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Analyst
Mike Mayo
Period: Reporting periods mapped to calendar 2024 Q4 – 2026 Q3 (8 quarters).
- Questions
- 163on tracked calls
- Challenge rate
- 45%73 of 163 questions
- Companies
- 13questioned at least once
- Reporting periods
- 8with 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 163 of 163 questions from 13 companies
CCitigroup16 questions · 8 reporting periods · 6 of 16 challenging
Calendar 2026 Q3
How much of that has been spent in the third quarter? Why did you pull it forward? What are you spending it on?
Show response
Luchetti said the roughly $500 million pull-forward sits fully inside the $5 billion plan, with about half landing this quarter including about $200 million of severance.
is Citi an AI victim or beneficiary? And the victim is the AI scare trade that deposits will flow out of Citigroup.
Show response
Fraser cited AI productivity gains including a 30% cut in tech vendor spend and said she is not worried about deposit flight risk in services.
are you assuming something might go terribly wrong in the fourth quarter, or you just giving the usual caution
Show response
Luchetti said it is the usual caution rather than an expected problem, noting the above 11% guide already improves on the figure given 30 days earlier.
Calendar 2026 Q2
you are guiding for a much worse second half of the year than the first half, and that may or may not be your intention
Show response
Luchetti directly rejected the worse-second-half read and pointed to markets seasonality and investment flexibility.
Calendar 2026 Q1
Is there a last-mile problem with the last 10% of the transformation, or is this continuing to move forward?
Show response
Fraser explained remaining 10% is primarily data used in regulatory reporting. 90% at or near target state. Regulators control the closure timeline after validation.
So you are only pursuing organic growth. Does that mean that Citigroup Inc. is not pursuing a deal or an acquisition?
Show response
Fraser gave an unequivocal denial of acquisition interest. Responded directly and emphatically to Mayo's persistent pressing on the topic.
Calendar 2025 Q4
if you could elaborate on the new data point that over 80% of your progress with transformation is at the target state or near the target state, what remains
Show response
Fraser confirmed compliance, risk, and controls at or near target state. Data for regulatory reporting has significantly accelerated, aided by AI. OCC terminated article 17 as public evidence of progress. Timing for full consent order closure is up to regulators.
we're really left with regulatory data, which and, again, correct me. To me, that sounds like regulatory box checking
Show response
Fraser pushed back on characterizing it as just box-checking, noting remaining work needs completion, validation by internal audit, then regulatory assessment. Declined to specify timeline, stating it lies in regulators' hands.
Calendar 2025 Q3
So can you just give us an update on your actions with the consent order as it relates to risk compliance controls and reg data
Show response
Fraser cited risk and compliance largely at target state in sustainability, preventive controls covering $13T in daily payments across 85 countries and 55 payment apps, 99% of manual payment flows. Data for regulatory reporting needs more time but showing dramatically improved accuracy.
the transformation expense for 2025, maybe this is for you, Mark, you said it's going to be more than $3 billion, so it was like $3.5 billion, $4 billion, $5 billion kind of range for that
Show response
Mason sized transformation expense at just under $3.5B for 2025, confirming it will come down in 2026 as programs are executed more efficiently.
Calendar 2025 Q2
What were they for the second quarter? Just trying to get a run rate and where those go to
Show response
Mason declined to break out Q2 specifically but confirmed meaningful increase from 2024's $3B before trending down in 2026.
what is it you're trying to show to regulators to help show them that the amended portion
Show response
Fraser noted majority of programs at or near target state with data making good progress, then programs enter sustainability validation before regulatory review.
Calendar 2025 Q1
the concern is not just the possibility that revenues will nosedive, but that credit will implode
Show response
Fraser cited successful navigation of Ukraine-Russia, COVID supply chain disruptions and emphasized investment-grade client skew.
a verbal waterfall chart if you would, or maybe some numbers around org simplification, stranded costs, productivity savings
Show response
Mason outlined revenue growth of 3%+, expense reduction to below $53B in 2026, balance sheet optimization, and continued capital return.
Calendar 2024 Q4
do you still have the same line of business targets that you had last year
Show response
Mason acknowledged banking target may be slightly lower for 2026 specifically, but medium-term targets remain intact.
you are guiding for three consecutive years of lower expenses, including that $600 million reposition this year
Show response
Mason confirmed the multi-year trajectory of revenue growth combined with expense reduction through at least 2026.
BACBank of America15 questions · 8 reporting periods · 4 of 15 challenging
Calendar 2026 Q3
How much longer do you plan on remaining CEO? What qualities do you look for in a successor?
Show response
Deferred to the board and gave no timing or criteria for a successor.
In this period of AI and AI deployment, where can that take you guys?
Show response
Moynihan broke down expense growth, cited headcount down 3,000 and AI benefits rising from $300 million to $700 million next year.
Calendar 2026 Q2
Could you elaborate more on the change in your operating leverage guide? That's quite a big lift there.
Show response
Alastair credited grinding NII, strong fee performance, and expense discipline for the raised operating-leverage guide; directly answered.
Calendar 2026 Q1
why is Bank of America and AI beneficiary
Show response
Brian countered the AI-threat framing, technology has always been a positive pressure on earnings at BofA. Deposits are portable regardless of AI (already instantaneous), and BofA's role is to be the primary transactional and lending bank. Trust and cybersecurity investments position BofA to extend share gains.
Is it just the stickiness of the relationship? Or is it efficiency or where should that show up
Show response
Brian described 99% of consumer interactions as already digital, AI's largest marginal efficiency gain is on the 1% in-person cost pool plus internal process automation. Agentic AI replacing prompt-based Erica will improve customer experience. Expect continued headcount reduction in non-customer-facing roles, sustained investment in relationship managers.
Calendar 2025 Q4
What do you expect your spend to be this year versus last year, your spend on AI
Show response
Brian guided technology initiative spending up 5-7% year-over-year to over $13B total with $4B+ in initiatives. Microsoft 365 CoPilot now across 200,000 teammates. Erica interaction dip explained by growing alerts functionality.
how much do you spend on that
Show response
Brian quantified AI coding savings at 30% efficiency gain equivalent to ~2,000 people across 18,000 coders. Total AI spend several hundred million dollars. Cited audit team building AI prompts to reduce headcount. 15-20 AI projects ongoing with pipeline growing.
Calendar 2025 Q3
improve the efficiency ratio to what
Show response
Brian deferred specific targets to Investor Day but emphasized NII growth falls to bottom line with minimal incremental expense. Headcount management and AI adoption driving structural improvement.
how much savings do you have from AI? How do you measure those savings
Show response
Brian described AI as 'enhanced intelligence' already in production. Cited 10% coding savings, 2 million daily consumer Erica interactions, and $3 billion invested in data infrastructure from 2014-2019 as competitive foundation.
Calendar 2025 Q2
any foreshadowing of what you're preliminarily thinking about for next year
Show response
Alastair indicated organic growth and fixed rate asset repricing will continue benefiting NII next year, aiming to replicate and sustain results over a long period.
I'm just wondering why even with all that improved performance, the NII guide isn't even higher given the pace of loan growth
Show response
Alastair cited offsetting factors including international rate cuts as headwinds against loan growth tailwinds. Emphasized that six months into the year, the NII bridge still hangs together with risk removed.
Calendar 2025 Q1
I'm just trying to reconcile the $7 trillion of lost stock market wealth with comments from you
Show response
Brian distinguished between current strong performance ('is') and potential future risks ('could'), emphasizing the company is positioned well for multiple economic outcomes.
how do you think it'll be easier to do business at Bank of America
Show response
Brian cited SLR relief on riskless assets ($1.2T cash and government securities) and reduced operational compliance costs as key deregulation benefits.
Calendar 2024 Q4
how much is short rate? How much is long rate? But most importantly, how much of this is a little bit more states in the yield curve?
Show response
Alastair explained that short-term rates drive 90% of NII sensitivity, with fixed-rate asset repricing providing incremental benefit at the margin.
what would you like to see changed as it relates to bank regulation?
Show response
Brian advocated for G-SIB indexing, CCAR volatility reduction, and Basel III equivalence, estimating potential 100bps CET1 relief.
GSThe Goldman Sachs Group, Inc.15 questions · 8 reporting periods · 2 of 15 challenging
Calendar 2026 Q3
you talked about the growth in tradable assets globally, you're expanding in Asia. What has been that growth?
Show response
Coleman pointed to the release's geographic revenue mix and equity financing in Asia but gave no specific growth figure.
there was nothing that came out from Goldman Sachs, but what are your plans for staying around at Goldman as CEO?
Show response
Solomon repeated his earlier answer that no succession transition or timeline is underway.
Do you think this is as strong a tech supercycle as you did 6 months ago
Show response
Solomon reaffirmed conviction in the supercycle while listing rates, geopolitics and local data center politics as sources of volatility.
Calendar 2026 Q2
For every $1 of merger fee that you generate, how much more do you get in all those other activities
Show response
Solomon declined to quantify the multiplier but framed the advisory franchise as rooted in deep CEO and board relationships that spill into financing, hedging, capital markets, and Asset & Wealth Management, describing a powerful and virtuous flywheel across the firm.
What's your capacity versus the demand?
Show response
Solomon said demand for prime and FICC financing far outstrips what the firm is willing to provide given its balanced approach to market share and risk management, citing an AI CapEx super cycle driving financing demand across every instrument and region.
Calendar 2026 Q1
And what percent is the sponsor activity of your investment banking activity? I know you said it still hasn't come back and that's potential upside
Show response
Solomon declined to give a specific number but indicated it is a meaningfully smaller percentage given strong strategic M&A, emphasizing the business is diversified enough to thrive without sponsor activity.
at what point the investors kind of put their pencils down. It sounds like they're not that people are still trading and engaging
Show response
Solomon emphasized engagement remains high across all client types, corporate world particularly engaged in strategic M&A and consolidation, no signs of reduced activity.
you had another CEO talk about over 10,000 large companies that remain private, even with record high stock markets. So why is that
Show response
Solomon put PE in perspective ($4T total, less than one Nvidia), attributed delayed monetization to economic incentives and GP optionality, noted pressure mounting from LPs wanting capital returned.
Can you comment on the increase in the provisions in Global Banking markets. It seems like that increase was a lot more than the growth in the balance sheet
Show response
Coleman attributed PCL to three factors: lending growth, single-name impairments, and forward-looking environment adjustments. Clarified it was not related to private credit or FICC financing defaults.
Calendar 2025 Q4
what are you hoping to achieve? So, like, this decade, your revenues are up two-thirds. Your headcount's up one-fourth
Show response
Solomon acknowledged desire for specifics but said not ready to quantify publicly yet. Focused on six distinct processes. Committed to more transparency in coming quarters.
Calendar 2025 Q3
Can you give us a sense of that mix? Also, if I heard you correctly, you said—I might have heard this incorrectly—40% of your FICC and equity trading is financing
Show response
Coleman confirmed backlog includes advisory, equity and debt underwriting. Financing at ~40% of FICC+equities, up from 33%, driven by steady multi-year commitment.
Calendar 2025 Q2
is it really happening now? Are these big strategic deals? What kind of deals? What geographies?
Show response
Solomon pointed to revenue accruals, advisory-driven backlog growth, and 30% YoY increase in announced M&A as concrete evidence of acceleration.
Calendar 2025 Q1
I was just wondering if you could put a little more meat on the bones or the reasoning behind the $40 billion buyback
Show response
Solomon reiterated capital return philosophy. Coleman disclosed approximately $4 billion attributed equity each in HPI and hard portfolio.
Calendar 2024 Q4
I don't really have anything to say. It's different than what I've said about our journey around the consumer platforms
Show response
Solomon deflected Platform Solutions question entirely. On financing, said business scales with world growth with continued risk management focus.
how good could things get in your mind because you're saying the regulatory environment, the economic environment, the backlogs are up
Show response
Solomon acknowledged tailwinds but declined to predict specific levels, emphasizing the firm manages for medium and long term.
BNYBNY Mellon14 questions · 7 reporting periods · 6 of 14 challenging
Calendar 2026 Q2
your headcount is down 7% year over year while your revenues are up. I am just wondering how much AI has played a role
Show response
Mayo challenged whether AI is behind the headcount decline; Dermot said AI spend is de minimis within a ~$4B engineering budget with 40% of software AI written, but gave no isolated financial figure.
can you put any numbers on the expense savings or revenue gains?
Show response
Mayo pressed again for specific AI figures; Robin declined to isolate them, framing AI as one component of a package aimed at positive operating leverage.
Calendar 2026 Q1
I have a tough time dimensioning the new cyber risk given the new AI tools. How should investors think about this type of risk
Show response
CEO described cyber defense as a team sport with AI providers and technology partners. Using in-house AI tools including Mithos and OpenAI early access for defense. Emphasized this is a predictable evolution requiring constant vigilance across all industries.
what will the financial benefits be? What are the financial benefits now, and in five years what are your financial expectations
Show response
CEO described a triple play: capacity creation (revenue per employee), revenue enablement (client wins driven by AI capabilities like AGI), and expanding the firm's perimeter by doing things that previously sat below the profit line.
Calendar 2025 Q4
you might have 134 digital employees today and does that equate to in savings
Show response
CFO reframed AI as capacity creation rather than cost savings. Headcount trending down but not driven by AI. Spending more on cyber resiliency than AI, so return on AI investment is very high with only upside from here.
you certainly got our attention. You have over 100 digital employees. How many of those AI digital employees do you expect to have over 3 to 5 years
Show response
CEO acknowledged difficulty projecting specific AI headcount or savings numbers, framing AI as a capacity multiplier rather than efficiency tool. Focused on culture, adoption, and integration as limiting factors. CFO added that AI ROI is very high and they only see upside.
Calendar 2025 Q3
how much of this growth year over year would you attribute to actions that you've taken versus just a generally good market backdrop
Show response
CFO cited balanced mix of organic growth, market levels, and FX. CEO added BNY has repositioned to capture more diverse market environments, with non-trust platform businesses now two-thirds of pretax income, up from 55% three years ago.
Calendar 2025 Q2
What's the realm of possibilities for acquisition
Show response
CEO described capability buys as most likely path, noting platform businesses with 49% margins have scalability for bolt-on acquisitions. Cited Archer as proof of concept for integration approach.
the organic growth and you do it correctly x markets, x currency, x deals, whether it's two percent or three percent
Show response
CEO acknowledged the challenge, noting organic growth is rising and the company is positioning to be less market-dependent. Taking a decade view of transformation with significant runway remaining.
Calendar 2025 Q1
how long can this go on before things tip, like the hard data goes to soft data, soft data goes back to hard data
Show response
CEO offered a candid view that economic sentiment likely converges downward given prolonged tariff negotiations, but noted BNY's 40% international revenue base provides critical services that clients rely on regardless.
did note that the non-comp expenses are growing mid-single-digits year-over-year
Show response
CFO highlighted five consecutive quarters of positive operating leverage and declining headcount, arguing investments are paying off with more to come as AI capabilities are deployed at scale.
Calendar 2024 Q4
in the short term, are you guiding for positive fee operating leverage in '25
Show response
CEO made a strong case that BNY's platform-centric business model uniquely suits this transformation, citing market-leading positions and early pilot metrics on satisfaction and efficiency.
tech spending, '24 compared to '25 and how much -- do you feel better, worse, the same about your AI efforts
Show response
CFO quantified $3.8B total tech spend with $0.5B incremental investment, expressing strong confidence in AI infrastructure buildout and its potential to improve company operations.
do you have an example outside the banking industry, software-as-a-service
Show response
CEO acknowledged the model is borrowed from tech industry, noting direct conversations with tech CEOs confirmed this operating model fits BNY's platform business better than traditional bank structures.
FITBFifth Third Bancorp13 questions · 7 reporting periods · 7 of 13 challenging
Calendar 2026 Q2
As far as commercial loan growth, it's okay, not great. I know you're more inward-focused than you'll be
Show response
Spence pushed back on the framing with segment detail and conceded commercial real estate growth lagged peers at 0.5%.
You said you have 99.4% retention of Comerica's commercial customers. Do you have a figure like that
Show response
Spence gave the 102% net figure and, on follow-up, broke it into roughly 94-95% gross retention plus new production.
You've not changed your $850 million expense saving number. Is that correct?
Show response
Spence confirmed the target is unchanged and framed the upside as a reinvestment-versus-efficiency choice.
Calendar 2026 Q1
going from America to actually branded Fifth Third. How do you manage that transition?
Show response
Tim acknowledged tech conversion as the Code Red event risk but expects it to be a positive, Fifth Third digital channels much broader than Comerica's. Conversion unlocks digital marketing channels (Comerica couldn't open accounts digitally). 100 Comerica clients shown managed services solutions with 2/3 as qualified leads. Post-conversion enables full digital acquisition funnel in Southwest markets.
what's incremental in the last 3 months or since your last presentation that you think is maybe going better than expected? Is that any of that higher NII guide due to the expansion in Texas and th...
Show response
Tim detailed integration milestones: Walk-the-Wall planning complete, 46 new applications mapped, data conversion done, org charts final, employee attrition below historical levels. Positive surprise: Texas deposit campaign, 700K household mailing with strong response rates, 6M subsequent mailing generating 3x typical response at this stage, expected $1B in deposits. Only snag was tongue-in-cheek 'civil war' over chili preparation preferences.
Calendar 2025 Q4
for those last 110 branches that you need to secure, seems like, you know, you kinda telegraphed that
Show response
Tim explained low-hanging fruit came fast because Southeast strip center developers also build in Texas, they called after announcement with available sites. Same specs, zoning knowledge, and contract terms. Remaining locations take longer as hotspots fill in, but robust development market in Dallas and Houston MSAs provides ongoing opportunities.
you said you look to get your 2027 targets in the '26 now? Is that right?
Show response
Bryan confirmed expecting 9% EPS accretion from deal in 2026 (originally a 2027 target). Tim discussed direct mail strategy for Comerica branches, 13-14M pieces in 2026, first consumer deposit marketing in those branches in over a decade. Digital acquisition about 50/50 with direct mail. Can't go digital until post-conversion since Comerica lacks online account opening.
Calendar 2025 Q3
if you could just double click on the the tricolor category. I think it was 9% of your total NDFI
Show response
Greg confirmed the 9% consumer asset class bucket is primarily consumer auto and consumer finance companies, lowest concentration category, watched closely given higher rates and unemployment pressure. Tim added confidence that Tricolor is unique/isolated within that bucket based on his own review of the names.
talent at the top of the the house. I like to hear how they're they'll be deployed for the integration
Show response
Tim outlined leadership roles: Jamie leading integration, Darren King taking expanded middle market and business banking, Peter Sefzik taking wealth management. Challenge: Comerica's trust business consent order, priority one is getting trust conversion done well. Positive: cultural fit evidenced by former Comericans thriving at Fifth Third and vice versa; unlocking Comerica bankers with broader funding base and reduced LFI-level control investment competition.
Calendar 2025 Q2
is commercial loan growth back to the industry? Or is it not back? And I'll let you choose Column A or column B here
Show response
Tim acknowledged the tension, loan growth is back in Main Street banking but not at anticipated levels. Detailed supply chain complexity through appliance manufacturer example.
Calendar 2025 Q1
I feel like I live in a multiverse. In one universe, there's a global trade war. The Fed chair gives caution, and there's $7 trillion of lost stock market value
Show response
Tim argued deep slowdown is unlikely without big pickup in unemployment. Zero additional loan growth would still meet low end of prior guide.
have you done a name-by-name review? And I guess that would be a first-order review, but you don't really know what the second and third-order review is
Show response
Greg detailed bottoms-up portfolio review including stress testing across construction, manufacturing, consumer spending. 75% of cardholders are transactors in prime/super prime.
Calendar 2024 Q4
Are you calling the turn for commercial loan growth for Fifth Third? Are you calling it for the industry? Are you calling it for both?
Show response
Tim was measured, citing favorable backdrop but cautioning against certainty. Warned not to model 12% annualized growth.
JPMJPMorgan Chase & Co.13 questions · 8 reporting periods · 5 of 13 challenging
Calendar 2026 Q3
Do you get a benefit from scale with the token cost, say, versus a small bank?
Show response
Barnum described a model- and harness-agnostic strategy using proprietary, open weight and open source models; Dimon pointed to model routing tools.
I squint and I look at the earnings release. I am trying to find the benefits
Show response
Barnum said AI spend is diffused and he is moving away from quantifying benefits, conceding they are not yet visible in quarterly earnings.
Calendar 2026 Q2
When you grow revenues 15% quarter year-over-year, percentage wise it's negative, but dollar wise
Show response
Barnum explained the $2.5B expense-guide raise: $1.5B already booked against $6.5B of capital-markets revenue outperformance, illustrating high marginal margins.
Calendar 2026 Q1
how much of that $1.7 trillion would you say is a substitution effect from banks to private credit? And how much of that might be types of credit you never would have originated
Show response
Dimon estimated roughly half was regulatory arbitrage banks could recapture. Emphasized banks' relationship advantage and broader product suite. Not particularly concerned overall.
Is this the start to getting back on that higher deposit growth path or not yet?
Show response
Barnum said too early to declare robust growth recovery; tax season may be inflating. Noted 450K+ net new checking accounts as a franchise strength, unchanged low-to-mid single digit expectations.
Calendar 2025 Q4
this is the first time we have a chance to address that $9 billion increase in expense guide
Show response
Dimon declined granular tech/AI spend details citing competitive sensitivity. Said Apple, inflation, revenue-related costs all embedded. Barnum added office real estate catch-up and selective hiring increase planned. Company update scheduled for more color.
Calendar 2025 Q3
After Tricolor. Again, this is a real puny drop in the bucket for you guys, but have you gone back and looked at your processes
Show response
Dimon confirmed comprehensive review of all processes after any incident. Said when you see one cockroach there are probably more. Acknowledged fraud was clearly involved but JPM can always improve procedures.
how much of a risk is the lending to the NDFIs just because you guys are always out front highlighting what could happen
Show response
Barnum confirmed Tricolor $170M charge-off, no First Brands exposure. Said vast majority of NBFI lending is highly secured/structured. Dimon warned NBFI is broad category, not all players are sophisticated, and a credit cycle will reveal problems.
Calendar 2025 Q2
would you buy a private credit firm? Is that something you can at least consider
Show response
Dimon suggested peak private credit given low credit spreads and dramatic growth. Said not against looking but prefers organic build. Emphasized staying open-minded to unexpected opportunities.
can you talk about why commercial loan growth was much stronger in the second quarter and any strength by geography
Show response
Barnum attributed growth to late-quarter deal activity on balance sheet. Dimon detailed how G-SIFI, LCR, CCAR, and CET1 requirements all inhibit lending and could be reformed to get loan-to-deposit ratio from 70% back to 85%.
Calendar 2025 Q1
you went from trade wars "get over it" to this week say "do something." So just as far as the tariff journey, what were you initially expecting to what happened
Show response
Dimon clarified his prior tariff comments were about national security tariffs only. Said deregulation won't produce visible expense drawdown but will reduce cost of liquidity, loans, and mortgages. Cited 70bps mortgage cost reduction potential.
in terms of the risk of being an international company, an international US company during trade wars
Show response
Dimon acknowledged risk directly. Said JPM is deeply embedded in other countries and liked, but some countries will feel differently about American banks.
Calendar 2024 Q4
Jamie, who is your successor? And then the second question is, I know I asked the question at Investor Day, how -- why not stay as CEO a little bit longer
Show response
Dimon acknowledged several candidates but said succession not determined. Confirmed base case of staying a few more years. Highlighted Piepszak as COO.
Show 7 more companies
PNCPNC Financial Services12 questions · 7 reporting periods · 7 of 12 challenging
Calendar 2026 Q2
do you ever wonder about this party that is taken place elsewhere as it relates to AI
Show response
Demchak framed PNC's 25% EPS growth and share gains as a less cyclical alternative to the AI super cycle.
Can you talk about line utilization and potential for loans to grow even faster
Show response
Reilly said utilization rose broadly and is expected to hold or tick up, part of the H2 moderation to GDP-level growth.
Calendar 2026 Q1
How are you getting so much more loan growth than the industry?
Show response
Bill attributed outperformance to expansion markets (not price competition), specialty lending products (receivables, ABL, equipment finance), and more shots on goal vs rebidding same legacy deals. Rob revealed expansion markets now represent >51% of market-based corporate loans, growing at 2x legacy pace. California described as shockingly strong.
How would you plan to use that extra capital, and when might you start leaning into using more capital
Show response
Bill described it as a 'nice problem to have', extra point of capital will drop into their pocket. Already increased buybacks and deploying capital into franchise growth. Will figure out optimal use after proposal is finalized.
Calendar 2025 Q4
what's the difference between a national bank and a regional bank?
Show response
Bill drew strategic distinction: national means ubiquitous retail presence enabling fair fights in all markets. Regional banks defending shrinking moats as large banks enter their markets face an existential challenge. PNC's national platform is both current state and aspiration.
are you spending enough given the higher level of competition from the the bigger banks?
Show response
Bill argued PNC's tech and product capabilities are competitive in its chosen segments (wealth, retail, C&I, middle market). Difference vs giant banks: they can build entirely new businesses (Visa/Stripe competitors); PNC optimizes existing businesses. Core infrastructure (cloud-native, microservices) is as good as anyone.
Calendar 2025 Q3
how much could this potentially save in expenses?
Show response
Bill estimated hundreds of FTEs tied to MRA compliance process. BPI study showed compliance man-hours doubled since ~2020. Board spends roughly half its time on non-strategic regulatory minutiae. If reform comes through as proposed, it's a material work set decline.
Calendar 2025 Q2
how much you would consider from your traditional middle market relationship-based sources
Show response
Bill rejected premise that growth was CIB/capital markets oriented. Two drivers: utilization recovery (broad-based across asset-backed and middle market) and organic new client wins from expansion markets. The share gain component is permanent; tariff-driven utilization may reverse.
Calendar 2025 Q1
what's your current appetite for for getting that greater scale?
Show response
Bill sees long-term banking consolidation but not near-term. Nobody is selling, PNC wouldn't issue shares at current relative prices, and rate/credit mark volatility makes deals impossible. Organic growth is the current path.
why is he coming to such a heavily regulated industry with so much oversight
Show response
Bill argued banking is dynamic, driven by technology, scale, new entrants (crypto, private credit, payment engines). Making the role attractive despite regulatory burden.
Calendar 2024 Q4
what do you think is really happening? Is all the loan growth just going to debt capital markets or are the corporations just sluggish
Show response
Bill explained low utilization is broad-based across all segments, not just large corporate losing to capital markets. Higher rates and uncertainty key factors.
if you were talking to them and you do indirectly through the different industry groups, what would you hope to see changed
Show response
Bill advocated for regulators focusing on core safety and soundness risks, not ancillary fee policies. Expected neutral Basel III outcome.
TFCTruist Financial12 questions · 6 reporting periods · 7 of 12 challenging
Calendar 2026 Q2
as you look going forward, what do you think can be done better? What's your advice?
Show response
Rogers pointed to technology and talent investment and strategic alignment but did not directly address the decade of stock underperformance.
Calendar 2026 Q1
what's the temperature on the degree of competition? How much are you using kind of marketing expenses, such as paying customers to move their accounts
Show response
Rogers acknowledged intense competition from new market entrants. Charlotte growing 150 people/day. Truist grew net new checking in Q1. Uses marketing tools and incentives like peers. Premier production up 20%. Deposit production up significantly outside core franchise, on the offensive. Higher-for-longer rates tough for deposit profitability but adding clients is good long-term harbinger.
What is Truist -- under what conditions would Truist consider, say, another merger of equals
Show response
Rogers said Board has strong succession process, M&A is not a priority, 'I don't know how to be more clear.' Plan delivers advantaged shareholder returns. Focus is maximizing the franchise every day.
Your core investment banking business growing double digits even without trading. That seems to be much faster than peers your size
Show response
Rogers attributed outperformance to multi-decade organic build, franchise connectivity, bankers leveraging industry specialization for commercial/corporate/middle-market clients. Maguire added consistent pattern of playing more meaningful roles in larger transactions.
Calendar 2025 Q4
do you need to increase your investments even more than you've you're already doing just to keep up with the bigger banks that are increasing their investments
Show response
Rogers argued investments are reflected in doubling revenue. IB and TM growing low double-digits show disproportionate growth. Expenses are net of continued efficiencies from 2023 restructuring. Risk infrastructure spend rate-of-increase will slow, freeing redeployment. Branches are long-term investment in expansion markets (Texas, South Florida, Atlanta) after 6 years of no net additions.
Is that for the year 2027, or is that reaching 15% at some time in '27
Show response
Maguire confirmed full-year 2027 target. Rogers said 15% not final destination but different business model post-TIH makes 20% merger-era target not directly comparable. Will evaluate further as they approach 15%. 'I don't think there's a finish line.'
Calendar 2025 Q2
Can you just talk about the competitive dynamics in the fastest growing markets
Show response
Rogers said competition is sophisticated but rational, Truist has never been stronger with a champion mindset and bring-it-on attitude. Results now showing in multiple quarters.
what do you think about a normalized NIM or where should NIM be over time and how long might it take to get there
Show response
Maguire targeted NIM in low 3-teens area as achievable with fixed-rate repricing and cuts. Rogers confirmed merger integration fully behind Truist, J-curve inflection now accelerating.
Calendar 2025 Q1
do you have any frame of context in your career that gives us the lens or framework on how to view this
Show response
Rogers said large clients learned working capital and supply chain management from pandemic. Small businesses more vulnerable. Unique environment, underlying portfolios solid unlike prior downturns.
if the world is that much more difficult, why wouldn't you be increasing reserves more? Why wouldn't you be slowing down buybacks
Show response
Rogers explained guidance changes isolated to flat IB forecast and curve shift, not broader macro deterioration. Core loan/deposit production outlook unchanged and strong.
Calendar 2024 Q4
I was surprised to hear you mentioned Pennsylvania and New Jersey when it looks like you have so much opportunity in the Southeast
Show response
Rogers explained PA/NJ/TX are existing markets with disproportionate growth opportunity alongside defending and growing the Southeast franchise organically.
are the banking battles heating up? It just seems like everybody is going into everybody else's backyard to compete
Show response
Rogers characterized competition as rational with smart competitors, no crazy pricing, and Truist well-positioned with a strong value proposition.
USBU.S. Bancorp12 questions · 7 reporting periods · 9 of 12 challenging
Calendar 2026 Q2
What's the output of all your plans here? Like fees over 50% or up to 50%.
Show response
Kedia articulated the four-pillar fee strategy aiming for the higher 40s fee mix while holding the efficiency ratio in the mid-55-57 range.
Calendar 2026 Q1
the positive operating leverage is something relatively new. It's not U.S. Bancorp of old in terms of the efficiency ratio
Show response
John confirmed 7 consecutive quarters; committed to tracking and sustaining; Gunjan outlined three priorities: grow fee categories, strengthen consumer/small business franchise, and become AI-native organization.
You're saying you have credit card customer growth of 10%, but you've only had fee growth of 5%. So does that imply you expect much better fee growth ahead
Show response
Gunjan explained 4-6 quarter lag from acquisition to revenue due to upfront rewards and transition costs; accelerated transactor acquisitions are initially revenue-negative; strengthening revenue growth expected as acquisitions mature.
Calendar 2025 Q4
this is kind of like a link and leverage deal where you buy a firm and you leverage it over your entire franchise, but I'm not sure
Show response
John confirmed no buyback impact; 12bp CET1 impact only; EPS neutral in 2026 due to merger costs; Gunjan cited 10-year partnership history, client demand, and success growing fixed income organically to $1.4B.
Calendar 2025 Q3
I'm sure many appreciate your detailing of NDFI. But that's not really the way you run the business
Show response
NBFI is 12% of total loans, highly diversified across mortgage warehouse, subscription lines, auto ABS; credit quality higher than core C&I; long-standing client relationships.
where would you say you choose to say no a little bit more often than not?
Show response
John mentioned monitoring single-name limits and leverage levels; careful about areas with more leverage; client selection and known relationships emphasized.
Calendar 2025 Q2
is there anything that you need to change holistically with asset liability management or that you've done over the past year
Show response
John acknowledged concerns but said strategic actions position for future; Gunjan added both sides of balance sheet being evolved for higher NII trajectory.
Did you say there was deposit competition that was 1 of the drags on the NIM? And also, I think I see RWA up $9 billion
Show response
Half of RWA increase from electing not to renew a credit risk transfer; other half from commercial loan growth late in quarter. Deposit competition described as persistent but not unique.
Calendar 2025 Q1
what are you doing differently? Now versus Andy? I know you're next to each other and your partners, and all that, but I want to know how you're different
Show response
Gunjan acknowledged stock price frustration; emphasized expense discipline, building organic growth muscles vs historical acquisition-driven growth, and culture of execution urgency.
What are the five verticals and you said that's most of the revenues and what's the opportunity to move the Union Bank franchise
Show response
Five verticals are retail, services, travel, entertainment, and healthcare representing ~90% of merchant revenue. Union Bank penetration at ~two-thirds consumer, less than half small business.
Calendar 2024 Q4
Under what scenario do you think you could have more than the 200 basis points guide? Some other banks are actually guiding higher today
Show response
Andy acknowledged conservative guidance, said upside depends on market/yield curve help; Mike noted stock was down and called it a show-me story.
The merchant acquiring yield looked like it contracted 70 basis points year-over-year in the fourth quarter, and the revenues didn't accelerate
Show response
John Stern attributed yield contraction to higher-volume, lower-margin clients persisting; Gunjan acknowledged disappointment but highlighted strong tech-led portion.
KEYKeyCorp11 questions · 5 reporting periods · 6 of 11 challenging
Calendar 2026 Q2
the big banks had investment banking go up 50% year-over-year. Yours is down 5%.
Show response
Gorman defended deposit primacy (82% of commercial deposits) and long-term IB CAGR off record comps; Clark clarified the 2% deposit-growth guide assumes stable pricing and no hikes.
Do you really think it is gonna come back at some point, or do you have any evidence that it is picking up
Show response
Gorman conceded ~40% of IB fees are sponsor-driven and are needed to return, but argued large deals moved first, real estate pipelines are up 18%, and sponsors are the last to move before being forced to exit.
Calendar 2026 Q1
could drive more loan demand due to CapEx could also drive merger
Show response
Chris confirmed comfort with forward rates and macro outlook will drive both CapEx and M&A. Many in the backlog gearing up to go once coast is clear.
that mid-single digit guide—is that just, like, what it is
Show response
Chris noted two consecutive record Q1s, second-best year, record pipelines provide comfort. Explained large M&A first: regulatory approval improved, stock-for-stock structure needs less financing, large quality deals come first then trickle to middle market. Clark added more continuation vehicles reducing outright sales volume.
Calendar 2025 Q4
What's causing the delay, and why is it turning now? And why don't you have visibility past the first quarter
Show response
Chris attributed three-year M&A drought to rate uncertainty (forwards consistently wrong). Ten-year now range-bound enabling transactions. PE inverse relationship between holding period and returns driving liquidity need. Clark noted lower-than-normal share of fees from M&A advisory and sponsors, Q4 reversion starting.
as far as your appetite for a bank acquisition, you know, where is that given these board changes
Show response
Chris reiterated capital priorities unchanged: support clients, invest in people/technology, dividend, complementary fee-based acquisitions (groups of knowledge workers, boutiques), buybacks. Bank M&A not a focus. Interested in non-bank capability tuck-ins.
Calendar 2025 Q1
how do I reconcile a world that seems so much more problematic with your guide that isn't changing?
Show response
Chris and Clark provided detailed walkthrough of scenario analysis. Clark explained structural NII tailwinds that are already locked in, with fees more at risk if pause persists.
you're going name by name. I assume you have not finished that. You've done a top-down review of reserving, but not your name by name
Show response
Chris acknowledged first-order review complete but second/third order effects not fully scoped. Clark noted reserve incorporates 20% probability severe downturn scenario.
Calendar 2024 Q4
if you only had one rate cut instead of two, your guide for up 20% in NII would go to what roughly?
Show response
Clark confirmed minimal impact as second assumed rate cut was in December with little full-year effect.
what percent of your middle market client base has access to capital market?
Show response
Chris estimated 20-25% of middle market clients access capital markets in any given year, with all clients called on by capital markets team.
what is this competition? What does the Board see in terms of competition and the need for Key to retain the talent?
Show response
Chris noted he has zero influence on compensation and deferred to proxy. Emphasized retention was Board's priority given strong 2025-2026 trajectory.
STTState Street Corporation11 questions · 7 reporting periods · 5 of 11 challenging
Calendar 2026 Q2
why you are confident that this new phase at State Street over the next 3 to 5 years is going to succeed
Show response
O'Hanley pointed to 10 quarters of positive operating leverage and a largely new management team as evidence this time differs.
Calendar 2026 Q1
can you size that a bit more in terms of the level of backlog versus history and where that is coming from?
Show response
John confirmed 11% backlog growth is consistent with multi-year low-double-digit growth trajectory. ARR also up 12%. Ron gave comprehensive AI update: 200+ use cases (70 live), agent-enabled service delivery launching July, AI Foundry for scaling. Tangible business impact expected H2 2026, accelerating into 2027. Will dimension medium-term impact later in 2026.
Calendar 2025 Q4
under what scenario would you consider a combination with another bank?
Show response
Ron referenced BBH as motivating example but emphasized organic confidence. Open to scale-building if good use of shareholder capital. John added organic upside should accrue to existing shareholders and team will present medium-term framework later in 2026 to demonstrate conviction.
if you put State Street strategy on a cocktail napkin, what would it say that would impress investors?
Show response
Ron gave five-pillar thesis: 1) attractive secular fundamentals (savings→investment, pension revolution, democratization, digital infrastructure), 2) distinctive capabilities in high-PE areas (privates, Alpha, ETFs, digital, wealth), 3) clear execution pattern (consistent fee growth, NII optimization, $2B cumulative productivity), 4) best team in the space, 5) capital-light income statement growing better than peers in high-PE revenue areas.
Calendar 2025 Q3
what do you think is you know, not understood about the State Street story, and what would you do to help change that?
Show response
John cited three underappreciated areas: 1) core fee growth (5% investment management ex-market, 2% servicing fee net growth with attractive backlog), 2) NII stability/visibility with deposit optimization opportunities, 3) massive productivity savings already achieved with huge amount still ahead. Ron said he will remain CEO as long as the board and he are confident in his leadership.
Calendar 2025 Q2
it seems like some of the core businesses are doing better, like Charles River quarter-over-quarter, some kind of growth rate you've been uptiering the sales force? Are you still upgrading?
Show response
Ron pointed to guide raise from 3-5% to 5-7% as evidence of structural franchise improvement, and contrasted $145M quarterly sales vs $145M full-year 2020 sales to illustrate the transformation.
did you benefit from [ heightened ] volatility and how you see that going down and NII is at a peak and now you see that going down? I guess, are you overearning the way you look at things or not?
Show response
Mark highlighted FX strategy expansion (Continental Europe, derivatives, privates/hedge funds) beyond just volatility. Ron clarified the spike was primarily an April event. Expect sustained but not Q2-level volatility given diverging central bank policies and geopolitics.
Calendar 2025 Q1
When will we know who the next CFO is?
Show response
Ron gave no specific timeline beyond 'near term' for CFO announcement. Process described as advanced.
How can State Street survive in an environment where there's a global trade war?
Show response
Ron outlined range of scenarios with expense management, investment book flexibility, and ability to pull forward 2026 productivity work. Acknowledged catastrophic scenario limits but emphasized strong positioning.
Calendar 2024 Q4
Can you talk about what you view as your core organic revenue growth rate in the fee businesses
Show response
Ron clarified the 3-5% net guide is really 5-7% gross minus 1% BlackRock rolloff and FX. Detailed the multiyear journey of servicing fee sales growth.
what do you think about a long-term growth rate for core fee growth? And where do you stand within that?
Show response
Ron cited Alpha value proposition, service quality improvements driving retention, and sales force overhaul as three structural drivers supporting sustainable growth.
MSMorgan Stanley10 questions · 7 reporting periods · 3 of 10 challenging
Calendar 2026 Q2
for how much involvement would you have in raising capital? Is it 10%, 20%, 50%?
Show response
Ted declined to give a percentage, saying only that Morgan Stanley's role intermediating the capital would be meaningful.
I was looking for some context around this CapEx AI-driven super cycle
Show response
Ted sized the AI cycle in detail: 2026 data center CapEx near $850 billion versus a $575 billion forecast, and roughly 10%-15% through the cycle.
Calendar 2026 Q1
I am just wondering about the cyber risk and how that may have increased and what extra steps you are taking
Show response
Ted acknowledged increasing ecosystem cyber risk and confirmed MS is permissioned on Claude Mythos preview, emphasizing cyber resiliency as top priority alongside AI's positive potential.
elaborate more on the financing business within trading? I assume that is for both private credit and liquid markets
Show response
Sharon highlighted the stabilizing effect of financing revenues over the past decade. Ted added emphasis on balancing durable financing P&L with activity-based trading revenues.
Calendar 2025 Q4
the trading side is what I think you know, people wonder about it. You've always put a forecast in there, and it doesn't always turn out so correctly. And so how do you think about the trading busi...
Show response
Ted acknowledged trading could be middle innings given elevated asset prices driving notionals, versus earlier innings for IB. Risk of lower performance if deleveraging or recession scare. Emphasized durable share gains and mandate business over moment-to-moment sentiment. Sharon highlighted AI driving capital markets structuring demand and intermediation opportunities.
Calendar 2025 Q3
can you size where we are in the capital market cycle? Like, what inning are we in? Are you over earning, under earning
Show response
Ted declined a simple innings analogy, saying typical economic cycle framework may not apply. Cited pent-up supply from pandemic era, AI-driven cost defusion needs, and regulatory decompression. Compared to mid-90s or mid-00s. Cautioned on geopolitical uncertainty, K economy, and private capital liquidity risks. 3-5 year favorable outlook with intermittent pauses.
Calendar 2025 Q2
how do you see that trend, where it's been, where it's going? And how much lending do you do through your capital markets business
Show response
Ted believes regulatory normalization will allow big banks to reclaim core lending share ceded over 15 years. Private credit is institutionalized at $2T+ but banks can compete more on corporate product.
Calendar 2025 Q1
At what point does the uncertainty go on for so long as to kill off the recovery?
Show response
Ted acknowledged the question is the key one. Described weighty issues around industrial policy and America's global positioning. Expects more clarity by midyear. Still on pause, not delete.
Calendar 2024 Q4
So you said the best backlog in seven years was that for mergers or all investment bank?
Show response
Ted clarified the seven-year high was largely the M&A number globally, then expressed optimism for a full corporate finance cycle resembling 1990s activity.
how much are your backlogs up? Is our backlog a record? I'm not hearing record backlogs anymore here, up, but not record
Show response
Ted confirmed M&A pipelines at seven-year highs, noting some dependency on regulatory clarity from the new administration and cross-border dynamics.
NTRSNorthern Trust9 questions · 6 reporting periods · 6 of 9 challenging
Calendar 2026 Q2
some talk about net new assets really getting a lift from some of the IPOs that they've done.
Show response
Fox acknowledged the structural difference versus bank-attached wealth managers but noted they still capture wealth via early banking relationships with executives.
Calendar 2026 Q1
why now do you look to increase the wealth producers? And what's your pitch? Because I think every -- literally every large bank, large brokerage firm is looking to expand wealth at this time. What...
Show response
O'Grady acknowledged producer headcount grew slower than the business over recent years. Differentiated pitch: excellent brand, upper-tier market positioning, family office solutions as unique offering combining full resources with fiduciary history. Different model that attracts professionals wanting to apply expertise at the highest level.
you're still guiding for 100 basis points of operating leverage this year, but you had over 700 basis points of operating leverage in the first quarter. Is the reason for no change in that guide ju...
Show response
O'Grady noted tough comps ahead from strong Q2-Q4 2025, and uncertainty about macro environment going forward. Plan is to generate more productivity to fund growth investments without changing expense growth profile. Fox added direction of travel on expenses is down for the remainder of the year.
Calendar 2025 Q4
What is it about now that gives you the confidence to increase your pretax return targets?
Show response
O'Grady cited three factors: mix shift toward higher-margin wealth/AM, AI-driven productivity at 4-5% of expense base making AS more scalable, and strong capital position with regulatory clarity. Confirmed board takes fiduciary duties seriously but strategy is organic independence.
Calendar 2025 Q3
under what circumstances would you say, you know what? The the custody business you know, maybe you should downsize even more or disinvest
Show response
O'Grady argued digital assets, tokenization, and AI make activities more scalable without needing absolute size. Private capital processing only ~25% straight-through currently, targeting 50-75% via AI. Performance must be demonstrated through improving margins.
Why can you win in in tech and AI if you don't spend as much money?
Show response
O'Grady emphasized differentiation over spending, with focus on specific segments (US/UK pensions, GFO, hedge funds) where overall package including service model and fiduciary commitment resonates. Not competing in every segment globally.
Calendar 2025 Q2
under what circumstance would you consider ridding the custody business because you talked about scalability
Show response
O'Grady gave an extensive response arguing scale comes from segment focus, technology leverage (cloud, AI), and value-chain centralization rather than size. Asset Servicing margins need to reach high 20s from low 20s, then continue to 30s.
Calendar 2025 Q1
family office solutions what do you imagine as the total addressable market?
Show response
O'Grady quantified 300-400 existing clients fitting the UHNW profile, confirmed hiring for quarterback/relationship director roles and technology investment.
what are your thoughts about acquisitions or accelerating the buyback?
Show response
O'Grady said acquisitions are not a current priority, confirming focus on ~100% payout ratio via buybacks. Would consider M&A if strategically compelling.
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 |
|---|---|---|
| C Citigroup | 16 | 38%6 of 16 questions |
| BAC Bank of America | 15 | 27%4 of 15 questions |
| GS The Goldman Sachs Group, Inc. | 15 | 13%2 of 15 questions |
| BNY BNY Mellon | 14 | 43%6 of 14 questions |
| FITB Fifth Third Bancorp | 13 | 54%7 of 13 questions |
| JPM JPMorgan Chase & Co. | 13 | 38%5 of 13 questions |
| PNC PNC Financial Services | 12 | 58%7 of 12 questions |
| TFC Truist Financial | 12 | 58%7 of 12 questions |
| USB U.S. Bancorp | 12 | 75%9 of 12 questions |
| KEY KeyCorp | 11 | 55%6 of 11 questions |
- CCitigroup · 16 questions38%6 of 16 questions
- BACBank of America · 15 questions27%4 of 15 questions
- GSThe Goldman Sachs Group, Inc. · 15 questions13%2 of 15 questions
- BNYBNY Mellon · 14 questions43%6 of 14 questions
- FITBFifth Third Bancorp · 13 questions54%7 of 13 questions
- JPMJPMorgan Chase & Co. · 13 questions38%5 of 13 questions
- PNCPNC Financial Services · 12 questions58%7 of 12 questions
- TFCTruist Financial · 12 questions58%7 of 12 questions
- USBU.S. Bancorp · 12 questions75%9 of 12 questions
- KEYKeyCorp · 11 questions55%6 of 11 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 | 24 | 25%6 of 24 questions | 12 |
| 2025 Q1 | 24 | 63%15 of 24 questions | 13 |
| 2025 Q2 | 19 | 47%9 of 19 questions | 12 |
| 2025 Q3 | 17 | 53%9 of 17 questions | 11 |
| 2025 Q4 | 21 | 57%12 of 21 questions | 13 |
| 2026 Q1 | 28 | 54%15 of 28 questions | 13 |
| 2026 Q2 | 20 | 25%5 of 20 questions | 13 |
| 2026 Q3 | 10 | 20%2 of 10 questions | 4 |
- 2024 Q424 questions · challenge rate 25% (6 of 24 questions) · 12 companies
- 2025 Q124 questions · challenge rate 63% (15 of 24 questions) · 13 companies
- 2025 Q219 questions · challenge rate 47% (9 of 19 questions) · 12 companies
- 2025 Q317 questions · challenge rate 53% (9 of 17 questions) · 11 companies
- 2025 Q421 questions · challenge rate 57% (12 of 21 questions) · 13 companies
- 2026 Q128 questions · challenge rate 54% (15 of 28 questions) · 13 companies
- 2026 Q220 questions · challenge rate 25% (5 of 20 questions) · 13 companies
- 2026 Q310 questions · challenge rate 20% (2 of 10 questions) · 4 companies
Topics
Topics tagged on this analyst’s questions.
- Competitive Dynamics49
- Revenue Growth33
- Margin29
- Demand24
- M&A20
- Cloud & AI19
- Capital Allocation16
- Macroeconomic16
- Cost Pressure15
- Credit14
Show all 19 topics
- Regulation Policy13
- Guidance Reliability11
- Innovation & R&D9
- Trade Tariffs9
- Geographic Expansion8
- Capex Investment7
- Pricing3
- Labor Market2
- Supply Chain1