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Analyst
Andy King
Period: Reporting periods mapped to calendar 2025 Q3 – 2026 Q2 (4 quarters; questions recorded in 3).
- Questions
- 5on tracked calls
- Challenge rate
- 0%none of 5 questionsLimited sample
- Companies
- 1questioned 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 5 of 5 questions from 1 company
TWLOTwilio Inc.5 questions · 3 reporting periods · 0 of 5 challenging
Calendar 2026 Q2
any more color on how the free token usage has progressed versus how you've seen it internally?
Show response
Khozema said the console experience is above expectations but named no products and gave no usage data.
Calendar 2026 Q1
how much of an accelerator that AI has been to these cross-sell opportunities for you?
Show response
Thomas cited direct acceleration in AI-based software add-ons and indirect spend consolidation but said the effect is hard to quantify financially.
how you are viewing the balance between driving profitability and maintaining AI investments?
Show response
Aidan said AI tool spending is moderate and embedded in guidance, and profitability stays a focus after raising full-year cash and profit guidance.
Calendar 2025 Q3
If you could just give us a little color into the initiatives that you've put in to really help fuel that growth.
Show response
Thomas cited product integration, enablement, marketing and compensation tied to cross-sell, but gave no current penetration figure.
Can you just give us any color as to those trends that you're seeing amongst initial purchases?
Show response
Thomas credited self-serve, AI-assisted onboarding and tighter integrations for faster upgrades and expansion as accounts grow.
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 |
|---|---|---|
| TWLO Twilio Inc. | 5 | 0%none of 5 questions |
- TWLOTwilio Inc. · 5 questions0%none of 5 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 |
|---|---|---|---|
| 2025 Q3 | 2 | 0%none of 2 questions | 1 |
| 2025 Q4 | No questions recorded | — | — |
| 2026 Q1 | 2 | 0%none of 2 questions | 1 |
| 2026 Q2 | 1 | 0%none of 1 question | 1 |
- 2025 Q32 questions · challenge rate 0% (none of 2 questions) · 1 company
- 2025 Q4No questions recorded
- 2026 Q12 questions · challenge rate 0% (none of 2 questions) · 1 company
- 2026 Q21 question · challenge rate 0% (none of 1 question) · 1 company
Topics
Topics tagged on this analyst’s questions.
- Cloud & AI2
- Revenue Growth2
- Subscriber Growth2
- Product Launch1
- Margin1
- Demand1