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Analyst
Kash Rangan
Period: Reporting periods mapped to calendar 2024 Q3 – 2025 Q4 (6 quarters).
- Questions
- 40on tracked calls
- Challenge rate
- 10%4 of 40 questions
- Companies
- 12questioned at least once
- Reporting periods
- 6with 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 40 of 40 questions from 12 companies
TEAMAtlassian5 questions · 5 reporting periods · 0 of 5 challenging
Calendar 2025 Q3
I wonder if, Mike, you can talk about the playbook -- the clean playbook for cloud migration in the years ahead
Show response
Mike cited removal of technical barriers, innovation delivery, and Fast Shift program. Doubled migration seats YoY. Cloud raised. Customers in every geography and industry already migrated provides confidence.
Calendar 2025 Q2
what are the things that are potential inflection points in the business? How do you go about achieving them?
Show response
Joe reaffirmed 20% CAGR commitment citing multiple growth levers. Mike highlighted Teamwork Collection exceeding expectations with major automotive and chip company wins citing AI as a core reason for moving.
Calendar 2025 Q1
curious if you can talk about the effect of tariffs on your customers' businesses
Show response
Mike dismissed tariff concerns citing business health, diverse customer base, and enterprise now 40%+ of sales. Said Brian Duffy doing an excellent job after three months.
Calendar 2024 Q4
How do we rationalize the price increase in return for the value that the customer is getting from Atlassian?
Show response
Mike framed pricing as value-driven with R&D improvements far exceeding price increases. Consumption pricing already present across several areas and will feather in over time.
Calendar 2024 Q3
What are the proof-points that you can offer to us that AI, contrary to a lot of fears of Wall Street
Show response
Mike provided concrete data on AI adoption rates and customer behavior, directly addressing seat cannibalization concerns with evidence of increased engagement.
WDAYWorkday, Inc.5 questions · 4 reporting periods · 0 of 5 challenging
Calendar 2025 Q4
If you were to rebuild a company on an AI native stack, an HCM company, AI native stack today, what would that functionality be able to do
Show response
Garrett outlined core AI requirements: vast domain data, strong data semantics and models, formal business process descriptions, and target outcome specification. Argued Workday uniquely has all of these with 50-75M users, 70,000 core business processes, and clean unified data model. Sana added as AI experience layer on top.
Calendar 2025 Q3
there is the notion that AI start-ups are going to be able to at the flick of the wrist, create software magically, HCM software, create HCM software, boom, it creates it boom, you've got a product...
Show response
Carl argued Workday's entrenched position (11,000+ customers, 65% Fortune 500, high-90s gross retention) makes it a go-to AI provider, not a disruption target. 70%+ of customers already on Illuminate, 30% of base deals include AI SKU, 70%+ of net new include AI.
Sam Altman's post saying that they're getting into SaaS, what do you make of that
Show response
Carl dismissed the concern, noting that AI is software and Workday is leaning heavily into it. Did not see OpenAI's SaaS ambitions as a specific competitive threat.
Calendar 2025 Q1
what is the health of that renewal base look like, especially in a world with AI, without AI that there is workforce reductions happening
Show response
Carl noted 30% AI SKU attach rate for second straight quarter, with Recruiting Agent and Extend Pro both nearly doubling QoQ. Zane confirmed renewal baseline growth for FY26 is similar to prior year. Create-and-close momentum was strongest all year.
Calendar 2024 Q4
as the numbers get bigger, it -- I guess, the margin becomes a little bit harder to maintain the same growth rate. So are we building in any inflection point
Show response
Carl cited AI momentum (Recruiter Agent, Talent Optimization, Extend Pro), partner ecosystem growth, federal push, full suite adoption at 35%, and medium enterprise expansion as growth vectors.
INTUIntuit4 questions · 4 reporting periods · 0 of 4 challenging
Calendar 2025 Q4
Is there a break in that pattern that explains this performance and that you since you're getting going with IES
Show response
Sandeep attributed services deceleration to pricing lap across payments and payroll. Core momentum remains strong with charge volumes 18% (29% including bill pay). Innovation driving future platform adoption.
Calendar 2025 Q3
Can you give us a primer on how is the go-to-market engine of QuickBooks and other products that do depend upon ads, Internet ads works in this new era?
Show response
Sasan noted low reliance on search (<15% of traffic). Three go-to-market dimensions: one-to-many campaigns, one-to-one mid-market sales, and platform cross-sell. Sandeep added AI traffic converts at order of magnitude better rate.
Calendar 2025 Q2
what do you think is the pricing power of Intuit Inc., especially in the small and medium business space? And how resilient is the Intuit Inc. business?
Show response
Sasan cited 90%+ recurring revenue, mission-critical positioning, and low-cost disruptor status in assisted tax and mid-market as resilience factors.
Calendar 2025 Q1
What is your dream scenario? What would make you ecstatic as to the outcome of QBO Advanced?
Show response
Sasan outlined $100B mid-market TAM, expects business group to grow 15-20% with online as largest driver. Mid-market to be 10-year growth driver.
MSFTMicrosoft Corporation4 questions · 4 reporting periods · 1 of 4 challenging
Calendar 2025 Q3
There's talk that another hyperscaler came in and took away the business that was rightfully Microsoft's
Show response
Nadella said Microsoft says no to demand that's too concentrated by customer, location or skew; single-meter AI accelerator-only demand does not fit the fungible fleet strategy.
Calendar 2025 Q2
how should we think about the shape of the curve of CapEx vis-a-vis Azure growth rate in the years ahead
Show response
Hood anchored capex to the contracted backlog and said she won't pick a 'crossover date'; demand improving faster than supply, focus is on building capacity and winning share.
Calendar 2025 Q1
You’ve said in the past that you can attain better and better capital efficiency with the Cloud business
Show response
Hood said AI margins are better at this stage than the server-to-cloud transition; Nadella framed hyperscale as a software efficiency business over time.
Calendar 2024 Q3
Where are the products and the applications that will show up on the Microsoft P&L
Show response
Satya said the ~$10 billion AI run rate is already all inference across enterprise and first-party products like GitHub Copilot and M365 Copilot, not raw GPU sales.
NOWServiceNow4 questions · 4 reporting periods · 0 of 4 challenging
Calendar 2025 Q3
What are your thoughts on that, Bill, going forward as you really try to institutionalize the adoption of Agentic technology in your ecosystem?
Show response
Bill explained that customers are killing proof-of-concept experiments and coming to ServiceNow for integrated workflows. Getting customers live in weeks not years. Amit added 100+ prepackaged agentic workflows and forward-deployed AI black-belt engineers for co-innovation.
Calendar 2025 Q2
I'm curious to get your thoughts on what is at the end of the day, the core asset of ServiceNow that will allow the company to prosper in the world of AI when there is great unknowns about what is ...
Show response
Bill cited enterprise complexity as ServiceNow's moat, trillions of transactions, compliance, regulatory environment, and six decades of enterprise understanding. Predicted hyperscalers will lean more into ServiceNow as partners, not less.
Calendar 2025 Q1
What does that technology allow ServiceNow to execute on that you couldn't do with the platform follow-up how is the sales playbook changing, particularly at a time when when the end customers are ...
Show response
Amit explained Moveworks adds 500 AI engineers, unified user experience with enterprise search, and requester capabilities complementing ServiceNow's fulfiller strength. Bill noted pipeline remains strong and CEOs are asking for speed above all else.
Calendar 2024 Q4
Can you talk a little bit more about your decision to do a hybrid consumption and subscription? And the reason behind your confidence that you can walk both those tracks very well. And Gina, if you...
Show response
Bill explained the hybrid model lets customers start with predictable subscription then scale via consumption as agentic AI delivers ROI. Gina confirmed the 20% CC guide prudently factors in the consumption transition and federal back-weighting, and growth would be higher without those factors.
ADBEAdobe Inc.3 questions · 2 reporting periods · 0 of 3 challenging
Calendar 2025 Q2
Is there any evidence at all that you can point to with your DDOM or maybe other sources that the push towards AI
Show response
Shantanu cited three vectors: $0-$250M new AI products, DX usage metrics (campaigns, engagement, AEP transactions), and creative generation volumes (24B cumulative) showing underlying adoption.
Calendar 2025 Q1
how do you feel your customer base is going to behave? Is everything going to be on track
Show response
Shantanu noted Adobe has a diverse business, seasoned management team, and tariffs do not impact Adobe like other businesses. Reaffirmed guidance assuming current macro.
where is your conviction on how truly incremental AI can be for your growth?
Show response
Shantanu drew parallel to cloud transition, said all three customer groups will see TAM acceleration from AI. Believes AI is clearly a tailwind, not a disruption.
Show 6 more companies
CRMSalesforce, Inc.3 questions · 3 reporting periods · 2 of 3 challenging
Calendar 2025 Q3
how defensible is SaaS, particularly the category that you're in within SaaS? Against disruption from AI native apps
Show response
Marc argued SaaS is being extended not replaced, citing humans and agents working together at Salesforce with 1.5M agent and 1.5M human conversations over nine months.
Calendar 2025 Q2
So what is holding the enterprise back What are your view as somebody that led the cloud cycle
Show response
Marc explained enterprise data governance constraints slow adoption versus consumer AI, which is exactly why the Informatica acquisition matters for data harmonization.
Calendar 2025 Q1
Can the SaaS tech stack that you built and pioneered, how does that fit into the agentic world
Show response
Marc pushed back firmly arguing the apps-data-agents trinity is required, challenged Microsoft to show where they deploy agents at scale, and warned of 'false agents' from competitors.
CRWVCoreWeave, Inc. Class A Common Stock3 questions · 3 reporting periods · 0 of 3 challenging
Calendar 2025 Q3
how far are we away from potentially reaching a point where any disruptions that have nothing to do with your business
Show response
Management said scale will smooth the impact of individual delays over the next 12-24 months but gave no exact timeline; partial.
Calendar 2025 Q2
I'm wondering if you could talk about the renewal of the hyperscaler contracts.
Show response
Management reframed renewals as expansions, noting clients repurchase top-tier infrastructure each cycle; answered directly.
Calendar 2025 Q1
So I think the customer concentration is something that most of us are acutely aware of.
Show response
Management acknowledged large clients dominate but pointed to enterprise expansion via Weights and Biases; partly answered.
DDOGDatadog3 questions · 3 reporting periods · 0 of 3 challenging
Calendar 2025 Q3
how closer are we to the point where you can confidently expand and get your share of the customer wallet when it comes to whether it's training workload, inferencing workload on the GPU clusters
Show response
Pomel clarified GPU monitoring products are in market but not yet generating significant revenue. All reported acceleration is unrelated to GPU monetization, that remains a future opportunity.
Calendar 2025 Q1
Where does it leave Datadog from a product perspective where you can add more consistent value without being optimized
Show response
Pomel noted inference products need to extend down to GPUs and up to agent monitoring, with more announcements expected at DASH.
Calendar 2024 Q4
I'm wondering if I could get your assessment of the disparity between the strong forward-looking indicators
Show response
Pomel and Obstler explained guidance is based on recent usage trends with discount applied, not directly linked to bookings timing.
SNOWSnowflake Inc.3 questions · 3 reporting periods · 1 of 3 challenging
Calendar 2025 Q4
what about the Snowflake Inc. platform is allowing customers to really accelerate their AI journeys?
Show response
Sridhar cited the reduction of data-tool complexity and investments like OpenFlow and Postgres widening the aperture.
Calendar 2025 Q3
at what point are we going to see the AI magic that has taken over the consumer world make its way into the enterprise?
Show response
Sridhar cited Snowflake Intelligence and GPT-5/Anthropic availability as where enterprise AI value is emerging.
Calendar 2024 Q4
the core of the Snowflake Data platform that structured data does not really have a long runway in the world of generative AI
Show response
Sridhar argued analytics flows into ML and AI, giving structured data a long runway.
MDBMongoDB, Inc.2 questions · 2 reporting periods · 0 of 2 challenging
Calendar 2025 Q3
what are folks like Dheeraj doing correctly that is a precursor, if it is, for what is to come in the enterprise.
Show response
Dev again stressed the AI cohort was not material to growth, attributing Q2 strength to large-enterprise workloads acquired over the past year that validate the move upmarket.
Calendar 2025 Q2
can you give us a mark to market on where we are with some other growth initiatives you undertook
Show response
Dev walked through R&D (MongoDB 8.0 fastest-adopted release), the upmarket move (larger deals, higher rep productivity), and awareness/education.
IOTSamsara Inc.1 question · 1 reporting period · 0 of 1 challenging
Calendar 2025 Q3
I'm curious if you expected this level of momentum this early into the launch
Show response
Sanjit said many early buyers were design partners now going bigger, and each product has a multi-quarter revenue ramp they'll keep investing behind.
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 |
|---|---|---|
| TEAM Atlassian | 5 | 0%none of 5 questions |
| WDAY Workday, Inc. | 5 | 0%none of 5 questions |
| INTU Intuit | 4 | 0%none of 4 questions |
| MSFT Microsoft Corporation | 4 | 25%1 of 4 questions |
| NOW ServiceNow | 4 | 0%none of 4 questions |
| ADBE Adobe Inc. | 3 | 0%none of 3 questions |
| CRM Salesforce, Inc. | 3 | 67%2 of 3 questions |
| CRWV CoreWeave, Inc. Class A Common Stock | 3 | 0%none of 3 questions |
| DDOG Datadog | 3 | 0%none of 3 questions |
| SNOW Snowflake Inc. | 3 | 33%1 of 3 questions |
- TEAMAtlassian · 5 questions0%none of 5 questions
- WDAYWorkday, Inc. · 5 questions0%none of 5 questions
- INTUIntuit · 4 questions0%none of 4 questions
- MSFTMicrosoft Corporation · 4 questions25%1 of 4 questions
- NOWServiceNow · 4 questions0%none of 4 questions
- ADBEAdobe Inc. · 3 questions0%none of 3 questions
- CRMSalesforce, Inc. · 3 questions67%2 of 3 questions
- CRWVCoreWeave, Inc. Class A Common Stock · 3 questions0%none of 3 questions
- DDOGDatadog · 3 questions0%none of 3 questions
- SNOWSnowflake Inc. · 3 questions33%1 of 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 Q3 | 2 | 0%none of 2 questions | 2 |
| 2024 Q4 | 5 | 20%1 of 5 questions | 5 |
| 2025 Q1 | 10 | 0%none of 10 questions | 9 |
| 2025 Q2 | 8 | 13%1 of 8 questions | 8 |
| 2025 Q3 | 12 | 17%2 of 12 questions | 11 |
| 2025 Q4 | 3 | 0%none of 3 questions | 3 |
- 2024 Q32 questions · challenge rate 0% (none of 2 questions) · 2 companies
- 2024 Q45 questions · challenge rate 20% (1 of 5 questions) · 5 companies
- 2025 Q110 questions · challenge rate 0% (none of 10 questions) · 9 companies
- 2025 Q28 questions · challenge rate 13% (1 of 8 questions) · 8 companies
- 2025 Q312 questions · challenge rate 17% (2 of 12 questions) · 11 companies
- 2025 Q43 questions · challenge rate 0% (none of 3 questions) · 3 companies
Topics
Topics tagged on this analyst’s questions.
- Cloud & AI24
- Revenue Growth17
- Competitive Dynamics10
- Innovation & R&D7
- Demand6
- Pricing4
- Capital Allocation3
- Macroeconomic3
- Capex Investment2
- Guidance Reliability2
Show all 15 topics
- Trade Tariffs2
- Product Launch1
- Supply Chain1
- Margin1
- Geographic Expansion1