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Analyst

John DiFucci

Guggenheim · covers Technology

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

Questions
35on tracked calls
Challenge rate
11%4 of 35 questions
Companies
9questioned at least once
Reporting periods
9with questions

These figures cover the whole profile: every tracked question, all reporting periods.

How to read these numbers

Challenge rate is the share of questions that pushed back, pressed for specifics or questioned management’s assumptions. It describes how questions were asked on the calls tracked here; it does not measure whether any view turned out to be right.

Rounding. Rates are rounded to whole percentages, so a small share can show as 0% even when some questions were challenging. The count beside each rate is exact; “none of N questions” means no question was challenging.

No questions recorded. “—” means there is nothing to calculate: no questions were recorded for that period on the calls tracked here. It does not mean there was no activity.

Fewer than 3 questions. A company-level rate is withheld when fewer than 3 questions were recorded for that company; the questions are still counted everywhere else.

Small samples. Profiles with fewer than 10 questions are marked Limited sample.

Reporting periods. Questions are grouped by the calendar quarter each company’s fiscal reporting period maps to, not by the date of the call. Periods without a calendar mapping are listed separately under their fiscal label.

Questions asked

Grouped by company, most questions first. Open a company to read its questions, newest reporting period first.

Showing 35 of 35 questions from 9 companies

AKAMAkamai Technologies11 questions · 7 reporting periods · 0 of 11 challenging
AKAM company page →

Calendar 2026 Q2

let's say, a year deal, or whatever it is, when is it that you achieved that profit?

MarginCapex InvestmentTranscript · FY2026 Q2 →
Show response

McGowan said colocation costs come ahead of revenue but accounting straight-lines both; ramp to full profitability is roughly a quarter, up to 5-6 months on the long end.

Calendar 2026 Q1

are you accountable for, for example, higher memory costs if those rise in the future?

Capex InvestmentCloud & AITranscript · FY2026 Q1 →
Show response

Ed said supply chain is secured with all goods expected within twelve months, majority in 2026. Contracts include mechanisms for price changes. Revenue model is set capacity with no usage component, straight committed deal over seven years. Revenue starts as capacity ramps, with partial year in 2026 and 2027, then full run rate for remaining six-plus years. Effectively looks like a subscription despite being consumption-related technology.

OpenAI confirmed they shut down their AI video generation system, Sora. Do you expect that to have any effect on your delivery or compute business forecast?

Show response

Tom said OpenAI has never been an Akamai customer. The partnership with OpenAI is limited to security vulnerabilities, helping define them and protecting customers from associated attacks. No impact on delivery or compute forecast.

Calendar 2025 Q4

with this deal, have you started recognizing revenue yet from that customer?

Show response

Ed clarified the social networking consolidation deal is a different customer from the $200M AI deal. The $200M deal will be fairly even revenue, starting Q4 2026 as GPUs are deployed and customer testing begins. The prior $100M deal from last year started generating some revenue in Q4 2025 and will ramp throughout 2026. Some seasonal variation in compute tied to sports seasons but no major lumpiness.

How much of that fourth quarter restructuring charge of $55 million, was any of that in cash for this quarter?

Cost PressureMarginTranscript · FY2025 Q4 →
Show response

Ed said weaker cash flow was a timing issue from cash receipts, payments, and large year-end tax payments. For the $55M restructuring, a little over half was intangible asset impairments with no cash impact. Severance (less than half) will be paid out in Q1 2026.

Calendar 2025 Q3

Can you just walk us through how you're thinking about the hiring of additional reps for the remainder of this year?

Competitive DynamicsRevenue GrowthTranscript · FY2025 Q3 →
Show response

Tom said transformation will be largely done by beginning of next year. Continued hiring through at least first half of next year for increased hunting capacity in security and compute.

Calendar 2025 Q2

do you think you're seeing an incremental benefit from the exit of some of your CDN peers in recent years

Competitive DynamicsRevenue GrowthTranscript · FY2025 Q2 →
Show response

Tom confirmed four major competitors gone since pre-pandemic. Better pricing environment, improved traffic trends. Looking at mid-single-digit decline going forward with long-term goal of stable delivery revenue.

Calendar 2025 Q1

are you taking steps to really ramp that up to drive growth with new channel partners?

Competitive DynamicsRevenue GrowthTranscript · FY2025 Q1 →
Show response

Tom listed new channel partners: Presidio, WWT, Optiv, GuidePoint, DefenseX, IBM, Deloitte, Macnica, OCD, Accenture, Carso. Ed added 80-90% of new logo acquisition comes through channel, over half of security business is channel-driven.

is this an opportunity to -- through those new channel partners to also sell like your -- the slower-growing parts of security

Competitive DynamicsDemandTranscript · FY2025 Q1 →
Show response

Tom confirmed new customer sales often lead with Guardicore or API security but the whole security platform can then be included and grown. Partners are effective at cross-selling the full portfolio.

Calendar 2024 Q4

the guidance for next year implies 3% growth. And I think there's a 1% of FX headwind, so that's about 4%

Revenue GrowthGuidance ReliabilityTranscript · FY2024 Q4 →
Show response

Ed broke down the path: delivery drag moderating, security maintaining 10% growth from newer products, compute reaccelerating to 20% CAGR led by cloud infrastructure.

Is it as simple as you're utilizing underutilized assets across your network? Or is there something more to it

Show response

Tom cited three advantages: efficient data movement/lower egress, distributed platform for performance, and managed containers in 700+ cities. Ed added four synergies: backbone, operations, engineering, and go-to-market.

ORCLOracle Corporation9 questions · 8 reporting periods · 2 of 9 challenging
ORCL company page →

Calendar 2026 Q3

how should we think about gross margins going forward in addition to operating margins, that whole ecosystem?

ChallengingMarginGuidance ReliabilityTranscript · FY2027 Q1 →
Show response

Hillary framed operating margin as the North Star and said gross margin should flatten as the ramp finishes, but deferred specific guidance to the October investor day.

Calendar 2026 Q2

this is a second question I get a ton of questions on. You have long term targets out there.

Guidance ReliabilityRevenue GrowthTranscript · FY2026 Q4 →
Show response

Hillary gave a full reconfirmation of the long-term CAGR targets, citing the building RPO as support.

You spent a little bit more this quarter on CapEx than we expected.

Capex InvestmentCost PressureSupply ChainTranscript · FY2026 Q4 →
Show response

Clayton attributed the CapEx increase to timing, not component prices, and described pass-through cost mechanisms that protect Oracle's margins when prices rise.

Calendar 2026 Q1

can you talk about what seems to be an underlying momentum building in these businesses? Am I right to be thinking of this

Show response

Mike confirmed halo effect across apps (AI embedded), OCI budget creation for customers, and Sovereign AI pipeline. Doug deferred FY27 CapEx specifics but highlighted decoupling of CapEx from Oracle capital requirements.

Calendar 2025 Q4

Mike, you said applications are gonna accelerate this year. Why the confidence in this business when all your large SaaS peers are seeing just the opposite

ChallengingCompetitive DynamicsCloud & AITranscript · FY2026 Q2 →
Show response

Mike argued Oracle's complete suite strategy (back-office, industry, front-office) with baked-in AI differentiates against best-of-breed competitors. Deferred revenue up 14% vs 11% in-quarter growth supports acceleration thesis.

Calendar 2025 Q3

can you talk about what else, a little more detail about what else is driving these pretty amazing forecasts

Show response

Larry emphasized inferencing demand as much larger than training, with unprecedented calls for any available capacity worldwide. Also highlighted non-AI growth from companies like TIMU.

Calendar 2025 Q2

is Stargate part of the more than 70% growth you expect in IaaS in fiscal 2026

Cloud & AIRevenue GrowthTranscript · FY2025 Q4 →
Show response

Safra clarified Stargate is still forming and existing OpenAI business is relatively small. Larry added that if Stargate materializes as advertised, RPO growth is understated.

Calendar 2025 Q1

Those 40, I guess, does that get you there for that? And when -- like when do those 40s get deployed?

Cloud & AIGeographic ExpansionTranscript · FY2025 Q3 →
Show response

Safra explained hyperscaler partners are highly motivated to deploy quickly but timing is not fully in Oracle's control. Larry said primary/backup coverage in key regions within ~12 months.

Calendar 2024 Q4

Can you give us an update on the progress of that, especially given the massive growth you're seeing?

Show response

Safra confirmed OCI gross margins continue to improve but did not provide a specific updated number. Attributed improvement to software-driven automation and operational leverage as a core software company.

WDAYWorkday, Inc.5 questions · 4 reporting periods · 1 of 5 challenging
WDAY company page →

Calendar 2026 Q3

when do you think you will get to the point where you can say, we have arrived as an AI platform?

Cloud & AIInnovation & R&DTranscript · FY2027 Q2 →
Show response

Aneel said Workday is arriving now via hard, deeply embedded agents; Gerrit and Gabe framed it as a continuous, long-term loop of adoption and ROI.

Calendar 2026 Q2

is it possible to do that while leveraging the leadership presence you have built since the last paradigm shift

Cloud & AICompetitive DynamicsInnovation & R&DTranscript · FY2027 Q1 →
Show response

Garrett cited the Travel Agent and Sana for ITSM as examples of AI enabling Workday to expand beyond traditional HR and finance. Aneel added that AI resets competitive boundaries and Workday can make bets in new markets leveraging its robust data model.

Calendar 2026 Q1

your guide implies a $25 million sequential decline in subscription in 1Q, which doesn't really seem to make sense for a subscription model

ChallengingRevenue GrowthGuidance ReliabilityTranscript · FY2026 Q4 →
Show response

Zane explained Q1 sequential decline from DIA contract not continuing, fewer days in Q1, and some Q4 deal pushes. Gross retention remains at 97%. Guidance philosophy unchanged. Pushed back on analyst's suggestion of additional conservatism.

Calendar 2025 Q1

Is Global Payroll Connect, is that part of what's happening to? Are you seeing any benefit from that yet, or is that just still too early

Product LaunchCompetitive DynamicsTranscript · FY2025 Q4 →
Show response

David confirmed 150 deals and 22+ partners since October launch, with a strong pipeline of additional partners looking to build on GPC.

are we now at a point where the numbers are doable? And if, when things improve, meaning things you don't have control over

Revenue GrowthCompetitive DynamicsTranscript · FY2025 Q4 →
Show response

Carl confirmed AI selling (30%+ attach), full suite (30%+ new wins, 50%+ in focus industries), and partner sourcing (15%+ of ACV) are all paying off. Record partner impact and create-and-close momentum.

ARMArm Holdings3 questions · 3 reporting periods · 0 of 3 challenging
ARM company page →

Calendar 2025 Q4

how does AI affect your business other than driving demand? In other words, how should we think of how you'll leverage AI? In the design of chips and systems

Cloud & AIInnovation & R&DTranscript · FY2026 Q3 →
Show response

Rene emphasized that AI cannot replace physical chips and that enterprise AI adoption is still in very early stages. Cited Google's $180 billion CapEx as evidence of unprecedented demand. Called AI the 'final frontier' in productivity transformation and expressed strong long-term excitement.

Calendar 2024 Q4

how does that change your view on Arm's opportunity as it pertains to AI, if at all?

Cloud & AICompetitive DynamicsTranscript · FY2025 Q3 →
Show response

Rene argued lower inference costs expand compute demand into power-constrained endpoints where Arm dominates. Noted no hyperscaler is pulling back on AI spend.

Calendar 2024 Q3

shouldn't we expect to continue to see that v9 mix grow? And if not, what would cause it not to grow?

Revenue GrowthPricingTranscript · FY2025 Q2 →
Show response

Rene guaranteed v9 mix will be considerably higher than 25% a year out, driven by PCs, the flagship-to-midrange waterfall, and all-v9 data center; the flat quarter was a mid-market growth mix effect.

CRWDCrowdStrike2 questions · 2 reporting periods · 0 of 2 challenging
CRWD company page →

Calendar 2026 Q2

where are we In the actual adoption of AI in the enterprise? Are enterprises still trying to figure out

Show response

George said it is still early innings, deepest among developers, with security adoption front-run by AI adoption and not yet enterprise-wide.

Calendar 2024 Q4

can you explain to us what's making this coupling diverge?

Guidance ReliabilityRevenue GrowthTranscript · FY2025 Q3 →
Show response

Burt explained the temporary ARR-revenue divergence: CCPs with extended time hit ARR immediately but revenue impact lags, creating a short-term decoupling.

PANWPalo Alto Networks2 questions · 2 reporting periods · 1 of 2 challenging
PANW company page →

Calendar 2026 Q2

is it really the core PAM from CyberArk? Are you seeing any machine identity actually taking hold yet?

Show response

Nikesh detailed a measured integration: protect the top line, take out overlap for margin, then deliver new product capability.

Calendar 2026 Q1

when are we going to see it? Because it doesn't show up in the number

ChallengingCloud & AIRevenue GrowthTranscript · FY2026 Q2 →
Show response

Nikesh drew cloud security analogy where numbers lagged 2-3 years. Prisma AIRS following XSIAM trajectory but volume not yet there. Urged patience given $600 billion data center build-out still underway.

Show 3 more companies
CRMSalesforce, Inc.1 question · 1 reporting period · 0 of 1 challenging
CRM company page →

Calendar 2026 Q3

How stable or sticky is that foundation of your recurring revenue?

Revenue GrowthGuidance ReliabilityDemandTranscript · FY2027 Q2 →
Show response

Benioff added a third leg to the low-attrition and high net new AOV story: new AI-driven value added. Milano said the whole company was aligned this fiscal year on net new AOV outpacing AOV, pipeline is at record levels, and organic revenue re-acceleration in Q3 is already math, with Q4 nearly so. Washington cited durable seat growth in sales and service as a proof point.

SNOWSnowflake Inc.1 question · 1 reporting period · 0 of 1 challenging
SNOW company page →

Calendar 2025 Q3

But I'm more curious about that core market. There's still a huge part of this market that's still on-premise.

Revenue GrowthCompetitive DynamicsTranscript · FY2026 Q2 →
Show response

Sridhar affirmed a strong, sustainable core with a large on-prem migration opportunity, requiring innovation on both fronts.

ZSZscaler1 question · 1 reporting period · 0 of 1 challenging
ZS company page →

Calendar 2026 Q3

that's going to affect 3% of your employees. Can you give more color around this

Labor MarketCost PressureTranscript · FY2026 Q4 →
Show response

Jay framed the reduction as a reallocation of resources toward areas with better leverage and AI investments, while adding to specialty take-up teams and account executives, especially in the thinner-covered lower end of the enterprise. Kevin quantified the restructuring at about 3% of employees and $30-33 million in charges, and said Mike Rich is adding dedicated new-logo hunters against a target base of about 4,600 of 20,000 companies.

Challenge rate by company

Every company this analyst questioned, most questions first. A company-level rate is shown from 3 questions; below that it is withheld.

CompanyQuestionsChallenge rate
AKAM Akamai Technologies110%none of 11 questions
ORCL Oracle Corporation922%2 of 9 questions
WDAY Workday, Inc.520%1 of 5 questions
ARM Arm Holdings30%none of 3 questions
CRWD CrowdStrike2—Rate withheld: fewer than 3 questions
PANW Palo Alto Networks2—Rate withheld: fewer than 3 questions
CRM Salesforce, Inc.1—Rate withheld: fewer than 3 questions
SNOW Snowflake Inc.1—Rate withheld: fewer than 3 questions
ZS Zscaler1—Rate withheld: fewer than 3 questions
  • AKAM
    Akamai Technologies · 11 questions
    0%none of 11 questions
  • ORCL
    Oracle Corporation · 9 questions
    22%2 of 9 questions
  • WDAY
    Workday, Inc. · 5 questions
    20%1 of 5 questions
  • ARM
    Arm Holdings · 3 questions
    0%none of 3 questions
  • CRWD
    CrowdStrike · 2 questions
    —rate withheld: under 3 questions
  • PANW
    Palo Alto Networks · 2 questions
    —rate withheld: under 3 questions
  • CRM
    Salesforce, Inc. · 1 question
    —rate withheld: under 3 questions
  • SNOW
    Snowflake Inc. · 1 question
    —rate withheld: under 3 questions
  • ZS
    Zscaler · 1 question
    —rate withheld: under 3 questions

Activity by reporting period

Questions recorded for each calendar quarter that companies’ reporting periods map to (not the call date), with the challenge rate for that period. Periods inside the range with no questions are shown as “No questions recorded”.

Questions by calendar reporting period
Calendar periodQuestionsChallenge rateCompanies
2024 Q310%none of 1 question1
2024 Q450%none of 5 questions4
2025 Q150%none of 5 questions3
2025 Q220%none of 2 questions2
2025 Q330%none of 3 questions3
2025 Q4425%1 of 4 questions3
2026 Q1540%2 of 5 questions4
2026 Q260%none of 6 questions5
2026 Q3425%1 of 4 questions4
  1. 2024 Q31 question · challenge rate 0% (none of 1 question) · 1 company
  2. 2024 Q45 questions · challenge rate 0% (none of 5 questions) · 4 companies
  3. 2025 Q15 questions · challenge rate 0% (none of 5 questions) · 3 companies
  4. 2025 Q22 questions · challenge rate 0% (none of 2 questions) · 2 companies
  5. 2025 Q33 questions · challenge rate 0% (none of 3 questions) · 3 companies
  6. 2025 Q44 questions · challenge rate 25% (1 of 4 questions) · 3 companies
  7. 2026 Q15 questions · challenge rate 40% (2 of 5 questions) · 4 companies
  8. 2026 Q26 questions · challenge rate 0% (none of 6 questions) · 5 companies
  9. 2026 Q34 questions · challenge rate 25% (1 of 4 questions) · 4 companies

Topics

Topics tagged on this analyst’s questions.

  • Cloud & AI16
  • Revenue Growth14
  • Competitive Dynamics10
  • Demand7
  • Guidance Reliability6
  • Margin5
  • Innovation & R&D3
  • Capex Investment3
  • Cost Pressure3
  • Supply Chain1
Show all 15 topics
  • Labor Market1
  • M&A1
  • Product Launch1
  • Geographic Expansion1
  • Pricing1