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Analyst
Kirk Materne
Period: Reporting periods mapped to calendar 2024 Q4 – 2026 Q3 (8 quarters).
- Questions
- 64on tracked calls
- Challenge rate
- 3%2 of 64 questions
- Companies
- 14questioned 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 64 of 64 questions from 14 companies
WDAYWorkday, Inc.9 questions · 7 reporting periods · 1 of 9 challenging
Calendar 2026 Q3
Is AI crowding out some of your other products at this point in time?
Show response
Aneel argued AI wins new logos and fits existing AI budgets, but consumption-based products delay the revenue impact by months to a year.
Calendar 2026 Q1
Does that reflect, I guess, just your general view that some of the agentic offerings are going to take a little while to sort of make their way into your account base
Show response
Aneel expressed optimism about beating the guide and noted agentic revenue is more second-half weighted. Zane confirmed guide hasn't changed materially from 90 days ago. Rob's Q4 deal elongation noted but most deals remain in pipeline. Flex Credits also more of a second-half motion.
Calendar 2025 Q4
what are the mechanisms that you guys have of a customer? Were to have to lay out people to be able to keep growing ACV with them
Show response
Carl explained multiple offset mechanisms: expanded portfolio of AI/acquired products (Evisort, HiredScore, Sana, Paradox, Flowise), annual true-ups with floors and minimums, and platform consolidation driving higher total cost of ownership value. Net headcount across customer base is still up YoY.
Calendar 2025 Q3
are there any cross currents out there that are sort of offsetting that relative to what you would have thought maybe at the beginning of the year
Show response
Carl reiterated two watch areas from Q1: international (no blowback seen) and SLED (state/local seeing headwinds from funding uncertainty, higher ed under pressure from lost federal funding). Overall environment described as 'the new norm' consistent for last year.
there's a little bit of a ramp from 3Q to 4Q. Can you just remind us kind of what's embedded in that
Show response
Zane cited Paradox contribution and DIA contract deliverables tracking nicely. Carl added the year is playing out exactly as expected with slower Q1/Q2, building momentum into second half with known tailwinds.
Calendar 2025 Q2
what are you seeing in your either your pipeline or your backlog that gives you the confidence to sort of reiterate the full year guide
Show response
Carl cited AI ACV doubling, 30%+ full suite wins, 20%+ partner contribution, and federal momentum. Zane added Q1 beat expectations, FX shifted from $20M headwind to $10M tailwind, and product deliverable revenue building into H2.
Calendar 2025 Q1
are you guys expecting much contribution from some of the agent revenue or some of the agents that you've put out over the last six months
Show response
Zane clarified agent revenue is not a meaningful contributor to FY26 guide. FX is ~$20M incremental headwind. Carl listed Recruiting Agent, Extend Pro, Evisort, and Talent Mobility as already contributing, with four new agents expected in H2.
Calendar 2024 Q4
I assume you and Rob are thinking in the same way, so that as we start next year, there's not necessarily any kind of sort of restart
Show response
Carl emphasized 25-30 year relationship with Rob, six months of overlap with Doug, and Rob's existing partner relationships from SAP tenure. Direct reassurance.
can you just talk a little bit more about the deliverable issue in the Q4? And how much of that is also weighing on
Show response
Zane quantified the Q4 revenue impact and explained strategic deals have product deliverables that delay recognition into FY26, contributing ~0.5pp to second-half growth.
IOTSamsara Inc.8 questions · 8 reporting periods · 0 of 8 challenging
Calendar 2026 Q3
does this help speed up the sales cycle, meaning you've talked before about your clients are going
Show response
Sanjit said sales cycles are unchanged since customers still need Phase 1 hardware, but multiproduct attach lifts ROI. Direct.
Calendar 2026 Q2
can you just talk about how a deal like that comes about? Is it a little bit of a different sales cycle?
Show response
Sanjit described the software-only Hertz deal as maintenance-led given Hertz's roughly 0.5 million-vehicle fleet, with hardware expansion opportunity over time.
Calendar 2026 Q1
if you could just sort of unpack some of that strength, whether it's primarily multiproduct attach
Show response
Dominic answered directly: strength weighted toward existing-customer expansions and multiproduct adoption, plus emerging products.
Calendar 2025 Q4
when your customers are thinking about their budgets next year, are they thinking about apportioning part of that
Show response
Sanjit said Samsara sells into the operations budget, not a discrete AI budget, but AI is a nice tailwind helping articulate ROI on safety and efficiency.
Calendar 2025 Q3
Are you doing anything in terms of spiffs, uncertain project or products, or, you know, specialized sales reps?
Show response
Sanjit described generalist reps backed by sales engineers and specialists, with SPIFF and specialist experimentation over time.
Calendar 2025 Q2
can you talk a little bit about whether just AI in general is coming into the conversations with your clients?
Show response
Sanjit said all customers are interested in AI as transformational, but focused on clear, fast ROI applied to their operations.
Calendar 2025 Q1
are there any verticals in particular that are structurally more in line with there's just an opportunity to be bigger
Show response
Stand-in Pete Burkly on for Kirk Materne. Sanjit cited construction and food & beverage traction and broad low penetration; Dominic ruled out formal verticalized sales in FY26 outside public sector.
Calendar 2024 Q4
I was wondering just about some of the newer products specifically designed for Europe.
Show response
Sanjit said ~80% of use cases are similar across verticals, with ~20% needing partnerships, integrations, or feature tweaks.
SNOWSnowflake Inc.8 questions · 8 reporting periods · 0 of 8 challenging
Calendar 2026 Q3
how we should think about you know, what portion of the acceleration is coming from these newer products
Show response
Sridhar quantified AI products at roughly half the acceleration, with the balance from notebooks, Streamlit apps, and faster migrations.
Calendar 2026 Q2
how does that sort of change your customers' ability to get more data out of the platform at a faster rate
Show response
Sridhar described CoCo as a general-purpose coding agent specialized for Snowflake that accelerates migrations and agent creation, makes the go-to-market team AI-native with realistic demos, and drives >95% internal adoption in services/SRE teams.
Calendar 2026 Q1
How does Observe fit into that topography? And what were you seeing in the market
Show response
Sridhar framed Observe as a natural, far-more-efficient extension into the $50 billion observability market.
Calendar 2025 Q4
are you landing with more products now? Meaning, is it still landing with the core data warehouse and then expanding
Show response
Sridhar said Snowflake Intelligence and OpenFlow widen the landing surface beyond the core warehouse.
Calendar 2025 Q3
how did you sort of contemplate some of these newer products in the guide for 3Q?
Show response
Mike said new products outperformed with only modest amounts in the forecast; guidance is consumption-based.
Calendar 2025 Q2
I was wondering if you could just dive in a little bit on the comment around Snowpark and Dynamic Tables outperforming.
Show response
Sridhar said it is both product and go-to-market, with Iceberg and connectors widening the data scope.
Calendar 2025 Q1
what's the best way to interpret these announcements in terms of where the center of gravity from a data perspective lives?
Show response
Sridhar positioned Snowflake as the central data repository with bidirectional partnerships across ServiceNow, Salesforce and SAP.
Calendar 2024 Q4
Can you just talk about what that means for consumption on Snowflake data platforms
Show response
Sridhar said value drives consumption and agents will drive meaningful AI consumption over time.
CRMSalesforce, Inc.7 questions · 7 reporting periods · 1 of 7 challenging
Calendar 2026 Q3
I would love to understand how you and Miguel are going to be taking this product to the field
Show response
Benioff described Claudeforce as the number one AI meeting the number one CRM, powered by the new AI Force harness, and noted senior sales leaders had already demoed it to top customers in Europe this quarter. Milano said Salesforce is rolling it out across the whole company and taking it to GA in September at Dreamforce, and that it will work hand-in-hand with Anthropic sales executives.
Calendar 2026 Q2
Can you talk about Slack being potentially sort of a gate for broader agentic adoption in your customer base
Show response
Milano highlighted Slack bookings and net new AOV booming with minimal attrition. Tallapragada noted 3 million custom apps built on Slack in Q1 (8x quarter over quarter) including 250 thousand AI agents. Benioff projected Slack is on track to become a $10 billion cloud.
Calendar 2026 Q1
there is continued concern that those providers might become more competitive with you over time
Show response
Marc acknowledged models could become platforms but emphasized Salesforce delivers enterprise context, security, and reliability that model providers alone cannot provide.
Calendar 2025 Q4
how does Salesforce monetize in that kind of situation? And I was wondering if you could just touch upon that
Show response
Miguel detailed the full pricing portfolio from seat-based to AELA enterprise agreements to flex credits, with 362 refill customers proving consumption flywheel works.
Calendar 2025 Q3
I was kinda curious just as your view of whether the mid market become more of a source of durable growth for you all
Show response
Marc detailed a five-segment strategy from SMB to government, while Miguel cited 20% AE growth with disproportionate investment in fast-growing low-end segments.
Calendar 2025 Q1
is Agentforce having a bit of a halo effect around some of your other products
Show response
Brian confirmed the halo effect with Lennar example of after-hours lead handling flowing into Salesforce automation, reinforcing the apps-data-agents trinity message.
Calendar 2024 Q4
how far along are your customers in terms of having their data in order so that they can get value from Agentforce
Show response
Millham said timeline varies by customer data readiness: weeks for those with strong data architecture, up to six months for those with siloed data. All customers want to move faster.
INTUIntuit7 questions · 6 reporting periods · 0 of 7 challenging
Calendar 2026 Q3
does that cut into your ability to take price in the assisted market?
Show response
Sasan argued assisted and DIY are structurally different markets: assisted customers want someone to own the review, signature and accountability, which Intuit delivers via a virtual expert platform that scales humans with AI at competitive prices. DIY is being repriced because Intuit lost quality customers to low-cost providers, but those customers can be monetized across the consumer platform (TurboTax plus Credit Karma ARPC is roughly 2x) and grown into TurboTax Live over time.
Calendar 2026 Q2
can you just talk about what you are seeing with AI, whether it is with your tools or competitors
Show response
Sasan argued 88% of the TAM wants human delegation for high-stakes tax liability, regardless of software quality. Noted spend on tax experts has gone up over the last 5 years. For businesses, running operations is mission-critical and cannot be replaced by generic LLMs.
can you just talk about Mailchimp? What rightsizing means in terms of the drag on the overall sort of GBS business
Show response
Sandeep explained they are running Mailchimp for profitability like the desktop business, taking cash flow and reinvesting in growth engines or returning to shareholders. Current M&A market for software makes a sale unattractive.
Calendar 2025 Q4
Can you just give us a little bit more color on if there's any sort of revenue share as part of this deal?
Show response
Sasan detailed three buckets: experience (personalized in ChatGPT), data/models (unchanged privacy, customer data stays in Intuit's four walls), and economics (no revenue share). Access to OpenAI frontier models.
Calendar 2025 Q3
the double-digit guide for next year against what are very tough comps seems to give some indication that you guys feel good about how that's sort of operating
Show response
Sasan cited share gains from data/AI investments, investment in less cyclical areas (insurance, prime customers, money), and Credit Karma's strategic role as consumer platform for year-round engagement.
Calendar 2025 Q2
are you starting to see more opportunities like that where you can go and reclaim customers that might have left the ecosystem six, twelve months ago
Show response
Sasan noted the 18-entity title company was word-of-mouth driven. Starting to happen more but still small part of growth. Main focus remains existing base and accountant partners.
Calendar 2025 Q1
just wondering if you could talk a little bit about just the SMB or the small business environment
Show response
Sasan noted small businesses have profits and cash flows up YoY. Mid-market customers are leaning into digitization for growth.
ADBEAdobe Inc.5 questions · 4 reporting periods · 0 of 5 challenging
Calendar 2026 Q3
net new ARR was down 36% to 37% year over year. And I just wanted to get a sense of some of the drivers.
Show response
Anil attributed the net-new-ARR decline to the intentional freemium funnel and timed ARR conversion rather than seat-volume softness.
Calendar 2026 Q2
how do you get comfortable on sort of the long term economics in terms of lifetime value?
Show response
David argued freemium converters show higher engagement and usage than direct-to-paid users, translating to stronger lifetime value.
Calendar 2025 Q2
walk through sort of the initial reaction to the change on, you know, the Creative Cloud Pro
Show response
David outlined the p*q+v monetization model. Dan noted core creative subscription revenue accelerated from 7.9% to 10.1% over four quarters. Rollout happens on renewal cycles.
Calendar 2024 Q4
obviously, Black Monday fell into your first quarter, this current year. Any color you can offer in terms of what that meant, if at all, to create a cloud net new ARR this quarter
Show response
Dan said performance was as expected, noting the multiyear trend of commercial activity shifting earlier. Online shopping up 8.4% YoY vs 4.8% last year, with Cyber Monday at 7.3% growth.
is there pricing sensitivity, meaning you're delivering so much value. I think that pricing given the value you're delivering, would be a bigger lever
Show response
David explained price sensitivity at the low end (Express, Lightroom) while core creative will see more tiering and value-aligned pricing. Enterprise already doing value-based selling. Balance is a management judgment call.
Show 8 more companies
TYLTyler Technologies5 questions · 4 reporting periods · 0 of 5 challenging
Calendar 2026 Q2
Have sort of the broader discussion of AI slowed any discussions on flips or on some of your products
Show response
Moore answered directly: no meaningful impact on the core business, though the public sector market moves slower.
the margin front going into the back half of the year, Anything we should be sort of aware of in terms of hiring plans
Show response
Miller confirmed no change to spending, guided to full-year margin expansion, and noted unquantified one-time items in the quarter.
Calendar 2025 Q4
There's obviously a lot of discussion about seats versus consumption. We'd love to hear the feedback you guys have gotten so far, realizing it's early.
Show response
Lynn said no seat-based AI pricing planned, using SaaS model focused on ROI. Brian updated deconstructed SaaS growth for 2026: ~13% from prior bookings, ~5% from 2026 bookings (new logos, cross-sell, upsell), ~3% from flips.
Calendar 2025 Q3
how are you envisioning discussing sort of pricing for AI functionality with your clients?
Show response
Lynn said some AI will be separately monetized based on ROI (agentic/digital workforce), while other AI improvements will elevate product bundles competitively rather than as separate modules.
Calendar 2025 Q1
What's the leading indicator you're looking at just in terms of sort of the health of the business?
Show response
Lynn cited elevated and steady RFP/demo activity as key leading indicators, with macro impact limited to the margin rather than fundamental demand changes.
DDOGDatadog4 questions · 2 reporting periods · 0 of 4 challenging
Calendar 2026 Q1
Are your partner relationships in place to take advantage of this? I realize it will be a long-term opportunity
Show response
David confirmed they invested ahead of certifications in both reps and channel partners, acknowledging more investment is needed but pipeline-building is well underway.
I was wondering if you could just give some thoughts on the idea of sort of security for agents
Show response
Olivier described two angles: building automation guardrails for Datadog's own agents, and integrating security across the full platform rather than point solutions. Noted more announcements expected at DASH conference.
Calendar 2025 Q1
how you think about that perhaps longer term relative to where your margins are today versus where they could be
Show response
Obstler noted current AI gains are reinvested in making existing headcount more productive; longer term efficiency gains possible.
I was curious if you're seeing inferencing come into the equation in a bigger way
Show response
Pomel clarified AI native usage is mostly customer-facing inference workloads, not training, as training is largely homegrown.
ORCLOracle Corporation4 questions · 4 reporting periods · 0 of 4 challenging
Calendar 2026 Q3
Can you just help us understand the business model around that?
Show response
Mike said the model is all of the above, pure AI data platform consumption, use with applications, or in concert with OCI, and it pulls in any data source, aided by forward-deployed engineers.
Calendar 2026 Q2
you are about 12% of RPO is not related to these types of deals, and when you look at the pipeline
Show response
Clayton declined to forecast the exact BYOH/prepaid mix given rapidly evolving business models; Hillary clarified the $70 billion net CapEx excludes $20-25 billion of prepayments.
Calendar 2025 Q1
are you now starting to see the demand for those technologies or those functionality that agents are bringing starting to have an impact
Show response
Larry detailed AI agents in healthcare (clinical documentation, prior authorization) as competitive differentiators driving system-level wins. Safra added Fusion apps have dozens of embedded agents.
Calendar 2024 Q4
Can you just talk about your line of sight in terms of capacity coming online, so that you all can recognize some of the revenue that's associated with the demand
Show response
Safra confirmed significant capacity coming online in H2, expected to convert RPO to revenue. Also expects RPO to spike in Q3 and year-end from new large contracts including Meta.
MSFTMicrosoft Corporation2 questions · 2 reporting periods · 0 of 2 challenging
Calendar 2026 Q1
can you just talk a little bit about the change in the OpenAI agreement, if there's anything we should be aware of
Show response
Satya emphasized royalty-free frontier model IP access through version 32, the customer relationship, and equity value. Amy highlighted revenue share predictability through 2030 and the elimination of their rev share obligation to OpenAI.
Calendar 2025 Q1
the upside in Azure came from the non-AI services this time around
Show response
Hood pointed to enterprise-segment acceleration and some improvement in the scale motion, while admitting more work remains in that channel.
NOWServiceNow2 questions · 2 reporting periods · 0 of 2 challenging
Calendar 2025 Q3
how important is it to be able to talk about AI and workflow from an industry context, meaning you all obviously have specialization in areas like government, financial services.
Show response
Bill emphasized customers demand cold industry expertise with specific business process understanding. ServiceNow uses its own AI platform to prepare sellers. Amit added industry-specific data models and prepackaged agentic flows for retail, manufacturing, healthcare, financial services, and telecom.
Calendar 2025 Q1
can you just talk a little bit about the customer feedback on the AgenTek technologies that you released under Yokohama thus far? And specifically just on the consumption pricing aspect of that.
Show response
Amit cited Adobe using the agentic platform for lead management with orchestration and agent-to-agent integration. Consumption priced as hybrid, subscription purchase with capacity burn-down. Feedback very positive with hundreds of customers engaged.
MDBMongoDB, Inc.1 question · 1 reporting period · 0 of 1 challenging
Calendar 2026 Q3
when you land a new customer with these products, are they coming in and experimenting first and then scaling quickly?
Show response
CJ said time-to-value is weeks because fewer systems are involved, with dedicated search nodes then driving consumption growth.
PATHUiPath Inc.1 question · 1 reporting period · 0 of 1 challenging
Calendar 2025 Q1
how would you characterize UiPath's competitive advantage and right to win in this category
Show response
Chirag Ved (on for Kirk Materne) asked about competitive positioning; Dines outlined a three-part strategy: enhancing existing deployments, an open approach supporting third-party frameworks to avoid lock-in, and verticalized agents.
VEEVVeeva Systems Inc.1 question · 1 reporting period · 0 of 1 challenging
Calendar 2025 Q1
any potential risk in terms of the amount of consultants needed to help your clients move on to Vault CRM
Show response
Peter said Veeva flexes utilization rather than hiring/firing. Partners like Accenture can scale. Data migration investment is heavily automated.
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 |
|---|---|---|
| WDAY Workday, Inc. | 9 | 11%1 of 9 questions |
| IOT Samsara Inc. | 8 | 0%none of 8 questions |
| SNOW Snowflake Inc. | 8 | 0%none of 8 questions |
| CRM Salesforce, Inc. | 7 | 14%1 of 7 questions |
| INTU Intuit | 7 | 0%none of 7 questions |
| ADBE Adobe Inc. | 5 | 0%none of 5 questions |
| TYL Tyler Technologies | 5 | 0%none of 5 questions |
| DDOG Datadog | 4 | 0%none of 4 questions |
| ORCL Oracle Corporation | 4 | 0%none of 4 questions |
| MSFT Microsoft Corporation | 2 | —Rate withheld: fewer than 3 questions |
- WDAYWorkday, Inc. · 9 questions11%1 of 9 questions
- IOTSamsara Inc. · 8 questions0%none of 8 questions
- SNOWSnowflake Inc. · 8 questions0%none of 8 questions
- CRMSalesforce, Inc. · 7 questions14%1 of 7 questions
- INTUIntuit · 7 questions0%none of 7 questions
- ADBEAdobe Inc. · 5 questions0%none of 5 questions
- TYLTyler Technologies · 5 questions0%none of 5 questions
- DDOGDatadog · 4 questions0%none of 4 questions
- ORCLOracle Corporation · 4 questions0%none of 4 questions
- MSFTMicrosoft Corporation · 2 questions—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”.
| Calendar period | Questions | Challenge rate | Companies |
|---|---|---|---|
| 2024 Q4 | 8 | 0%none of 8 questions | 6 |
| 2025 Q1 | 13 | 0%none of 13 questions | 12 |
| 2025 Q2 | 5 | 0%none of 5 questions | 5 |
| 2025 Q3 | 8 | 0%none of 8 questions | 7 |
| 2025 Q4 | 6 | 0%none of 6 questions | 6 |
| 2026 Q1 | 7 | 14%1 of 7 questions | 6 |
| 2026 Q2 | 9 | 0%none of 9 questions | 7 |
| 2026 Q3 | 8 | 13%1 of 8 questions | 8 |
- 2024 Q48 questions · challenge rate 0% (none of 8 questions) · 6 companies
- 2025 Q113 questions · challenge rate 0% (none of 13 questions) · 12 companies
- 2025 Q25 questions · challenge rate 0% (none of 5 questions) · 5 companies
- 2025 Q38 questions · challenge rate 0% (none of 8 questions) · 7 companies
- 2025 Q46 questions · challenge rate 0% (none of 6 questions) · 6 companies
- 2026 Q17 questions · challenge rate 14% (1 of 7 questions) · 6 companies
- 2026 Q29 questions · challenge rate 0% (none of 9 questions) · 7 companies
- 2026 Q38 questions · challenge rate 13% (1 of 8 questions) · 8 companies
Topics
Topics tagged on this analyst’s questions.
- Cloud & AI28
- Demand24
- Revenue Growth16
- Competitive Dynamics16
- Product Launch11
- Pricing7
- Subscriber Growth5
- Guidance Reliability5
- Macroeconomic5
- Margin3
Show all 18 topics
- Innovation & R&D3
- Capex Investment2
- M&A2
- Cost Pressure2
- Capital Allocation1
- Regulation Policy1
- Supply Chain1
- Geographic Expansion1