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Running hot in customers' hands

Running hot in customers' hands: existing deployments are being used harder than they were sized for

Calls Tested
496
Answered YES
16
Hit Rate
3.2%
rare by design

Yum! Brands, Inc. (YUM) — this company's answers

NO on the Q2 2018 call 2018-08-02 C
The model's full reasoning — Q2 2018 call → NOWe need to determine if management describes existing customers using the product more intensively than originally planned, with heavier usage observed in current business. The transcript discusses various brands, but the key is whether there's a pattern of existing customers consuming more per account, or usage intensity increasing beyond expectations. Looking through the transcript: Greg Creed mentions KFC Australia with 4% same-store sales growth, two-year stack of 11%, 75% transaction growth. That's same-store sales growth, which is about existing customers spending more, but is that "heavier usage" or just normal growth? Same-store sales growth is a standard metric, not necessarily indicating that customers are using the product more intensively than planned. The question asks about "usage, volumes, or activity per existing account growing noticeably faster than the count of accounts" or "existing base running hot." Same-store sales growth is a common measure, but it doesn't necessarily imply that the intensity is beyond what was expected. The question specifically asks about "heavier usage described as actually observable in the current business" and "ahead of what the company or the customer originally planned for." There's no mention of capacity constraints, utilization rates, or customers outgrowing their arrangements. The transcript also discusses delivery, but that's about new capabilities being rolled out, not existing customers using more. There's mention of Pizza Hut customer satisfaction improving, but that's not about usage intensity. The only possible candidate is the KFC Australia example, but it's just same-store sales growth, which is a standard performance metric. The question requires that the heavier usage is "ahead of what the company or the customer originally planned for" and that it's "observable in the current business." There's no explicit statement that usage is exceeding expectations or that the existing base is consuming more per customer than before in a way that's straining capacity or beyond plans. Also, the question says "the pressure originates in OBSERVED USAGE BEHAVIOR of customers the company already has — the existing base is running hot." Same-store sales growth could be due to price increases, new products, or marketing, not necessarily heavier usage.

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Show the exact prompt the model was given
Using ONLY the supplied earnings call transcript and no outside information: On this call, does management describe that the company's product, service, capacity, or offering — as ALREADY deployed, installed, adopted, or in use with its EXISTING customers — is being USED, CONSUMED, RUN, OR DRAWN ON MORE INTENSIVELY than those relationships were originally sized, scoped, or expected to require, with this heavier usage described as actually observable in the current business? Answer YES when management's own words convey, in whatever form fits the industry, ONE coherent phenomenon: the intensity of real-world usage inside relationships the company has already won is climbing on its own, ahead of what the company or the customer originally planned for. Any genuine expression of this counts — for example: customers consuming, processing, transacting, or ordering through the company's product or platform at rates above what their arrangement anticipated; installed equipment, systems, or capacity being run harder, longer, or at higher utilization than customers initially operated it; usage, volumes, or activity per existing account growing noticeably faster than the count of accounts; customers exhausting, outgrowing, or burning through what they bought sooner than expected and coming back earlier or bigger as a result; consumption-based or usage-based activity from the existing base running ahead of the levels those customers committed to; or management observing that the base it already serves keeps needing more of the product per customer than it used to. What matters is that the pressure originates in OBSERVED USAGE BEHAVIOR of customers the company already has — the existing base is running hot — and that management presents this as a current, real pattern in the business (grounded in what accounts are actually doing now) with the resulting additional business still mostly ahead rather than fully reflected in the reported results. Answer NO if growth is described mainly as winning new customers, new markets, or new logos rather than heavier use within existing relationships. NO if management describes only ordinary same-customer growth, routine reorders at the usual pace, or price increases on unchanged usage. NO if the heavier usage is only hoped for, projected, or expected from a future rollout rather than already being observed. NO if the intensity is attributed chiefly to a one-time spike, seasonal peak, stockpiling, pull-forward, or temporary condition management expects to unwind. NO if usage or utilization is described as flat, declining, or normalizing downward. NO if the only evidence is a single account anecdote with no sense of a broader pattern. NO if the idea appears only in an analyst's question or model that management does not itself affirm. Use only the supplied transcript. Answer only YES or NO.

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SCPH scPharmaceuticals Inc. Q3 2023 2023-11-08 B
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ADPT Adaptive Biotechnologies Corporation Q4 2022 2023-02-14 C+
UPWK Upwork Inc. Q2 2022 2022-07-27 C+
FLYW Flywire Corporation Q1 2022 2022-05-14 B+
SOPH SOPHiA GENETICS SA Q4 2021 2022-03-15 C
RELY Remitly Global, Inc. Q4 2021 2022-03-02 B
ASAN Asana, Inc. Q2 2022 2021-09-01 B+
TJX The TJX Companies, Inc. Q2 2021 2021-08-18 C
WES Western Midstream Partners, LP Q3 2018 2018-10-31 D
HOLX Hologic, Inc. Q4 2017 2017-11-08 D
BCE BCE Inc. Q2 2017 2017-08-05 B+
CCOI Cogent Communications Holdings, Inc. Q2 2017 2017-08-03 B
GEO The GEO Group, Inc. Q2 2016 2016-08-02 B+

How the model reasoned

TJX · Q2 2021 → YESThe question is about whether management describes that the company's product, service, capacity, or offering — already deployed with existing customers — is being used more intensively than originall...
WES · Q3 2018 → YESThe question is about whether management describes that the company's product, service, capacity, or offering — already deployed with existing customers — is being used more intensively than originall...
BCE · Q2 2017 → YESThe question is about whether management describes that the company's product, service, capacity, or offering — already deployed with existing customers — is being used more intensively than originall...

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Not investment advice. Artul.ai publishes AI-generated earnings-call quality grades and expected-volatility estimates — never buy or sell recommendations. We tested over 1,600 predictive hypotheses against 165,000 transcripts; the honest result, including what failed, is documented in our methodology.