficiency benefits emerge, settling into a more mature level in 2027.
it feels like when we go into the June renewal season that there could be further pressure on reinsurance pricing
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Jim said rest of 2026 should look similar to 1/1; Florida may trend down slightly more as reforms play through data; return thresholds still met comfortably.
Calendar 2025 Q3
How are you thinking about that business in the '26 period of time, considering what looks to be like a lot
Show response
Jim characterized the market as still very favorable vs 20-teens levels; rejected linking 1/1/26 strategy to the 2025 light year; will pull back from deals that don't meet return thresholds.
the potential risk of spillover into the reinsurance book on your casualty business
Show response
Jim drew a sharp distinction between EG's bottom-quartile historical insurance book and its top-quartile reinsurance cedents, who consistently managed limits, pricing, and alignment.
Calendar 2025 Q2
we're hearing and seeing some pressure on rate there. I understand you're 1-Renewal position on casualty
Show response
Jim acknowledged North America large property is more competitive and EG is flat-to-down selectively; international property and specialty lines continue to offer attractive returns.
we're hearing of pricing -- more pricing pressure than it seems to be that you're conveying
Show response
Jim said non-concurrent terms, lead-market positioning and being away from risk-remote layers insulate Everest from the pricing pressure brokers are citing; fac and retail are more competitive.
Calendar 2025 Q1
how reimbursements from the California wildfire fund might flow through and ultimately come through Everest Financials
Show response
Jim said most wildfire loss is in reinsurance; subrogations would inure to EG's benefit but management takes no credit given long timelines.
trying to reconcile the pricing pressure we're hearing about versus your desire to grow
Show response
Jim traced the pricing history back to 1/1/2023's 50% rate correction and said returns are still well above threshold, especially in international property.
Calendar 2024 Q4
how you plan to manage volatility considering that you're non-renewing all this casualty business
Show response
Jim pointed to outbound reinsurance and PML framework to manage volatility; acknowledged short-tail growth isn't moving the needle on overall group risk.
give us sort of some framework about what your budget looks like for capital management activities?
Show response
Mark cited strong financial position, mid-teens TSR goal, and share price attractiveness; did not commit to a specific payout ratio.
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AJGArthur J. Gallagher & Co.11 questions · 6 reporting periods · 2 of 11 challenging
Calendar 2026 Q2
do you think that we should start modeling in some normalized run rate of share repurchase
Show response
Doug steered toward M&A as the priority use of capital, with buybacks only opportunistic given a strong acquisition pipeline.
curious if you've seen any flow-through in terms of expectations from sellers on exit pricing
Show response
Doug said despite consultants telling sellers multiples have not changed, multiples are in fact coming down while Gallagher maintains pricing discipline.
Calendar 2025 Q4
if I look at the fourth quarter '26 projected pretax income, from Assured Partners at a 194 down from the 201 in the fourth quarter '25. So I was just—I know there's a reason behind it
Show response
Doug acknowledged the $194M vs $201M Q4 discrepancy was a timing item in the static table that will likely be refined in March. The pink columns show full-year estimates, not rollover impact, need to take the delta for Q3 and Q4 when building models.
Calendar 2025 Q3
I'm just curious how you think this is going to play out over the next 2 or 3 years because certainly, it seems like large account property is under a lot of pressure
Show response
Pat described the current cycle as fundamentally different: line-by-line divergence instead of all-lines-up/down. Property soft, casualty still firming, D&O bottoming. Bifurcated by client size too. One storm away from a firming property market.
the $160 million of synergies that's not in these estimates, you can confirm that. Is that -- can you talk about the geography of that
Show response
Doug broke synergies into equal thirds: revenue uplift, workforce efficiencies, and operating expenses. The more exciting number is the $260-280M target by early 2028, leveraging 20 years of standardization, labor arbitrage, and AI deployment.
Calendar 2025 Q2
you mentioned or highlighted that you had to suspend, I think, 11 of the 13 work streams on the integration process
Show response
Pat said only 2-3 of 12-13 work streams were suspended. Senior-level planning continued. Maybe lost 2-3 months out of the 7-8 month delay. Still expects Year 1 accretion.
you alluded to the opportunities that you have to expand margins in all type of organic revenue environments. And I think it's particularly interesting
Show response
Doug cited AI projects, 15,000 service center associates enabling standardization, and presentation layer tools for producers. Promised more detail at September IR Day.
Calendar 2025 Q1
talked about the bifurcation of renewal pricing in the small to mid accounts, which was you defined as less than $100,000, and then the mid to large
Show response
Pat explained large accounts have negotiating power and better risk management. Doug added pricing is linear: <$10K up mid-5s, $10-25K mid-4s, $25-100K up 3.5-4%.
you were pretty forthcoming with details about how you expected margin improvement to materialize and retention and organic revenue growth to develop
Show response
Pat said AP view has strengthened: turnover better than AJG by 0.5-1pt even post-bonus. Minimal producer departures. People excited to combine. Board reviewed favorably.
Calendar 2024 Q4
given the profitability we're seeing in the industry, I would have imagined that supplementals and contingents would be up
Show response
Doug attributed $7M shortfall to slightly higher loss ratios across hundreds of contracts plus three Canadian programs with poor results. Not systemic.
Given the substantial potential loss to the insured market, I'm curious if you could give us some perspective of how it might touch your operations
Show response
Pat described active client outreach, hundreds of claims being tracked, and confirmed no employee fatalities or significant home losses among Gallagher staff.
KMPRKemper Corporation10 questions · 4 reporting periods · 1 of 10 challenging
Calendar 2026 Q2
how you're changing the pricing and the underwriting backbone of the company to give better results
Show response
Management gave specifics: claims realigned under one P&C leader, ~5.5% CA rate earning in, another 6.9% filed, plus non-rate and expense actions. Direct.
I just wanted to touch on the goodwill charge. Just if you can walk us through the mechanics of that
Show response
CFO explained the trigger (share price down ~50% YoY), the $460M charge, ~$570M remaining goodwill, and that further impairment depends on price and operating results. Direct.
Calendar 2026 Q1
I'm just curious how they're responding, how your agent relationships are working when there's some volatility around how you're pricing business
Show response
President described long-tenured agent relationships, new portal investments, and BVP product launches as positive signals. Queue of agencies wanting appointments demonstrates distribution health.
it just doesn't seem like it's enough to get you down to the threshold of what your return targets look like
Show response
President of Kemper Auto explained 6.9% aggregate masks 50-point BI-specific rate. Additional filing already out with CDI plus subsequent filing planned. Total of 4 filings expected effective this year.
there's the Specialty Auto business and then the Commercial Auto business. Is it oftentimes the same agent
Show response
President explained commercial auto is a draft strategy off personal lines with significant agent overlap. Same customer base (individual = PPA, their small business = commercial).
Calendar 2025 Q1
I'm just curious, given that the underlying results are in line with your expectations, how are you viewing your competitive positioning on a price perspective?
Show response
CEO provided comprehensive view tying Manheim index to total loss trend, clarifying tariffs are within normal loss cost trend. Reiterated combined ratio will migrate to 93.5-94.5% range.
I wanted to, for the first question, focus on your commentary about market conditions in Florida, Texas and then in California, where you say hard market conditions still persist
Show response
CEO gave detailed state-by-state breakdown: California growth will temper slightly but stay double-digit, Florida and Texas moving to high single-digit PIF growth. Comprehensive answer.
Calendar 2024 Q4
now that profitability has been restored, is there going to be a return to seasonality and sort of the underlying loss ratios
Show response
Management acknowledged combined ratio will gradually migrate toward 93-95% long-term range over 4-6 quarters, with hard market duration slowing the migration.
I'm curious about the consequences of the fire in California on other lines of business, particularly auto
Show response
Management directly addressed that wildfires have no meaningful financial impact on Kemper's auto business, noting their customers don't live in affected areas and lack homeowners exposure.
How should we think about shar repurchase in 2025 as you balance that versus the growth opportunities?
Show response
Management prioritized organic growth over buybacks, with $133M remaining authorization used opportunistically. Clear focus on deploying capital into profitable PIF growth.
CINFCincinnati Financial9 questions · 5 reporting periods · 0 of 9 challenging
Calendar 2026 Q2
Maybe you can frame how you're thinking about the top line for that business going forward, considering the pressures
Show response
Spray framed the slowdown as expected after doubling personal lines over four years and reiterated a profit-first posture with room for margin improvement.
You also say a higher level of insured exposures. I wanted you to comment on that.
Show response
Spray split the 3% between rate and exposure and explained Cincinnati Re's opportunistic 16% growth versus Global's pressured 1%.
Calendar 2025 Q4
you mentioned in an earlier response that you expect commercial auto pricing
Show response
Spray gave the specific mid-single-digit auto rate and emphasized CINF's package-writer profile with minimal long-haul trucking exposure keeps auto book predictable.
Calendar 2025 Q3
the first question is just on the new business trends
Show response
Spray reframed the decel against 2024's once-in-a-generation personal lines hard market comp and said underwriters are not giving up profit for top-line growth.
Calendar 2025 Q2
where as this reset continues, where it's going to -- where the final resting spot is
Show response
Spray declined to give a specific endpoint but pointed to model recalibration, aggregation reassessment, and continued support for California agents/policyholders.
What's your net -- can you remind me what your net retention is
Show response
Spray confirmed all-perils $300M retention and that the new $300M x $1.5B layer was placed via traditional reinsurance at 43% fill, not cat bond.
Calendar 2024 Q4
the gross loss might be or what you're pegging for using for your gross loss number
Show response
Spray declined to disclose gross loss given still-active catastrophe, stuck to net range of $450-525M.
just to growing sense that the pricing cycle's kind of peaked
Show response
Spray said commercial property, GL, and auto remained high single-digit, work comp mid single-digit down, with pricing sophistication segmenting the book policy-by-policy.
Can you can you talk about what your perspective is of that market looking forward
Show response
Spray highlighted that 77% of California homeowner premium is already on non-admitted basis, noted California is challenging, and said lessons-learned from wildfires will take longer to formulate into strategy changes.
BROBrown & Brown8 questions · 5 reporting periods · 1 of 8 challenging
Calendar 2026 Q2
Can you walk us through the accounting on contingents? And this is where I’m going with it.
Show response
Split the answer into retail versus specialty mechanics and explained program-by-program calculation, addressing the multi-year lag directly.
There’s a lot of rhetoric in the marketplace around price competition, especially coming from MGAs.
Show response
CEO conceded the competitive pressure directly rather than deflecting, then anchored to the 2% to 4% second-half programs organic range.
Calendar 2025 Q4
have you changed your strategy about retaining your producers? And more importantly, can you talk about -- and I know you're not going to talk about ongoing litigation, but can you talk about, gene...
Show response
Powell confirmed no changes to compensation strategy. Outlined standard nonpiracy, nonsolicitation agreements (2-year customer/teammate periods) and perpetual IP protections.
Calendar 2025 Q2
I'm wondering if you have any visibility on how the timing of those costs and synergies might be realized over the next couple of years?
Show response
Powell confirmed synergy timeline unchanged and expressed strong impression of talent at both Risk Strategies and 180, with growth profile similar to BRO.
Can you just spend a second and talk about the $750 million set aside that happened and talk about your perspective and the due diligence
Show response
Powell acknowledged the set aside for discontinued operations in runoff, emphasizing the activities are no longer conducted.
Calendar 2025 Q1
you seem to indicate that you're getting a little bit heavier weighting from rate increases versus economic versus the traditional averages
Show response
Powell explained the organic growth driver mix is reverting to the historical 2/3 exposure units and 1/3 rate, as CAT property rates normalize.
can you talk about the outlook for the flood business, the federal government -- the federal government program and FEMA
Show response
Powell expressed confidence in program continuity but noted likelihood of longer-term reauthorization is low in near term. BRO writes about 1/3 of all flood premiums.
Calendar 2024 Q4
if you could give us some perspective on to some of the drivers there? And how your outlook is for '25 on net new business
Show response
Powell gave a comprehensive answer highlighting record new business, expanded capabilities, and collaborative cross-selling as key drivers.
WTWWillis Towers Watson8 questions · 4 reporting periods · 2 of 8 challenging
Calendar 2026 Q2
I just want to keep on the expense side because that ripples through free cash flow.
Show response
Andrew Krasner confirmed the analyst's framing that free cash flow steps up commensurate with margin expansion once Propel costs subside.
trying to understand how the expenses are going to flow through the income statement over the next couple of years?
Show response
Andrew Krasner gave the phasing, confirmed costs run through GAAP but are adjusted out of non-GAAP, and committed to quarterly progress reporting.
Calendar 2025 Q3
how much of the third quarter result reflected sort of unusual wins that won't recur or come at it a different way. You mentioned project-based placements. Were those unusual relative to other quar...
Show response
Carl and Lucy both responded. Lucy clarified that project-based placements are a normal part of specialty business growth, combining recurring and one-off work. Noted meaningful contributions from construction, M&A, surety and credit risk solutions. Specialty strategy continues to drive growth.
Should we be worried that if we go from mid-single digit to high single digit, just to mid-single digit, that there might be some pressure on your ability to generate that 100 basis points of margi...
Show response
Andrew confirmed commitment unchanged, noting technology investments and process improvements provide tools and levers to deliver margin expansion regardless of top-line trajectory.
Calendar 2025 Q1
you talked about the some some headwinds from tariffs and potential economic volatility on the career business
Show response
Carl, Andrew, and Julie provided comprehensive segment-by-segment detail. Julie confirmed health high single-digit, wealth low single-digit, career widened to low-to-mid single-digit. HWC mid-single-digit maintained.
give us some additional detail on how you're thinking about organic revenue growth in the risk of broking business for the year
Show response
Carl and Lucy confirmed mid-to-high single-digit R&B outlook. Lucy noted broking business is generally resilient in uncertain environments and increasing demand for trade credit and political risk.
Calendar 2024 Q4
I'll focus on free cash flow. It seems like there's going to be some moving pieces in 2025
Show response
Andrew provided detailed normalized FCF margin of 18.4%, quantified headwinds from transformation ($90M) and Willis Re earnout taxes ($90M). Very thorough.
Could you provide us some perspective on the geography, of where these are going to show up inside your reported financials
Show response
Andrew confirmed reinsurance JV sits below operating margins, FX Q1 headwind ~$0.08 of the $0.18 full-year impact.
PGRProgressive Corporation6 questions · 4 reporting periods · 0 of 6 challenging
Calendar 2026 Q1
I just want to pull out the growth in your TNC business, which seems to be positive in commercial auto
Show response
Quigg noted no current TNC cannibalization from Waymo given limited geographies and fleet size. Seasonal demand variability favors human-driven TNCs. Griffith emphasized Commercial Lines diversification as strategic hedge.
Calendar 2025 Q3
what does Personal Auto product 9.0 mean versus product 8.9 and is the difference that material?
Show response
Pat Callahan said 8.9 added Progressive vehicle protection (mechanical breakdown) and 9.0 introduces embedded renters plus new segmentation, positioning renters as a gateway into the property space.
what's your view on this technology, emerging technology?
Show response
Tricia said Waymo deployment in Austin has not meaningfully muted TNC miles and Progressive's three-horizon framework and runway model continue to support growth runway despite frequency declines.
Calendar 2025 Q2
I'm sure you're using some technology to improve those costs relative to earned premium. Can you talk about what kind of leverage you have for further improvement in LAE
Show response
Tricia highlighted the 0.3pt NAER expense ratio improvement this quarter and said technology, process and people changes continue to drive expense ratio reductions across the board.
I'm curious if price decreases can also be disruptive to retention, triggering shopping.
Show response
Tricia said decreases typically lift new business growth more than they trigger churn, though policy reviews add noise by resetting the PLE clock.
Calendar 2025 Q1
maybe you can give us some perspective on where you are with new money yields and book yields
Show response
Jon Bauer said Progressive targets total return not book yield, stayed defensively positioned with cash and treasuries coming into 2025 and is patient for opportunities.
VRSKVerisk5 questions · 5 reporting periods · 1 of 5 challenging
Calendar 2026 Q2
Are you seeing any shift among your customers and attitudes towards LLM access?
Show response
Shavel addressed both parts, pointing to long-standing data and AI governance policies and the no-training contractual protection on the Claude connectors.
Calendar 2025 Q4
I am curious about the feedback they are providing you on the annual
Show response
Lee Shavel cited Core Lines Reimagine value delivery and PES ecosystem expansion as supporting strong renewals. Elizabeth Mann noted pricing may be modestly coming down from historically very strong levels.
Calendar 2025 Q3
is there any step change in your conversion rate of free cash flow on an annual basis? And if so, what are the driving factors on that?
Show response
Elizabeth Mann attributed FCF strength to cash tax benefits, better collections from ERP implementation, and noted normalized FCF growth is roughly in line with EBITDA growth.
Calendar 2025 Q2
you said the leverage is going to go to the upper end of the range and then you're going to delever and, at the same time, buy stock back. So just wondering how the mechanics of that work
Show response
Elizabeth Mann explained the financing mix allows flexible paydown, share repurchases will continue at a lower rate, with delevering to mid-range targeted by year-end 2026.
Calendar 2025 Q1
a lot of your customers are operating on legacy platforms that are funky and outdated to say the least. Maybe you could just give us some color on how challenging it is to deploy your solutions
Show response
Lee Shavel explained Verisk works with carriers' vendors to integrate, and its role as ecosystem connector (claims platform, underwriting, Synergy Studio) reduces the integration burden on individual carriers.
MCYMercury General Corporation3 questions · 1 reporting period · 0 of 3 challenging
Calendar 2024 Q4
can you talk about just the frequency and severity trends in your auto and how it sets up for this year's expectations
Show response
Jeff Schroeder provided specific frequency and severity data: frequency declining/flat, severity low-to-mid single digits for PD/collision and mid-teens for BI. Direct and data-rich.
Can you talk about how you view your premiums to capital ratio? Is there any wiggle room
Show response
Management acknowledged ratio will rise to high 2s/low 3s but expressed confidence that core underlying earnings will rebuild surplus. Direct and substantive response.
how you think about the efforts to recover your reinsurance pricing in your homeowners rate going forward
Show response
Jeff Schroeder confirmed 12% CA homeowners rate increase effective March 2025. Reinsurance renewal July 1, costs expected to increase at least moderately. Direct response with specifics.
EVEREverQuote, Inc.2 questions · 1 reporting period · 0 of 2 challenging
Calendar 2026 Q2
how we on the outside can reconcile all of these initiatives, which cost money
Show response
CFO: H1 OpEx roughly flat as guided; Q3 steps up ~$1-1.25M with ~$0.5M more in Q4, all planned. CEO added efficiency from automation; EBITDA margins still expected to rise ~100bps this year.
are you seeing any more opportunities for -- are they willing to pay you more for helping them to grow?
Show response
CEO: higher carrier willingness to pay this year, lifting marketplace pricing, plus greater openness to test new products like Smart Campaigns and share the data and integrations previously withheld.
Challenge rate by company
Every company this analyst questioned, most questions first. A company-level rate is shown from 3 questions; below that it is withheld.
| Company | Questions | Challenge rate |
|---|---|---|
| MRSH Marsh & McLennan Companies, Inc. | 14 | 21%3 of 14 questions |
| TRV The Travelers Companies, Inc. | 14 | 7%1 of 14 questions |
| HIG Hartford (The) | 13 | 23%3 of 13 questions |
| ALL Allstate | 12 | 0%none of 12 questions |
| CB Chubb Limited | 12 | 0%none of 12 questions |
| EG Everest Group | 12 | 17%2 of 12 questions |
| AJG Arthur J. Gallagher & Co. | 11 | 18%2 of 11 questions |
| KMPR Kemper Corporation | 10 | 10%1 of 10 questions |
| CINF Cincinnati Financial | 9 | 0%none of 9 questions |
| BRO Brown & Brown | 8 | 13%1 of 8 questions |
- MRSHMarsh & McLennan Companies, Inc. · 14 questions21%3 of 14 questions
- TRVThe Travelers Companies, Inc. · 14 questions7%1 of 14 questions
- HIGHartford (The) · 13 questions23%3 of 13 questions
- ALLAllstate · 12 questions0%none of 12 questions
- CBChubb Limited · 12 questions0%none of 12 questions
- EGEverest Group · 12 questions17%2 of 12 questions
- AJGArthur J. Gallagher & Co. · 11 questions18%2 of 11 questions
- KMPRKemper Corporation · 10 questions10%1 of 10 questions
- CINFCincinnati Financial · 9 questions0%none of 9 questions
- BROBrown & Brown · 8 questions13%1 of 8 questions
Activity by reporting period
Questions recorded for each calendar quarter that companies’ reporting periods map to (not the call date), with the challenge rate for that period. Periods inside the range with no questions are shown as “No questions recorded”.
| Calendar period | Questions | Challenge rate | Companies |
|---|---|---|---|
| 2024 Q4 | 25 | 8%2 of 25 questions | 12 |
| 2025 Q1 | 22 | 5%1 of 22 questions | 12 |
| 2025 Q2 | 20 | 15%3 of 20 questions | 11 |
| 2025 Q3 | 20 | 20%4 of 20 questions | 11 |
| 2025 Q4 | 16 | 13%2 of 16 questions | 10 |
| 2026 Q1 | 12 | 17%2 of 12 questions | 6 |
| 2026 Q2 | 24 | 8%2 of 24 questions | 13 |
- 2024 Q425 questions · challenge rate 8% (2 of 25 questions) · 12 companies
- 2025 Q122 questions · challenge rate 5% (1 of 22 questions) · 12 companies
- 2025 Q220 questions · challenge rate 15% (3 of 20 questions) · 11 companies
- 2025 Q320 questions · challenge rate 20% (4 of 20 questions) · 11 companies
- 2025 Q416 questions · challenge rate 13% (2 of 16 questions) · 10 companies
- 2026 Q112 questions · challenge rate 17% (2 of 12 questions) · 6 companies
- 2026 Q224 questions · challenge rate 8% (2 of 24 questions) · 13 companies
Topics
Topics tagged on this analyst’s questions.
- Competitive Dynamics38
- Margin35
- Pricing35
- Revenue Growth24
- Innovation & R&D20
- Capital Allocation19
- Cost Pressure19
- Regulation Policy16
- M&A12
- Demand12
Show all 20 topics
- Cloud & AI11
- Capex Investment10
- Macroeconomic8
- Geographic Expansion5
- Guidance Reliability4
- Trade Tariffs4
- Credit3
- Subscriber Growth2
- Fx2
- Product Launch1