GAAPSAVVY INTELLIGENCEBENCHMARK EXPLORER
Ring 3 · Public / Vendor
Aggregate distributions only. Any cell with fewer than 5 respondents is suppressed. Switching tiers re-queries the server — lower tiers receive nothing that a view-source could reveal.
Segment filters · server-side re-query
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Meeting type (narrows the question list)
AllAI Council · 1AI Drop-In · 2AI Finance Lab · 2AI Knowledge Share · 2AI Share Forum · 1In-Person Event · 1Public Webinar · 1QTC Share Forum · 5Regroup / Topic Briefing · 1
Cross-event question

other

Asked at 2 meetings — shown oldest first. Same question, same wording (normalized), independent rooms.

Other?
n=19 poll respondents
606 calls out as substantative penalty. We dont typically consider any percentage.n<5
Either the remaining contract value becomes due or nonen<5
Generally, we don't have TFCs.n<5
N/An<5
We always ask customer to pay the full amount upon TFCn<5
2026-01-23 · QTC Share Forum · 5 cells suppressed (k≥5; answered-count withheld to keep suppressed cells unrecoverable) · % of poll respondents (Decision #18)
Other
n=84 poll respondents
Claude hasn't been cleared by InfoSec yet :( I keep dreaming.n<5
Just getting access to Claude.n<5
Not using Clauden<5
We're primary using Gemini notebooks and appscript.n<5
claude not approved, use OpenAin<5
we are not using Clauden<5
2026-06-26 · AI Share Forum · 6 cells suppressed (k≥5; answered-count withheld to keep suppressed cells unrecoverable) · % of poll respondents (Decision #18)
Pick a question

Cross-event questions first.

These questions were asked at more than one meeting (or are canonical benchmarks) — the start of longitudinal tracking.

who is (or will be) your auditor5 meetings · 2025-11-21 → 2026-06-26
is the company you're at public or private5 meetings · 2025-11-21 → 2026-06-26
use my poll responses to connect me with others in the same circumstance. (e.g. scenario, auditor, position, etc. - you will also receive results from others who have responded and said yes) note: poll responses are not considered definitive and final positions, they are simply a way to 'read the room' and give you more context within the industry5 meetings · 2025-11-21 → 2026-06-26
is anyone else using ai reporting2 meetings · 2025-11-21 → 2026-01-23
is anyone using2 meetings · 2025-11-21 → 2026-01-23
other2 meetings · 2026-01-23 → 2026-06-26
would you rather2 meetings · 2025-11-21 → 2026-01-23
which ai models are approved for use at your company1 meeting · 2026-06-26

All questions, by meeting

2025-11-21 · QTC Share Forum · QTC Share Forum · 22 questions
2026-01-23 · QTC Share Forum · QTC Share Forum · 15 questions
2026-03-27 · QTC Share Forum · QTC Share Forum · 13 questions
2026-05-29 · QTC Share Forum · QTC Share Forum · 17 questions