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Analyst

Faiza Alwy

Deutsche Bank · covers Real Estate, Industrials, Financial Services, Technology

Period: Reporting periods mapped to calendar 2024 Q3 – 2026 Q3 (9 quarters).

Questions
91on tracked calls
Challenge rate
8%7 of 91 questions
Companies
12questioned at least once
Reporting periods
9with 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 91 of 91 questions from 12 companies

FICOFair Isaac16 questions · 8 reporting periods · 1 of 16 challenging
FICO company page →

Calendar 2026 Q2

I just wanted to ask about the revenue guidance raise because it seems like it was pretty significant

Guidance ReliabilityRevenue GrowthTranscript · FY2026 Q3 →
Show response

Attributed the raise to the DLP revenue deferral not occurring plus a mortgage market better than the original guide assumed.

with 10T sort of in the picture now, how are you thinking things will evolve? Are you anticipating a separate pilot

Product LaunchCompetitive DynamicsTranscript · FY2026 Q3 →
Show response

Acknowledged a likely three-score shopping market and said retiring Classic is hard to imagine anytime soon.

would you charge extra? Would 10T be an additional price or would you— offer it for free alongside FICO Classic?

PricingProduct LaunchTranscript · FY2026 Q3 →
Show response

Described the current bundle and hinted at a revenue jump if unbundled, but said no final pricing decisions have been made.

Calendar 2026 Q1

give us some context in terms of what you're seeing there? Are you seeing higher [indiscernible] and I have noticed that you alluded to growth or maybe focusing outside of financial services

Show response

Lansing said growth is primarily financial services driven through successful land-and-expand, with customers discovering the platform's power and adding use cases after initial adoption.

I wanted to ask about the very strong growth that you saw in mortgage revenue this quarter, up 127%

Show response

Weber attributed the 127% growth primarily to the new rack rate plus decent volume growth from a period of lower interest rates, better than expected when guidance was set.

Calendar 2025 Q4

we saw a nice acceleration this quarter relative to what we've been seeing. And I'm just curious, is that -- are you just benefiting from maybe higher refi activity?

Show response

Lansing attributed mortgage revenue acceleration to a combination of pricing, value capture, and refi volume growth.

do we need like an LLPA grid for 10T? Or do you think the conforming market could accept the 10T without that grid being out?

Regulation PolicyProduct LaunchTranscript · FY2026 Q1 →
Show response

Lansing noted 10T is architecturally similar to Classic (same attributes, similar weighting) versus VantageScore's different architecture, so grid adjustments should be simpler.

Calendar 2025 Q3

what type of feedback you've gotten from lenders on the 2 pricing models that you have? And if there's any hesitation around going via the resellers and essentially going direct

PricingCompetitive DynamicsTranscript · FY2025 Q4 →
Show response

Lansing reported positive lender reception, minimal operational complexity, and confidence that the mix between per-score and performance models will work for FICO.

Calendar 2025 Q2

how has the feedback been on the next-generation launch of the Platform. And how do you expect sort of bookings to trend from here

Show response

Lansing acknowledged growth isn't at prior 40-quarter pace but expressed hope for 20%+ platform growth, citing strong bookings visibility.

the auto, B2B origination revenue, which saw a nice acceleration from last quarter. And I'm curious if there was -- if you saw higher volumes, maybe it was customer mix

Show response

Weber attributed auto acceleration primarily to pricing with some volume contribution, no significant customer mix shift.

Calendar 2025 Q1

It looks like there was a pretty substantial increase in the non-origination of B2B Scores revenue. And I'm curious if there was something specific that you can point to there

Revenue GrowthDemandTranscript · FY2025 Q2 →
Show response

Weber cited a combination of license sales, international markets, and prescreen growth rather than any single driver.

there's obviously been a lot of shifts postelection, and you've had some of these new regulators settled into their new roles. So curious how you're thinking about the evolving situation

Show response

Lansing described the regulatory environment as favorable, noting ongoing conversations with regulators with no material changes.

Calendar 2024 Q4

what you're expecting in terms of volume across the verticals for this year? Sort of what's embedded in the guide

DemandMacroeconomicTranscript · FY2025 Q1 →
Show response

Lansing declined to forecast rates but confirmed guidance assumes minimal rate declines, with upside if rates fall in H2.

your confidence in accelerating platform ARR back to 30%, can you give us a bit more color on what's driving that confidence?

ChallengingCloud & AIDemandTranscript · FY2025 Q1 →
Show response

Lansing pointed to direct flow-through from recent strong bookings quarters, with Weber adding visibility into go-live timing.

Calendar 2024 Q3

are you expecting mortgage volumes to recover in 2025. We are seeing rates a little bit higher

DemandMacroeconomicTranscript · FY2024 Q4 →
Show response

Lansing acknowledged eventual mortgage recovery but declined to forecast timing, noting conservative guidance assumptions.

if you have been thinking about that as a potential revenue opportunity going forward

PricingRevenue GrowthTranscript · FY2024 Q4 →
Show response

Lansing acknowledged downstream users don't pay but emphasized caution about market disruption, saying changes are studied but must be carefully considered.

WMWaste Management13 questions · 6 reporting periods · 3 of 13 challenging
WM company page →

Calendar 2026 Q2

you said that you're anticipating $175 million of fuel -- higher fuel surcharge revenues

ChallengingGuidance ReliabilityCost PressureTranscript · FY2026 Q2 →
Show response

Reed confirmed the figure and explained it assumes diesel normalization after Q3, giving the basis for the assumption rather than defending it as conservative.

Okay. And then the positive -- it sounds like there's a positive $25 million delta.

ChallengingGuidance ReliabilityRevenue GrowthTranscript · FY2026 Q2 →
Show response

Reed first said he was not sure what she was referring to, then reconciled it as $75 million net on C&D plus about $75 million from sustainability volumes.

do you think it's related to just the higher fuel surcharges? And like if you could give us a bit more context

DemandCompetitive DynamicsTranscript · FY2026 Q2 →
Show response

Fish rejected the price-elasticity explanation and located the weakness in commercial national accounts, noting industrial had been negative for 5 consecutive quarters before turning.

Calendar 2026 Q1

what you're seeing from a recycling commodity pricing perspective, just given higher oil prices

PricingMacroeconomicTranscript · FY2026 Q1 →
Show response

Hemmer noted March exited at $69/ton vs $70 guide. 80% of commodities stay domestic. Tracking Middle East freight disruptions but no demand concerns.

Could you frame for us how much of the improvement that you're seeing on the industrial volume side is kind of related to the cross-selling benefits

Show response

Fish could not break down cross-selling contribution by line of business but confirmed $27M annualized EBITDA benefit overall from cross-selling.

Calendar 2025 Q4

I thought they came in a little bit light relative to what we've seen

DemandMacroeconomicTranscript · FY2025 Q4 →
Show response

Jim attributed Q4 volume softness to December weather, impacting MSW and industrial most. EBITDA line unaffected as costs flexed. John noted residential finished at 20%+ EBITDA margin in Q4 despite negative volume. 50bp wildfire headwind built into 2026 volume guide.

I was hoping there are a few moving pieces, in particular, with the wildfires and also, I guess, the roll-in of the sustainability projects

MarginGuidance ReliabilityTranscript · FY2025 Q4 →
Show response

David outlined 30bp margin expansion (50bp adjusted): C&D is biggest contributor from pricing and operational excellence; business mix improvement from landfill growth vs resi shedding; 30bp collectively from sustainability; Healthcare Solutions additive. EBITDA cadence 47/53 first/second half, in line with historical.

Calendar 2025 Q3

You mentioned lower maintenance, lower risk management costs. So how much more runway do you think you have in this

MarginCost PressureTranscript · FY2025 Q3 →
Show response

John confirmed continued runway from 63%+ range a few years ago to below 60% now. Jim noted further gains require doing things differently, using technology and AI to replace labor that leaves, not just running faster.

It seems like you're talking about success around cross-selling, but at the same time, you're also talking about higher churn on the health care side

ChallengingM&ACompetitive DynamicsTranscript · FY2025 Q3 →
Show response

Rafa explained hospital churn related to customers most frustrated by ERP implementation in late 2023-early 2024. Cross-sell success broad across all channels. Jim emphasized Stericycle's network is unsurpassed and churn is not extraordinary.

Calendar 2025 Q2

if you could perhaps update us on what you're expecting for EBITDA -- EBITDA contribution from Stericycle specifically this year

M&AGuidance ReliabilityTranscript · FY2025 Q2 →
Show response

Devina identified only $25M EBITDA reduction in recycling ($15M commodity, $10M costs). All other segments at or above expectations, with synergies rising from $90M midpoint to $100M high end.

Does that sort of suggest stronger margin growth in the back half than I would have thought

Show response

Devina detailed Q2 C&D margin: 40bp efficiency/price-cost, 70bp mix/landfill volumes, less 30bp fuel credit headwind = 80bp net. H2 moderation expected on mix normalization.

Calendar 2024 Q4

how much of the 7% increase in EBITDA out of $500 million is related to the sustainability project

Capex InvestmentRevenue GrowthTranscript · FY2024 Q4 →
Show response

Tara explained the $40M gap between $190M total and $150M segment-reported is due to royalties and fees flowing to C&D.

could help us with some of the quarterly cadence as it relates to various items

Guidance ReliabilityM&ATranscript · FY2024 Q4 →
Show response

Devina provided clear quarterly phasing, C&D tougher comps in H1, Stericycle synergies ramp H2, recycling commodity pressure in H1.

EFXEquifax11 questions · 6 reporting periods · 0 of 11 challenging
EFX company page →

Calendar 2026 Q2

I'm curious sort of is that sustainable? What's driving that growth?

Revenue GrowthDemandLabor MarketTranscript · FY2026 Q2 →
Show response

Management credited VOE and education/incarceration penetration but cautioned the outperformance may not persist at this rate.

Calendar 2026 Q1

First, I just wanted to clarify on the government business.

Cloud & AIInnovation & R&DRegulation PolicyTranscript · FY2026 Q1 →
Show response

Management addressed the question directly with specific data points.

Got it. And then just to put a finer point on the year.

Show response

Management addressed the question directly with specific data points.

Calendar 2025 Q4

Yes, thank you. I wanted to follow-up on the government vertical.

PricingRegulation PolicyRevenue GrowthTranscript · FY2025 Q4 →
Show response

Management addressed the question directly with specific data points.

Great. Thank you. And then just to follow-up on the on mortgage, and correct me if I'm wrong, I think you're guiding mor

Cloud & AICompetitive DynamicsCreditTranscript · FY2025 Q4 →
Show response

Management addressed the question directly with specific data points.

Calendar 2025 Q3

Mark, I wanted to ask about a significant push that the MBA seems to be making around a shift away from the tri-merge re

Cloud & AIInnovation & R&DPricingTranscript · FY2025 Q3 →
Show response

Management addressed the question directly with specific data points.

All right. Understood. And then just to follow up on Government.

Competitive DynamicsProduct LaunchRegulation PolicyTranscript · FY2025 Q3 →
Show response

Management addressed the question directly with specific data points.

Calendar 2025 Q2

Alright. Understood. And then wanted to follow-up on on the talent business.

Guidance ReliabilityLabor MarketTrade TariffsTranscript · FY2025 Q2 →
Show response

Management addressed the question directly with specific data points.

Yes. Hi. Thank you. John, just to follow-up on those litigation costs, can you give us a bit more color on on what's goi

Show response

Management addressed the question directly with specific data points.

Calendar 2024 Q4

Got it. Thank you. And then just as a follow-up, apologies if I missed this, but any thoughts on TWN inquiries for '25 a

Show response

Management addressed the question directly with specific data points.

Yes. Hi. Thank you. So I wanted to follow up on the pre-qual products and the soft pulls.

Cloud & AICreditInnovation & R&DTranscript · FY2024 Q4 →
Show response

Management addressed the question directly with specific data points.

ITGartner10 questions · 6 reporting periods · 0 of 10 challenging
IT company page →

Calendar 2026 Q2

I wanted to ask about how your thoughts have evolved around the role of macro and AI kind of impacting your business?

MacroeconomicCloud & AITranscript · FY2026 Q2 →
Show response

Gene Hall said the Q2 selling environment improved with many factors modestly better, and framed AI as the single biggest driver of client demand.

Calendar 2026 Q1

I'm curious if you're reevaluating any pricing strategies, maybe just thinking about the overall price point

PricingCompetitive DynamicsTranscript · FY2026 Q1 →
Show response

Gene said pricing feedback is positive. Multiple service tiers offer options for price-sensitive clients. Craig noted they target top of org chart where price sensitivity is low. Individual subscriptions are a very small part of functional budgets.

Did you see slowing sort of across the board? Or if there was any differentiation regionally

MacroeconomicGeographic ExpansionTranscript · FY2026 Q1 →
Show response

Gene said slowdown was broad-based but worse in airlines/transportation than financial institutions, and worse in directly impacted geographies like Gulf Cooperation Council countries than less impacted areas like the US.

Calendar 2025 Q4

I'm curious if you expect sort of that quarterly phasing to be similar to what we have seen historically

Revenue GrowthGuidance ReliabilityTranscript · FY2025 Q4 →
Show response

Craig confirmed renewal phasing consistent with historical patterns, slightly overweighted in Q1/Q4. NCVI build should track historical trends. Revenue guide most sensitive to ending 2025 CV and NCVI phasing. Transformation impact more in H2 than H1.

Calendar 2025 Q3

I'm curious if you think that's just a function of the macro environment? Or is it more a function of if you're selling differently

DemandCompetitive DynamicsTranscript · FY2025 Q3 →
Show response

Gene attributed improvement to both operational adaptations (research pace, quantity, sales training) and less tariff uncertainty in certain geographies enabling client decisions.

curious if you can talk a bit more about that and sort of how sustainable that is and how you're sort of balancing investments versus cost optimization

MarginCost PressureTranscript · FY2025 Q3 →
Show response

Craig said expense management is focused on permanent savings and exit run rate for 2026, not one-time cuts. Driving productivity, automation, and lower-cost geographies while investing in areas that catalyze CV growth.

Calendar 2025 Q1

How are you viewing the opportunity to buy back stock? And could we expect a more elevated level of share repurchases this year

Capital AllocationTranscript · FY2025 Q1 →
Show response

Craig highlighted $2.1B cash, ~$800M expected FCF this year, $1B+ annually. Focused on optimizing long-term returns, not short-term timing.

how have you seen that play out historically? Because I would think that, as you mentioned in your script, like these clients can certainly benefit

Trade TariffsDemandTranscript · FY2025 Q1 →
Show response

Gene described a historical pattern: shock of uncertainty causes slowdown, then clients recognize they still need help with cybersecurity, AI, cost optimization and resume buying.

Calendar 2024 Q4

give us a bit more color about how you're tactically approaching the public sector just in light of the dynamic environment there

Regulation PolicyDemandTranscript · FY2024 Q4 →
Show response

Gene emphasized diversification across 74 countries and federal/state/local levels. Positioned as essential service for government technology needs.

is that across the board? Is that -- were you talking specifically about tech lenders or GTS or is it across the board

Show response

Craig clarified Q1 has slightly higher-than-average renewals combined with seasonally lowest new business quarter.

CTASCintas8 questions · 5 reporting periods · 1 of 8 challenging
CTAS company page →

Calendar 2026 Q3

I wanted to ask about the labor environment. I think you talked about improving retention

Labor MarketMacroeconomicTranscript · FY2027 Q1 →
Show response

Todd said employee-partner retention is at record levels; tightness in construction and transportation reflects their unique circumstances and is not affecting Cintas.

I did just want to ask about the Unifers transaction and whether you've kind of responded to the FTC

ChallengingM&ARegulation PolicyTranscript · FY2027 Q1 →
Show response

Todd declined to comment further on UniFirst to avoid speculation, reiterating only confidence in closing in the back half of calendar 2026.

Calendar 2026 Q1

I'm curious if you're doing anything differently kind of in terms of managing the business or in the timing of investments, things like that up until the acquisition

Show response

No change in business approach pre-close. Q4 attractive incrementals reflect normal planning and timing, not strategic pull-back. Continuing to invest for long term as normal.

I wanted to see if you've gotten any feedback from any of your larger customers around the announced acquisition of UniFirst

M&ACompetitive DynamicsTranscript · FY2026 Q3 →
Show response

Good customer response. Customers see benefits in better technology, infrastructure, and speed of delivery. National accounts are hunting licenses, locations decide independently. No dissynergies expected beyond one-time costs.

Calendar 2025 Q4

is there any recent initiatives you'd like to talk about? And maybe the return on those types of investments, whether it's AI related or anything else you would want to highlight

Cloud & AIInnovation & R&DTranscript · FY2026 Q2 →
Show response

Technology benefits showing in material costs, production, and delivery. SmartTruck, garment utilization from single SAP system. AI in early stages but organizing and investing appropriately.

Calendar 2025 Q3

it sounded like even in the fourth quarter of last year because you talked about sequential margins being similar, give us a bit more color on the timing

Show response

Not expecting a margin pop after a specific timing. Will continue to get leverage over time. 56.8% First Aid gross margin is very attractive. Mix has been favorable with more recurring revenue products.

as you're making these investments sort of how your outlook for top line growth here has maybe changed or evolved

Show response

Low double-digit growth expected forward for First Aid. Investing smartly for long-term positioning while increasing operating margins simultaneously.

Calendar 2024 Q4

I'm curious if you're seeing more difficulty in taking pricing across the board, or is it more specific products, categories, verticals

PricingCompetitive DynamicsTranscript · FY2025 Q2 →
Show response

Pricing pressure described as broad-based rather than vertical-specific, driven by lower inflation. Team finding efficiencies to grow margins despite this.

FDSFactSet7 questions · 7 reporting periods · 1 of 7 challenging
FDS company page →

Calendar 2026 Q3

did you have some pull forward of contracts in 2026? Or just any other commentary there would be helpful.

ChallengingRevenue GrowthGuidance ReliabilityTranscript · FY2026 Q4 →
Show response

Denied any pull-forward, attributing the strong Q4 to execution and noting the naturally second-half-weighted business.

Calendar 2026 Q2

I wanted to talk a little bit more about your AI monetization strategy.

Cloud & AIRevenue GrowthPricingTranscript · FY2026 Q3 →
Show response

Mgmt quantified AI monetization at over 10% of ASV growth from AI SKUs, cited a top-10 client doubling data subscriptions and a hedge fund growing 6x via MCP.

Calendar 2025 Q4

A few things stuck out to me regarding, you know, commercial excellence. You talked about sort of simplifying pricing, packaging, pricing to value. And some of the changes around, you know, sales i...

Competitive DynamicsDemandTranscript · FY2026 Q1 →
Show response

Sanoke described aligned incentives across the company focused on new business development, noting renewed vigor in attacking the full sales funnel with significant top-of-funnel lead generation expansion.

Calendar 2025 Q3

Sort of where do you think the focus will be for you over the next couple of years? And where do you think the end state is for you?

Cloud & AIInnovation & R&DTranscript · FY2025 Q4 →
Show response

Sanoke emphasized AI as biggest opportunity. Acknowledged dynamic competitive landscape with startups and traditional competitors in AI arms race. Plans to spend time with clients on priorities and review product road map. Encouraged by exciting projects seen in first week.

Calendar 2025 Q2

do you expect to see further acceleration a little beyond Q4?

Show response

Helen declined to discuss FY26, saying guidance will come on September call. Indicated current trends would continue but stayed focused on Q4 execution.

Calendar 2025 Q1

I want to make sure is the UBS Vault deal included in the ASV this quarter? And if you could help quantify that that would be helpful. And then just secondly, you talk about the proactive retiremen...

DemandRevenue GrowthTranscript · FY2025 Q2 →
Show response

Goran confirmed UBS deal booked in Q2 but users won't come through until next quarter or two during rollout. No further legacy product retirements planned for rest of year. Phil clarified UBS ASV is not part of robust second-half pipeline.

Calendar 2024 Q4

Is that, you know, across the board? You know, are there any specific products where you're maybe getting more traction? And maybe if you can dimensionalize that for us

Cloud & AIInnovation & R&DTranscript · FY2025 Q1 →
Show response

Phil detailed 6-7 monetized AI products including conversational API and Pitch Creator. Pipeline is solid with first AI partner program commitment.

Show 6 more companies
MSCIMSCI7 questions · 7 reporting periods · 0 of 7 challenging
MSCI company page →

Calendar 2026 Q2

I'm trying to understand the new product traction from maybe your non-hedge fund trading ecosystem

Product LaunchRevenue GrowthTranscript · FY2026 Q2 →
Show response

Andy said new-product contribution to sales was up around 40% versus a year ago, with the biggest impact in the shorter-sales-cycle traders and hedge funds segment.

Calendar 2026 Q1

Yes, hi. Thank you so much. I wanted to ask about the strong growth that you saw in custom indexes.

DemandProduct LaunchMacroeconomicTranscript · FY2026 Q1 →
Show response

Management addressed the question with specific commentary.

Calendar 2025 Q4

I wanted to ask about the AI efficiencies that you referenced earlier in the call and have referenced previously. So sorry for the 2-parter.

PricingGuidance ReliabilityCloud & AITranscript · FY2025 Q4 →
Show response

Management addressed the question with specific commentary.

Calendar 2025 Q3

I just wanted to go back to the performance of net new sales in the quarter. I know, obviously, there can be a lot of lumpiness. And you highlighted strength in Americas and Index.

Show response

Management addressed the question with specific commentary.

Calendar 2025 Q2

I wanted to ask about the demand environment for custom indexes. Because there was a slight slowdown in custom indexes subscription sales.

Subscriber GrowthM&ADemandTranscript · FY2025 Q2 →
Show response

Management addressed the question with specific commentary.

Calendar 2025 Q1

Yes. Hi. Thank you. I was wondering if you could comment a little bit on retention rates, particularly on the index side and analytics.

Subscriber GrowthGeographic ExpansionTranscript · FY2025 Q1 →
Show response

Management addressed the question with specific commentary.

Calendar 2024 Q4

Yes, hi, thank you. So you’ve alluded to some bifurcation in terms of geography around what you’re seeing from your clients in the U.S. versus outside the U.S.

Show response

Management addressed the question with specific commentary.

SPGIS&P Global7 questions · 7 reporting periods · 0 of 7 challenging
SPGI company page →

Calendar 2026 Q2

give us some context on, you know, how your thoughts have evolved around future pricing and AI monetization

Show response

Martina covered the Kensho and MI alignment; Eric named consumption and dataset pricing as the monetization path and cited above 500 MCP-connected clients.

Calendar 2026 Q1

how would you attribute sort of the value of the proprietary data versus sort of the software component of the workflow tools

Competitive DynamicsCloud & AITranscript · FY2026 Q1 →
Show response

Martina emphasized mission-critical nature of workflows, network effects across industry groups, and embedded proprietary content like loan reference data.

Calendar 2025 Q4

I was hoping you could put a finer point on that and talk specifically about your workflow products and the mood there. And to the extent there is a shift in channel, sort of how do you overcome that?

Cloud & AICompetitive DynamicsTranscript · FY2025 Q4 →
Show response

Martina defended workflow moat: enterprise-grade solutions with compliance, risk management, network connectivity for capital flows. Cited DORA regulatory requirements and embedded proprietary data like WSO loan reference data as structural barriers.

Calendar 2025 Q3

I'm curious how you would characterize sort of where we are in terms of normalization of Ratings issuance and how we should think about growth over the next few years

CreditRevenue GrowthTranscript · FY2025 Q3 →
Show response

Martina noted Q4 expected similar to Q3, maturity walls through 2026 about 8% higher. Eric highlighted non-transaction flywheel with RES and ICRs up 20%+ as important growth continuity engine.

Calendar 2025 Q2

I understand you're not raising the margin guide, but wanted to ask about what you're doing to achieve these better expenses or if there was something onetime in the quarter

MarginCost PressureTranscript · FY2025 Q2 →
Show response

Eric attributed margins to ongoing productivity initiatives plus back-end-loaded investment spending, meaning H2 will see more investment to sustain growth.

Calendar 2025 Q1

I wanted to ask about Market Intelligence and your confidence in the ability to accelerate revenue as we go through the year

Revenue GrowthDemandTranscript · FY2025 Q1 →
Show response

Highlighted strong metrics including stable retention, ACV outpacing revenue, and large competitive wins including counterparty manager and primary markets deals.

Calendar 2024 Q4

how much visibility do you have at this point. What are you expecting with an M&A contribution? And maybe the best way to answer this is, if you could give us any color with respect to quarterly ca...

Show response

Martina laid out detailed issuance assumptions: modest rate cuts, no trade war, 4% higher near-term maturities, slight IG mix skew, and modest M&A recovery expectations.

VRSKVerisk6 questions · 6 reporting periods · 0 of 6 challenging
VRSK company page →

Calendar 2026 Q2

I was hoping for an update on the Auto business because I know you had talked about some new data sets

Product LaunchCompetitive DynamicsRevenue GrowthTranscript · FY2026 Q2 →
Show response

Khemka cited Lightspeed adoption and coverage verify analytics but gave no quantification of Auto growth or competitive position.

Calendar 2025 Q4

as you are rolling out these new technologies, do you expect to see sort of better ability to take pricing for the value that you are providing

Cloud & AIPricingMarginTranscript · FY2025 Q4 →
Show response

Lee Shavel cited two revenue drivers: deploying AI at lower cost than clients and finding new data monetization uses. Said AI brings inherent operating leverage and helps fund investment.

Calendar 2025 Q3

I'm wondering if you can share your thoughts around future pricing opportunity, especially in light of decelerating net written premiums in the insurance industry

PricingCloud & AIDemandTranscript · FY2025 Q3 →
Show response

Lee Shavel cited three pricing vectors: AI upsell revenue (XactXpert/XactAI), data integration into client AI strategies via subscription contracts, and strengthened products through AI-enhanced modeling.

Calendar 2025 Q2

I wanted to ask about some of the new AI products that you discussed in your prepared remarks, Lee, in particular, the AI automated underwriting function

Cloud & AIInnovation & R&DPricingTranscript · FY2025 Q2 →
Show response

Lee Shavel noted varied adoption across early adopters to conservative players. Saurabh Khemka shared PAAS AI has ~25% user adoption and Mozart AI ~50% adoption, both driving significant time efficiency.

Calendar 2025 Q1

I know you mentioned some timing of expenses. But maybe talk a little bit about where you are in the journey of the -- your global talent optimization efforts and how we should think about efficien...

MarginCost PressureTranscript · FY2025 Q1 →
Show response

Elizabeth Mann noted margin expansion trajectory may taper from here as guidance indicates, citing Q1 benefit from expense timing and storm-associated revenue at high incremental margin. Lee added investment intensity as a moderating influence.

Calendar 2024 Q4

you've had some difficult comps. I'm curious how we should think about that as we look ahead to 2025? And I know, Elizabeth, you mentioned the storm impact

Revenue GrowthDemandTranscript · FY2024 Q4 →
Show response

Elizabeth Mann provided detailed puts and takes for transactional revenue in 2025, including auto comps, AER divestiture, Q1 seasonality, and ILS market timing.

RSGRepublic Services3 questions · 2 reporting periods · 1 of 3 challenging
RSG company page →

Calendar 2026 Q2

some of your peers in the, in the waste space have talked about, you know, they’re changing views around volumes

DemandMacroeconomicTranscript · FY2026 Q2 →
Show response

CEO said the market is slightly improving with commercial construction rebounding modestly and industrial activity gaining, but residential construction still challenged.

Calendar 2025 Q2

I would have thought that, that would offset the incremental macro weakness. So just give us a bit more color

ChallengingDemandMacroeconomicTranscript · FY2025 Q2 →
Show response

Brian explained construction activity declined further than expected versus the flat assumption, with a $1.5B manufacturing vertical in R&W also impacted.

what you saw volume versus price in ES

Show response

Jon confirmed ES is price-positive but volume-negative, maintaining flat margins through deliberate price-over-volume trade-off despite losing some share.

MCOMoody's Corporation2 questions · 2 reporting periods · 0 of 2 challenging
MCO company page →

Calendar 2025 Q2

how do you think about the contribution from private credit to MIS revenues? I know it's small, but certainly growing quite fast

Revenue GrowthCreditTranscript · FY2025 Q2 →
Show response

Rob detailed private credit flowing through Structured Finance (ABF), FIG (BDCs, fund finance), and even project finance. About 25% of Q2 first-time mandates were private credit related.

Calendar 2025 Q1

to the extent the environment worsens from an issuance perspective relative to how you're thinking about it at the moment, how much flexibility do you have

Show response

Rob outlined traditional levers for cyclical declines (headcount management) plus structural investments in volume agnosticism through analytical tools and workflow automation. Positioned as cyclical not structural issue.

CSGPCoStar Group1 question · 1 reporting period · 0 of 1 challenging
CSGP company page →

Calendar 2026 Q2

how confident are you that you can sort of maintain your price integrity?

PricingCompetitive DynamicsTranscript · FY2026 Q2 →
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Grounded price integrity in third-party 2.5x lead-to-lease conversion data and prior competitive cycles; CFO added June was the third best sales month in Apartments.com history.

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.

CompanyQuestionsChallenge rate
FICO Fair Isaac166%1 of 16 questions
WM Waste Management1323%3 of 13 questions
EFX Equifax110%none of 11 questions
IT Gartner100%none of 10 questions
CTAS Cintas813%1 of 8 questions
FDS FactSet714%1 of 7 questions
MSCI MSCI70%none of 7 questions
SPGI S&P Global70%none of 7 questions
VRSK Verisk60%none of 6 questions
RSG Republic Services333%1 of 3 questions
  • FICO
    Fair Isaac · 16 questions
    6%1 of 16 questions
  • WM
    Waste Management · 13 questions
    23%3 of 13 questions
  • EFX
    Equifax · 11 questions
    0%none of 11 questions
  • IT
    Gartner · 10 questions
    0%none of 10 questions
  • CTAS
    Cintas · 8 questions
    13%1 of 8 questions
  • FDS
    FactSet · 7 questions
    14%1 of 7 questions
  • MSCI
    MSCI · 7 questions
    0%none of 7 questions
  • SPGI
    S&P Global · 7 questions
    0%none of 7 questions
  • VRSK
    Verisk · 6 questions
    0%none of 6 questions
  • RSG
    Republic Services · 3 questions
    33%1 of 3 questions
Show all 12 companies
CompanyQuestionsChallenge rate
MCO Moody's Corporation2—Rate withheld: fewer than 3 questions
CSGP CoStar Group1—Rate withheld: fewer than 3 questions
  • MCO
    Moody's Corporation · 2 questions
    —rate withheld: under 3 questions
  • CSGP
    CoStar Group · 1 question
    —rate withheld: under 3 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”.

Questions by calendar reporting period
Calendar periodQuestionsChallenge rateCompanies
2024 Q320%none of 2 questions1
2024 Q4138%1 of 13 questions9
2025 Q190%none of 9 questions7
2025 Q2138%1 of 13 questions9
2025 Q3138%1 of 13 questions9
2025 Q4120%none of 12 questions9
2026 Q1120%none of 12 questions7
2026 Q21414%2 of 14 questions10
2026 Q3367%2 of 3 questions2
  1. 2024 Q32 questions · challenge rate 0% (none of 2 questions) · 1 company
  2. 2024 Q413 questions · challenge rate 8% (1 of 13 questions) · 9 companies
  3. 2025 Q19 questions · challenge rate 0% (none of 9 questions) · 7 companies
  4. 2025 Q213 questions · challenge rate 8% (1 of 13 questions) · 9 companies
  5. 2025 Q313 questions · challenge rate 8% (1 of 13 questions) · 9 companies
  6. 2025 Q412 questions · challenge rate 0% (none of 12 questions) · 9 companies
  7. 2026 Q112 questions · challenge rate 0% (none of 12 questions) · 7 companies
  8. 2026 Q214 questions · challenge rate 14% (2 of 14 questions) · 10 companies
  9. 2026 Q33 questions · challenge rate 67% (2 of 3 questions) · 2 companies

Topics

Topics tagged on this analyst’s questions.

  • Demand27
  • Revenue Growth21
  • Cloud & AI20
  • Pricing18
  • Competitive Dynamics15
  • Macroeconomic10
  • Guidance Reliability10
  • Margin10
  • M&A9
  • Product Launch8
Show all 20 topics
  • Regulation Policy7
  • Innovation & R&D7
  • Cost Pressure6
  • Credit6
  • Labor Market3
  • Subscriber Growth3
  • Geographic Expansion2
  • Trade Tariffs2
  • Capital Allocation1
  • Capex Investment1