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Analyst

Nick Altmann

Scotiabank · covers Technology

Period: Reporting periods mapped to calendar 2024 Q4 – 2025 Q2 (3 quarters).

Limited coverage. Only 4 questions of coverage. Treat these numbers as directional — sample too small for reliable averages.
Questions
4on tracked calls
Challenge rate
0%none of 4 questionsLimited sample
Companies
2questioned at least once
Reporting periods
3with 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 4 of 4 questions from 2 companies

TWLOTwilio Inc.3 questions · 2 reporting periods · 0 of 3 challenging
TWLO company page →

Calendar 2025 Q1

I wanted to ask about the resurgence in voice driven by generative AI.

Show response

CEO said AI is driving the voice resurgence through thousands of voice AI startups, with cross-channel use lifting customer ROI and cross-sell interest.

Calendar 2024 Q4

So, Khozema, can you just maybe talk about the high end and what's driving the strength there?

DemandRevenue GrowthTranscript · FY2024 Q4 →
Show response

CEO said large deals mix new lands with cross-sell expansion, with enterprise customers increasingly combining communications, data and AI.

the improvements in the communications expansion rate, how much of that is being driven by those larger deals

Revenue GrowthDemandTranscript · FY2024 Q4 →
Show response

CEO said the expansion-rate improvement is broad-based rather than concentrated in large deals.

PATHUiPath Inc.1 question · 1 reporting period · 0 of 1 challenging
PATH company page →

Calendar 2025 Q2

the mix of net new ACV maybe changing and tilting a little bit more towards net new customers versus expansion

DemandCompetitive DynamicsTranscript · FY2026 Q1 →
Show response

Ashim said the new-customer-vs-expansion mix remains consistent, with agentic acting as further differentiation rather than shifting the mix.

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
TWLO Twilio Inc.30%none of 3 questions
PATH UiPath Inc.1—Rate withheld: fewer than 3 questions
  • TWLO
    Twilio Inc. · 3 questions
    0%none of 3 questions
  • PATH
    UiPath 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
2024 Q420%none of 2 questions1
2025 Q110%none of 1 question1
2025 Q210%none of 1 question1
  1. 2024 Q42 questions · challenge rate 0% (none of 2 questions) · 1 company
  2. 2025 Q11 question · challenge rate 0% (none of 1 question) · 1 company
  3. 2025 Q21 question · challenge rate 0% (none of 1 question) · 1 company

Topics

Topics tagged on this analyst’s questions.

  • Demand4
  • Revenue Growth2
  • Competitive Dynamics1
  • Cloud & AI1