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Analyst

Melissa Weathers

Deutsche Bank · covers Technology

Period: Reporting periods mapped to calendar 2025 Q1 – 2026 Q3 (7 quarters).

Questions
23on tracked calls
Challenge rate
0%none of 23 questions
Companies
5questioned at least once
Reporting periods
7with 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 23 of 23 questions from 5 companies

QQnity Electronics, Inc.8 questions · 4 reporting periods · 0 of 8 challenging
Q company page →

Calendar 2026 Q2

how you guys are thinking about the long-term growth profile of that business given AI

Revenue GrowthCloud & AITranscript · FY2026 Q2 →
Show response

Kemp credited advanced packaging, AI PCBs, and thermal, and said acceleration versus Investor Day gives confidence in durable long-term ICS growth.

are you capacity constrained anywhere? And like, how are you thinking about your ability to supply

Capex InvestmentSupply ChainTranscript · FY2026 Q2 →
Show response

Kemp said the local-for-local model and modular expansions since the 2022 peak let Qnity add capacity quickly and be prepared for 2027-2028 growth.

Calendar 2026 Q1

how do we think about your ability to supply at this point? Are there any areas where you may be constrained

Capex InvestmentSupply ChainTranscript · FY2026 Q1 →
Show response

Kemp confirmed capacity investments track customer demand ramps with high-return POR-backed projects. Delaware first line operational, Taiwan fully operational early 2027.

the AI PCB design wins that you talked about, it seems like those PCBs need to be upgraded significantly

Cloud & AIInnovation & R&DTranscript · FY2026 Q1 →
Show response

Kemp described AI PCBs as underappreciated, explained finer lines and higher layer counts driving content, R&D pivot in 2023 now paying dividends.

Calendar 2025 Q4

can you just give a little more color on what you're seeing in mainstream nodes, maybe across, I don't know, end markets

DemandMacroeconomicTranscript · FY2025 Q4 →
Show response

CEO expects mature logic utilization to improve from mid-70s to mid-to-high 70s in 2026, similar recovery pace as 2025. Data center strength and broader industrial economy recovery are the drivers.

which parts of this ICS business, should we be excited for what kind of content increases should we be expecting

Innovation & R&DRevenue GrowthTranscript · FY2025 Q4 →
Show response

CEO detailed three ICS growth drivers: advanced packaging chemistry for signal integrity, HDI circuit board upgrades, and novel thermal solutions (pads, liquid gap fillers, phase change materials). All three grew 20%+ in 2025.

Calendar 2025 Q3

given those utilization levels, can you give us a preliminary, I don't know, sneak peek

DemandRevenue GrowthTranscript · FY2025 Q3 →
Show response

CEO noted it was too early to quantify 2026 specifics but emphasized 35% advanced node exposure driving above-market growth. Optimistic on mature logic recovery but cautious on NAND.

can you help us size the content opportunity that you guys are seeing

Innovation & R&DCloud & AITranscript · FY2025 Q3 →
Show response

CEO explained gate-all-around drives more CMP steps and opportunities. HBM transitions create advanced packaging opportunities for metallization, substrates and thermal.

AMATApplied Materials6 questions · 4 reporting periods · 0 of 6 challenging
AMAT company page →

Calendar 2026 Q2

when we could see some more material spending on that core ICAPS business going forward

DemandCapex InvestmentTranscript · FY2026 Q2 →
Show response

Brice noted 300mm utilizations are in a very healthy range. ICAPS equipment growth expected to return to mid-to-high single digits after digestion period.

just any last couple statements you can make on what that could do to drive innovation

Innovation & R&DCompetitive DynamicsTranscript · FY2026 Q2 →
Show response

Gary emphasized EPIC Center will accelerate multi-node R&D visibility and design wins, with 8 partners including TSMC, Samsung, Hynix, Micron and university partnerships.

Calendar 2026 Q1

is there any update to how we should be thinking about days inventory that you guys are comfortable holding on the books

Supply ChainInventoryTranscript · FY2026 Q1 →
Show response

Brice said inventory days at ~153 should stay fairly tight as rising revenue offsets the preemptive $500M build, signaling confidence in supporting forecasted demand.

can you remind us how to think about your opportunity in a node upgrade scenario versus greenfield capacity adds?

DemandCapex InvestmentTranscript · FY2026 Q1 →
Show response

Brice clarified DRAM is mostly greenfield investment while NAND is mostly conversions/upgrades where AMAT participates less. Gary added HBM's 3-4x wafer start multiplier as a powerful driver.

Calendar 2025 Q3

There's obviously a higher degree of uncertainty around their CapEx outlooks for like the Intels and Samsungs of the world

Capex InvestmentDemandTranscript · FY2025 Q3 →
Show response

Brice declined to discuss specific customers but confirmed Applied updates medium-term forecasts twice per quarter. Acknowledged higher concentration in leading-edge demand creates less diversification than historically.

Calendar 2025 Q2

how do we think about the cyclical piece of DRAM compared to the HBM upside that you're seeing

Show response

Brice noted HBM reaching 16% of DRAM wafer starts, growing at 40%. DRAM is at record or near-record levels, not at a cyclical low. Gary added Applied gained 10 points of DRAM share over a decade with 4F-squared and DDR5 positioning well.

LRCXLam Research5 questions · 4 reporting periods · 0 of 5 challenging
LRCX company page →

Calendar 2026 Q2

What kind of partnership and visibility are you giving your suppliers to make sure you can bring on capacity

Supply ChainCapex InvestmentTranscript · FY2026 Q4 →
Show response

Described full demand-signal propagation several tiers deep and acknowledged significant expediting work underway.

Is there any way you can help us think about your view of WFE in the context of potential slowing AI spending

DemandMacroeconomicTranscript · FY2026 Q4 →
Show response

Answered with the undersupply carryover and updated the data center CapEx to WFE conversion ratio upward.

Calendar 2026 Q1

do you ascribe to the view that this memory cycle is -- I won't say the D-word, but there's a change this time around

DemandCompetitive DynamicsTranscript · FY2026 Q3 →
Show response

Tim highlighted SAM expansion from 3D scaling inflections driving higher etch/dep intensity plus flexible operations to manage cyclical risk, noting outperformance in prior downturns.

Calendar 2025 Q4

So the right interpretation that those applications in the data center have expanded versus what you guys had been thinking?

Show response

Tim confirmed this is a new use case beyond traditional enterprise SSD storage, related to AI inference and TD cache expansion, presenting a longer-term NAND growth opportunity beyond Investor Day projections.

Calendar 2025 Q3

Now that it seems like we're getting a little bit more momentum on the WFE side, have you seen any acceleration in engagements on those new products

Innovation & R&DCompetitive DynamicsTranscript · FY2026 Q1 →
Show response

Tim confirmed product engagement acceleration for Acara in DRAM conductor etch wins and Halo in 3D NAND word line applications for ESSD performance.

KLACKLA Corporation3 questions · 2 reporting periods · 0 of 3 challenging
KLAC company page →

Calendar 2026 Q2

the advanced packaging business, specifically that I think it took up to 1.1 billion this year. The drivers behind that

Revenue GrowthInnovation & R&DCompetitive DynamicsTranscript · FY2026 Q4 →
Show response

Split the answer into market acceleration plus share, and confirmed the R&D burden is modest because it leverages the existing front-end portfolio.

I wanted to ask maybe go back to that DPC side and the Orbitech thesis that you guys have laid out years ago. It seems

Revenue GrowthM&ADemandTranscript · FY2026 Q4 →
Show response

Gave a specific long-term CAGR range while flagging uncertainty over whether HPC creates a structural growth element.

Calendar 2025 Q1

how are you seeing this play out in the current leading edge nodes and maybe future nodes?

DemandInnovation & R&DTranscript · FY2025 Q3 →
Show response

Bren described increasing process control adoption in HVM driven by higher design-start mix complexity, with back-porting to prior nodes when new solutions find yield-impacting issues.

MUMicron Technology, Inc.1 question · 1 reporting period · 0 of 1 challenging
MU company page →

Calendar 2026 Q3

can you help us sort of try to size like how much is coming from bits and how much is coming from pricing?

Show response

Declined to issue a new HBM TAM figure but reaffirmed HBM outgrowing conventional DRAM and significant 2027 pricing gains.

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
Q Qnity Electronics, Inc.80%none of 8 questions
AMAT Applied Materials60%none of 6 questions
LRCX Lam Research50%none of 5 questions
KLAC KLA Corporation30%none of 3 questions
MU Micron Technology, Inc.1—Rate withheld: fewer than 3 questions
  • Q
    Qnity Electronics, Inc. · 8 questions
    0%none of 8 questions
  • AMAT
    Applied Materials · 6 questions
    0%none of 6 questions
  • LRCX
    Lam Research · 5 questions
    0%none of 5 questions
  • KLAC
    KLA Corporation · 3 questions
    0%none of 3 questions
  • MU
    Micron Technology, Inc. · 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
2025 Q110%none of 1 question1
2025 Q210%none of 1 question1
2025 Q340%none of 4 questions3
2025 Q430%none of 3 questions2
2026 Q150%none of 5 questions3
2026 Q280%none of 8 questions4
2026 Q310%none of 1 question1
  1. 2025 Q11 question · challenge rate 0% (none of 1 question) · 1 company
  2. 2025 Q21 question · challenge rate 0% (none of 1 question) · 1 company
  3. 2025 Q34 questions · challenge rate 0% (none of 4 questions) · 3 companies
  4. 2025 Q43 questions · challenge rate 0% (none of 3 questions) · 2 companies
  5. 2026 Q15 questions · challenge rate 0% (none of 5 questions) · 3 companies
  6. 2026 Q28 questions · challenge rate 0% (none of 8 questions) · 4 companies
  7. 2026 Q31 question · challenge rate 0% (none of 1 question) · 1 company

Topics

Topics tagged on this analyst’s questions.

  • Demand12
  • Innovation & R&D7
  • Capex Investment6
  • Revenue Growth5
  • Cloud & AI5
  • Competitive Dynamics4
  • Supply Chain4
  • Macroeconomic2
  • M&A1
  • Pricing1
Show all 11 topics
  • Inventory1