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Analyst
Dan Jester
Period: Reporting periods mapped to calendar 2024 Q3 – 2026 Q3 (9 quarters).
- Questions
- 29on tracked calls
- Challenge rate
- 0%none of 29 questions
- Companies
- 6questioned 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 29 of 29 questions from 6 companies
ADPADP9 questions · 5 reporting periods · 0 of 9 challenging
Calendar 2026 Q2
And as we think about fiscal 2027, should we expect 100% penetration? Or how should we expect the ramp?
Show response
Gave the FY2027 target explicitly (broad deployment across sales and the U.S. service population) without committing to a 100% figure.
Has this translated to a change yet in terms of how you are thinking about headcount investment?
Show response
Direct: headcount flat at 67,000 year over year, adds in sales and product offset by service and operations efficiencies, no formal headcount target.
Calendar 2026 Q1
maybe just philosophically, maybe give us an update on sort of partner versus build it yourself for these third-party agents
Show response
Maria emphasized client-first philosophy. Marketplace has 800+ integrated solutions globally. New AI agent section launched with curated third-party agents aligned with ADP's responsible AI principles.
Have you made any comments about sort of uptake repeat usage, engagement levels with the customers that have access to it
Show response
Maria confirmed strong uptake with clients returning repeatedly to AI tools. Value shared through value-based pricing, margin efficiency, and bookings/retention rather than discrete per-usage fees.
Calendar 2025 Q4
as you think about the larger part of the enterprise for Lyric, do you have critical mass now in terms of reference customers
Show response
Maria said Lyric wins are driven by CHROs seeking flexibility, AI built into the core, and human-centric design. Building critical mass now but these are large deals that take time to convert to revenue.
I would love you to compare and contrast that with sort of the retention commentary that it just kind of came in line with your expectations
Show response
Maria explained the slight retention decline is from anticipated normalization of small business out-of-business rates, not from client dissatisfaction. Peter noted they're talking about 10-30bps against a very high 92.1% base.
Calendar 2025 Q3
Anything that you'd call out with regards to the difference between sort of the U.S. and international markets
Show response
Maria described international bookings as inherently lumpy with large complex deals. Q1 softer after strong Q4 finish, but pipeline is solid and team remains focused on reaccelerating growth.
For the 20% of new bookings who choose not to take it, is there any commonalities in terms of why that is
Show response
Maria said the 20% are mostly knockouts from clients adding locations or companies to existing portfolios who need consistency. Won't reach 100% by fiscal year end due to these structural reasons.
Calendar 2025 Q2
If you think about maybe some of the other puts and takes on margin, it looks like maybe you're maybe lapping some of the investments and integration of WorkForce Software
Show response
Peter noted WorkForce Software product investment will continue beyond FY26 but amortization/interest expense is lapping. FX is a revenue tailwind but margin headwind. Margin story driven by client fund interest, productivity gains, offset by strategic investments in Lyric, WorkForce, and AI.
PAYXPaychex6 questions · 4 reporting periods · 0 of 6 challenging
Calendar 2026 Q3
Are you actually seeing an improvement in your win rate or your seller productivity?
Show response
John cited heavy internal adoption (2,000+ agents, 20% payroll-process reductions) as proof points but said the customer-facing product rollout is still early.
Calendar 2026 Q2
is there any way to think about how that cross sell could progress next year or the opportunity
Show response
Gibson and Schrader said synergies were exceeded and expect even stronger contribution next year and beyond; answered.
Calendar 2026 Q1
going back to the mention of a reacceleration of referrals and bookings to pre-acquisition levels. Can you add any incremental detail on specific areas of momentum there
Show response
Follow-up on PEO revenue timing quantification and Paycor synergy momentum.
It sounds like that was mostly concentrated in PEO. Is there any way you can size how large that was, and looking forward, can sequential growth in PEO specifically continue into the fourth quarter...
Show response
Management addressed PEO revenue timing quantification and Paycor synergy momentum.
Calendar 2025 Q3
on the revenue synergies, you know, holding them consistent with what you shared last quarter, I guess, you be able to provide any color on sort of the learnings that you've had?
Show response
Follow-up on Agentic AI productivity pilots and revenue synergy learnings.
To go back to the comment in the prepared remarks about piloting some agentic AI inside your own organization. I guess, I know it's early days, but any sense about how much you would expect product...
Show response
Management addressed Agentic AI productivity pilots and revenue synergy learnings.
IOTSamsara Inc.5 questions · 5 reporting periods · 0 of 5 challenging
Calendar 2026 Q2
it'd be helpful to get an update in terms of how AI is helping you scale the business internally
Show response
Sanjit and Dominic said internal AI use (engineering coding agents, G&A automation) is driving productivity, with non-go-to-market headcount expected to stay flat or smaller.
Calendar 2025 Q3
can you just expand on the value of the preinstallation and what kind of maybe, competitive moats that that provides
Show response
Sanjit said factory-installed devices remove a major operational headache for large fleets and ensure day-one readiness at scale, a program they're expanding with OEMs.
Calendar 2025 Q2
how much of that has just been from you building sales capacity in those regions
Show response
Sanjit credited multi-year investment and product-market fit, not a new regulatory tailwind, for Europe's 18% net-new-ACV contribution.
Calendar 2025 Q1
with regards to tariffs and your own supply chain, things like gateways and cameras and asset tags
Show response
Dominic said Samsara has no concentrated single-country import exposure for devices, has mitigation strategies factored into guidance, and expects FCF margin at least flat with FY25.
Calendar 2024 Q4
So I wanted to ask about the public sector and the strength that you called out this quarter
Show response
Dominic attributed public-sector strength to sustained investment and long deal cycles, citing a record 16 deals over $100,000.
PTCPTC Inc.5 questions · 5 reporting periods · 0 of 5 challenging
Calendar 2026 Q2
Maybe we can just spend a moment hearing the feedback that your customers had on some of the new products
Show response
Barua described enthusiasm around Jetstream, Orbit and the AI releases but offered no adoption or pipeline metrics from the event.
Calendar 2026 Q1
that gap seems to be narrowing. And so with the new sort of portfolio mix in PLM and sort of all the product innovation coming and the macro perspective, maybe it would be helpful just to get a per...
Show response
Barua redirected from backward-looking ARR to forward indicators: demand capture, renewal rates, pipeline growth all showing strong PLM momentum led by Windchill, Codebeamer, and Creo. CAD strength in Onshape and Creo but those markets grow at different rates. Deferred ARR flowing into P&L will shift the segment growth charts over coming quarters.
Calendar 2025 Q4
last year was maybe a little bit of a tougher year for ServiceMax. And so maybe just an update about what we're what we're seeing there
Show response
Barua acknowledged residual churn still hitting Q1, expects to work through it by end of Q2. Cited green shoots with strong demand capture including 7-figure competitive displacements. AI agent strategy differentiating ServiceMax. Dahdah added comp plan incentives aligned to drive ServiceMax cross-sell.
Calendar 2025 Q1
how you constructed the downside scenario for the 7% ARR? Any additional color about what that assumes from a macro perspective or deal size delay
Show response
Barua gave thorough two-part answer: bottoms-up pipeline analysis by end market and renewal status, plus tops-down historical comparison to 2009 and pandemic crises. Said 7% requires significant deterioration beyond current conditions. Noted 20-30% conversion rate reduction in prior crises as benchmark.
Calendar 2024 Q3
maybe variation in terms of performance of the business and maybe double-click on ServiceMax and Codebeamer
Show response
Barua gave concrete examples for both products. Codebeamer expanding at 2 of 10 largest auto OEMs; ServiceMax won crane manufacturer deal via Windchill integration.
INTUIntuit3 questions · 3 reporting periods · 0 of 3 challenging
Calendar 2026 Q1
on the 600 service centers and the in-person opportunity in tax, maybe how are you judging the success of that?
Show response
Sasan cited 5M+ visitors through early Feb vs 4.2M all of last season. Centers enable local search visibility and customer confidence, with majority of engagement being virtual. All tech-driven for traffic generation.
Calendar 2025 Q4
is that something that could be accomplished solely through middle market improvement, or does this have to broaden out
Show response
Sandeep confirmed both segments needed. Mid-market sales team scaled with strong momentum. Product and onboarding improvements plus marketing ramp for small business. Solid read expected by early calendar year/springtime.
Calendar 2025 Q2
In terms of IES, where do we stand in terms of maturing your go-to-market motion there?
Show response
Sasan acknowledged still early days and not yet a finely tuned machine. Accountants driven approximately 15% of all IES deals. Ashley Still joining to lead mid-market with single-threaded focus.
ROPRoper Technologies1 question · 1 reporting period · 0 of 1 challenging
Calendar 2026 Q2
how much potential monetization uplift from AI is coming in the pipeline?
Show response
Neil detailed the subscription-plus-tiered-consumption monetization model but declined to size 2027 given uncertain adoption pace.
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 |
|---|---|---|
| ADP ADP | 9 | 0%none of 9 questions |
| PAYX Paychex | 6 | 0%none of 6 questions |
| IOT Samsara Inc. | 5 | 0%none of 5 questions |
| PTC PTC Inc. | 5 | 0%none of 5 questions |
| INTU Intuit | 3 | 0%none of 3 questions |
| ROP Roper Technologies | 1 | —Rate withheld: fewer than 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 | 1 | 0%none of 1 question | 1 |
| 2024 Q4 | 1 | 0%none of 1 question | 1 |
| 2025 Q1 | 2 | 0%none of 2 questions | 2 |
| 2025 Q2 | 3 | 0%none of 3 questions | 3 |
| 2025 Q3 | 5 | 0%none of 5 questions | 3 |
| 2025 Q4 | 4 | 0%none of 4 questions | 3 |
| 2026 Q1 | 6 | 0%none of 6 questions | 4 |
| 2026 Q2 | 6 | 0%none of 6 questions | 5 |
| 2026 Q3 | 1 | 0%none of 1 question | 1 |
- 2024 Q31 question · challenge rate 0% (none of 1 question) · 1 company
- 2024 Q41 question · challenge rate 0% (none of 1 question) · 1 company
- 2025 Q12 questions · challenge rate 0% (none of 2 questions) · 2 companies
- 2025 Q23 questions · challenge rate 0% (none of 3 questions) · 3 companies
- 2025 Q35 questions · challenge rate 0% (none of 5 questions) · 3 companies
- 2025 Q44 questions · challenge rate 0% (none of 4 questions) · 3 companies
- 2026 Q16 questions · challenge rate 0% (none of 6 questions) · 4 companies
- 2026 Q26 questions · challenge rate 0% (none of 6 questions) · 5 companies
- 2026 Q31 question · challenge rate 0% (none of 1 question) · 1 company
Topics
Topics tagged on this analyst’s questions.
- Demand9
- Product Launch8
- Cloud & AI7
- Competitive Dynamics7
- M&A6
- Revenue Growth5
- Geographic Expansion5
- Labor Market2
- Innovation & R&D2
- Margin2
Show all 16 topics
- Pricing2
- Cost Pressure1
- Supply Chain1
- Trade Tariffs1
- Guidance Reliability1
- Macroeconomic1