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Analyst

Rob Jamieson

Vertical Research Partners · covers Industrials, Technology

Period: Reporting periods mapped to calendar 2024 Q4 – 2026 Q2 (7 quarters).

Questions
33on tracked calls
Challenge rate
0%none of 33 questions
Companies
6questioned 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 33 of 33 questions from 6 companies

KEYSKeysight Technologies10 questions · 5 reporting periods · 0 of 10 challenging
KEYS company page →

Calendar 2026 Q1

How are you thinking about prioritization between M&A, organic reinvestment and buybacks in full year '26

Capital AllocationM&ATranscript · FY2026 Q1 →
Show response

CFO confirmed unchanged priorities: organic investment first (capacity and R&D for AI markets), then balance buybacks and M&A. Immediate M&A focus on capturing value from recent acquisitions while rebuilding deal pipeline.

where are we on that path today? Like, is this still early innings

Show response

CEO confirmed still largely US hyperscaler-driven. Sovereign AI investments internationally and AI intersecting other business segments still ahead. Long-term acceleration of technology adoption expected to continue.

Calendar 2025 Q4

Anything to call out in terms of some of the drivers or levers there? And then as we look into '26

Capital AllocationMarginTranscript · FY2025 Q4 →
Show response

CFO expects continued strong FCF conversion of non-GAAP net income. Some integration-related expense pressure in FY26 but relatively small proportion of total.

just talk a little bit about where you're investing the most heavily, whether that's AI and data center

Innovation & R&DCapex InvestmentTranscript · FY2025 Q4 →
Show response

CEO noted physical layer portfolio refresh driving slight R&D increase with strong new product introductions over next 18 months. Software assets run above company R&D average; leverage expected in go-to-market and back office.

Calendar 2025 Q3

when 6G might become a more meaningful revenue contributor? And how are you thinking about balancing continued 5G optimization

Innovation & R&DCapex InvestmentTranscript · FY2025 Q3 →
Show response

CEO noted 3GPP Prague plenary reinforced 5G-to-6G evolution. Customers exploring various 6G facets but rollout still years away. R&D activity will continue to grow.

What are these 2 assets going to bring into the EDA side of your portfolio? And like how does this enhance your offering

M&AInnovation & R&DTranscript · FY2025 Q3 →
Show response

CEO framed optical as complement to RF-EDA leadership. Power efficiency critical to customers. Both fit long-term direction and create synergies within existing portfolio.

Calendar 2025 Q2

Are there any like investments that you're making to further accelerate growth here, just given the margin profile

Innovation & R&DMarginTranscript · FY2025 Q2 →
Show response

CEO highlighted double-digit simulation business growth. ESI acquisition and potential Synopsys/Ansys add-ons bolstering presence. Software percentage may dip as core recovers but long-term upside remains.

beyond testing like the high-speed interconnection and network infrastructure -- are there any other kind of test applications

Cloud & AIInnovation & R&DTranscript · FY2025 Q2 →
Show response

CEO emphasized this is mission-critical testing, not just cable test. Interconnects are failure points in AI clusters. Software emulation for AI data center performance optimization also growing.

Calendar 2024 Q4

Can you just talk about your previous strategies around your pivots in the APAC region, just whether it's been Huawei, ZTE

Trade TariffsGeographic ExpansionTranscript · FY2024 Q4 →
Show response

CEO noted Keysight has been agile with compliance and pivot; potential offset from companies reshoring from China to Southeast Asia.

what kind of benefit could we see from the funding just in second half of '25

Regulation PolicyRevenue GrowthTranscript · FY2024 Q4 →
Show response

CEO characterized government funding as incremental, not material. Keysight benefits more from R&D side and new logo attraction through go-to-market expansion.

TDYTeledyne Technologies9 questions · 5 reporting periods · 0 of 9 challenging
TDY company page →

Calendar 2026 Q2

how would you characterize where we are right now in the industrial machine vision cycle

DemandRevenue GrowthTranscript · FY2026 Q2 →
Show response

Robert said industrial businesses are moving up with full-year growth as high as mid-single digits, semiconductor inspection strong while some life-science markets stay flat on China trade headwinds.

Calendar 2026 Q1

can I get an update on just how you're thinking about free cash flow for the full year. And then just with the increase in CapEx investment that you called out

Capital AllocationCapex InvestmentTranscript · FY2026 Q1 →
Show response

FCF expected over $1B again, targeting $1.1B. CapEx projected at $150M (up YoY). Investing in inventory (China supply chain hedging), germanium machining facilities. H1 slower, H2 catch-up.

Just a couple just on Aerospace and Defense margins. Much better in the quarter than I expected. I was just curious on the better expansion outlook

Show response

George Bobb responded. Acquisition playbook: buy at reasonable valuations, improve. Qioptiq and MicroPact showing margin improvement. Also benefited from avionics spares and hi-rel semiconductor mix.

Calendar 2025 Q4

can you go through some of the demand drivers there? Was that mostly the Ethernet test again that was driving strength?

DemandRevenue GrowthTranscript · FY2025 Q4 →
Show response

High-end oscilloscopes strong (auto, motor/power control for data centers). Internet traffic generators growing (1.6 terabit range). Protocol analyzers facing slower start in 2026 due to chip supplier delays, will even out through the year.

do you see the machine vision business starting to recover and you do not expect that to be negative this year

DemandRevenue GrowthTranscript · FY2025 Q4 →
Show response

George responded. MV cameras and sensors both grew single digits in Q4. ISV expected up low single digits in FY2026. Semi mask/wafer inspection and electronic component inspection driving growth. X-ray/dental expected flat in 2026, no recovery built in.

Calendar 2025 Q2

can you walk us through a scenario and what would need to happen across the portfolio for you to hit the high end of the guidance range or maybe even exceed it?

Guidance ReliabilityTranscript · FY2025 Q2 →
Show response

Short-cycle performance is the swing factor. T&M and environmental showing growth. If short-cycle holds, high end achievable. Long-cycle visibility provides floor.

can you talk a little bit more about the test and measurement business and performance during the quarter and your expectations for second half?

DemandRevenue GrowthTranscript · FY2025 Q2 →
Show response

George Bobb: Protocol sales drove Q2 growth (PCI Express, high-speed communications). Oscilloscopes slightly higher (power/motor drive analyzers). Third consecutive quarter of YoY growth. Expected up low single digits for full year. AI-driven traffic growth benefits protocol business.

Calendar 2025 Q1

how should we think about prioritization between deleveraging and buybacks over the next couple of quarters?

Capital AllocationTranscript · FY2025 Q1 →
Show response

Buybacks only when stock significantly undervalued ($100 in 2015-16, $350-355 recently, stopped at $400). M&A always preferred over buybacks. Fixed-rate debt at 2.4% average, paying down would be suboptimal vs. market rates. Leverage heading to 1.2x by year-end, 0.5x by next year without action.

Any puts and takes you can give us just on the end markets that you serve there and how trading developed through the quarter?

DemandRevenue GrowthTranscript · FY2025 Q1 →
Show response

Oscilloscopes down, protocols up, Ethernet generators growing fast ($15M to $30M). Unique offering: protocol analyzers utilizing own oscilloscopes. Capital equipment sensitive to economic downturns. High-margin business.

NDSNNordson Corporation6 questions · 3 reporting periods · 0 of 6 challenging
NDSN company page →

Calendar 2026 Q2

Do you think if we see persistently high like input costs, could this act as like a medium-term driver for consumables refresh demand for IPS customers

Show response

Naga strongly affirmed that Nordson's precision dispensing is a cost-savings proposition in inflationary environments, material savings, efficiency, and application help when customers switch materials.

Should we think about that as like a $5 million to $6 million incremental revenue like as we put that into our models

Show response

Dan confirmed CapstanAG is ~$13M annual revenue with $5-6M incremental in H2. On semiconductor cycle positioning, Naga simply affirmed early stages.

Calendar 2026 Q1

DRAM pricing, and I was wondering just with like memory costs going up, do you have any significant exposure there

Show response

CEO confirmed some but not significant exposure to traditional memory, noting Nordson would benefit from any capacity additions in the memory space.

what end markets and areas would you expect to outperform your base case estimates to get us at or above the high end

Guidance ReliabilityDemandTranscript · FY2026 Q1 →
Show response

CFO identified medical as stable mid-single-digit (limited upside), with general industrial/automotive inflection and continued ATS strength as the key drivers to the high end. CEO added ATS lumpiness from customer delivery timing as a wildcard.

Calendar 2025 Q4

what bridges you from the midpoint to achieving the upper end of that target range?

Guidance ReliabilityM&ATranscript · FY2025 Q4 →
Show response

CFO identified two bridges: stronger organic growth above 3.5% midpoint and potential acquisitions not factored into current guidance. Noted the 10-12% long-term target includes both organic and inorganic contributions.

can you talk a little bit about the working capital improvements and sustainability there?

Capital AllocationMarginTranscript · FY2025 Q4 →
Show response

CFO confirmed working capital improvements are sustainable with additional opportunity ahead, calling it a targeted focus area with teams doing strong initial work that positions for continued strong cash flow.

IEXIDEX Corporation3 questions · 2 reporting periods · 0 of 3 challenging
IEX company page →

Calendar 2026 Q1

is this more related to capacity or automation investment? And is that more specific like the HST segment?

Capex InvestmentRevenue GrowthTranscript · FY2026 Q1 →
Show response

CFO confirmed CapEx increase unchanged from guide, overweight toward HST. No one or two big ticket items; spread across variety of businesses. Allowing more growth CapEx to support demand. Still relatively low intensity. CEO added 8020 helps by freeing capital from pruned business lines to fund faster-growing applications.

what are maybe some of the top 2 or 3 secular themes outside of AI where you think that IDEX is most under indexed today

Competitive DynamicsInnovation & R&DTranscript · FY2026 Q1 →
Show response

CEO highlighted space and defense as top opportunity with IDEX positioned from beginning. Optics technologies tie naturally to the space. MSS platform provides jump-off point into virtually every advantaged market. Continuing to expand through bolt-on tuck-in M&A. Increasing presence enables bringing in additional capabilities.

Calendar 2025 Q3

can you provide us maybe a little bit of framework of how you're thinking about next year

Guidance ReliabilityMacroeconomicTranscript · FY2025 Q3 →
Show response

CEO outlined three inputs for 2026: base industrial entitlement from bellwether monitoring, pricing dynamics dependent on policy, and momentum across five growth platforms. Two of three inputs are externally driven. Looking for signs of inflection through Q4.

ZBRAZebra Technologies3 questions · 2 reporting periods · 0 of 3 challenging
ZBRA company page →

Calendar 2026 Q1

how central are these partnerships and investments to your AI strategy? And then on the near-term ROI side, like where are you seeing the most tangible benefits

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

Burns said venture investments are small but keep pulse on machine vision and physical AI innovation. ISV relationships, Qualcomm, Google, and channel partners form a critical ecosystem. Frontline AI Suite meets customers at any point in their journey, Enablers for self-build, Blueprints for packaged solutions, Companion for full applications. Won new T&L proof-of-delivery opportunity. Still early stages with multiple customer pilots.

Calendar 2024 Q4

I haven't seen really any indication of delays or pushouts, just more of kind of hesitance from your customers

DemandTrade TariffsMacroeconomicTranscript · FY2024 Q4 →
Show response

Burns confirmed no actual delays or pushouts, just lower visibility than usual at this point. More trade policy clarity would help unlock customer confidence.

Is there anything you can give us in the way of potential expectations from revenue profitability for a full year

Show response

Winters quantified Photoneo as approximately 30bps of incremental revenue for the year, a small addition relative to the total portfolio.

AMEAmetek2 questions · 1 reporting period · 0 of 2 challenging
AME company page →

Calendar 2025 Q3

just can we get an update on the M&A pipeline? Anything that you -- areas that you're particularly interested in?

M&ACapital AllocationTranscript · FY2025 Q3 →
Show response

Strong pipeline with variety of deal sizes across existing end markets. Over $2B capacity. Plans to use operational excellence and M&A capability together to differentiate performance over next few years.

Last quarter, you talked about short cycle bottoming. Just curious how you're thinking about this as we head into next year

DemandMacroeconomicTranscript · FY2025 Q3 →
Show response

Corrected characterization from short-cycle to mid-cycle. Upward trend established. Automation, medtech, and A&D all solid. Too early to guide 2026 but momentum is clear.

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
KEYS Keysight Technologies100%none of 10 questions
TDY Teledyne Technologies90%none of 9 questions
NDSN Nordson Corporation60%none of 6 questions
IEX IDEX Corporation30%none of 3 questions
ZBRA Zebra Technologies30%none of 3 questions
AME Ametek2—Rate withheld: fewer than 3 questions
  • KEYS
    Keysight Technologies · 10 questions
    0%none of 10 questions
  • TDY
    Teledyne Technologies · 9 questions
    0%none of 9 questions
  • NDSN
    Nordson Corporation · 6 questions
    0%none of 6 questions
  • IEX
    IDEX Corporation · 3 questions
    0%none of 3 questions
  • ZBRA
    Zebra Technologies · 3 questions
    0%none of 3 questions
  • AME
    Ametek · 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”.

Questions by calendar reporting period
Calendar periodQuestionsChallenge rateCompanies
2024 Q440%none of 4 questions2
2025 Q120%none of 2 questions1
2025 Q240%none of 4 questions2
2025 Q350%none of 5 questions3
2025 Q460%none of 6 questions3
2026 Q190%none of 9 questions5
2026 Q230%none of 3 questions2
  1. 2024 Q44 questions · challenge rate 0% (none of 4 questions) · 2 companies
  2. 2025 Q12 questions · challenge rate 0% (none of 2 questions) · 1 company
  3. 2025 Q24 questions · challenge rate 0% (none of 4 questions) · 2 companies
  4. 2025 Q35 questions · challenge rate 0% (none of 5 questions) · 3 companies
  5. 2025 Q46 questions · challenge rate 0% (none of 6 questions) · 3 companies
  6. 2026 Q19 questions · challenge rate 0% (none of 9 questions) · 5 companies
  7. 2026 Q23 questions · challenge rate 0% (none of 3 questions) · 2 companies

Topics

Topics tagged on this analyst’s questions.

  • Demand11
  • M&A7
  • Revenue Growth7
  • Innovation & R&D7
  • Capital Allocation6
  • Cloud & AI5
  • Capex Investment4
  • Guidance Reliability4
  • Margin4
  • Macroeconomic3
Show all 15 topics
  • Trade Tariffs2
  • Pricing1
  • Competitive Dynamics1
  • Geographic Expansion1
  • Regulation Policy1