Question Bank › Borrowed urgency: counterparties are racing the

Borrowed urgency: counterparties are racing the company's clock, not their own

Calls Tested
499
Answered YES
7
Hit Rate
1.4%
rare by design

Linde plc (LIN) — this company's answers

NO on the Q2 2022 call 2022-07-28 B+
The model's full reasoning — Q2 2022 call → NOWe need answer only YES or NO. Need analyze transcript. Question: Does management describe that customers/partners/counterparties are now adjusting their own timing/plans/behavior around company's schedule/availability? Real and current, not hope/projection. Need see if management conveys counterparties bending to company's clock. Scan transcript. Management talks about strong demand, pricing, backlog, projects. Specific examples: "customers are now starting to look at industrial gases to help them become more efficient... oxyfuel offer... traction with customers... 10 wins already in first half. We've got at least 15 to 20 other proposals..." This is customers adopting company's products to reduce natural gas consumption. Is that counterparties adjusting timing around company? Not exactly timing/schedule. It's demand for applications due to energy prices. Not about company's availability/calendar. Another: "we continue to see more project backlog opportunities in the U.S. than anywhere else. Recent wins for electronics have been the largest driver, but progress on potential new U.S. Gulf Coast projects, especially for blue hydrogen, are encouraging. And as I look at our overall current sale of gas backlog report, there are several projects we expect to sign before the year end, which could take this number close to the 4 billion mark, even after starting up close to 1 billion in projects during the course of the year." This is about projects expected to sign, not counterparties adjusting timing around company. "customers are looking at their investment criteria and looking at their risks... not seeing customers walking away from investments in Europe." No. "we are in very intense conversations with the German government around electricity... allocate us on preferential basis" That's government priority, not counterparties adjusting timing. "customers asking company to slow down?" No. "partners or channels rearranging rollouts?" No. "counterparties accepting company's lead times?" No. Management describes "we are actively working to safely and economically scale back operations" in Russia, not relevant. "customers are now starting to look at industrial gases to help them become more efficient, increase throughput... oxyfuel offer... traction" This is customers changing behavior due to energy costs, but not around company's schedule/availability.

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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 CUSTOMERS, PARTNERS, OR OTHER COUNTERPARTIES ARE NOW ADJUSTING THEIR OWN TIMING, PLANS, OR BEHAVIOR AROUND THE COMPANY'S SCHEDULE OR AVAILABILITY — that is, the other side is visibly reorganizing when and how it acts in order to be ready for, to secure, or to keep pace with what this company is doing — and does management present this as something actually happening in current dealings rather than as a hope or a projection? Answer YES when management's own words convey, in whatever form fits the business, ONE coherent phenomenon: the direction of accommodation has flipped, and counterparties are now bending to the company's clock. Any genuine expression of this counts, and the form varies widely across industries. For example — customers placing orders, signing, or committing earlier than their own normal cycle because of when the company's product, capacity, slots, or availability will exist; buyers reserving, prepaying, depositing, or locking in now specifically to hold a place against the company's future output or calendar; counterparties accelerating their own projects, build-outs, launches, or internal approvals so they are ready when the company is; customers asking the company to slow down, phase, or sequence deliveries because they cannot absorb what is coming as fast as it is arriving; partners or channels rearranging their own rollouts, seasons, or plans around the company's timing; counterparties accepting the company's lead times, windows, or schedule as the constraint they must plan around rather than dictating their own; or management describing that conversations now revolve around the company's availability and calendar rather than the counterparty's preferences. Two things should come through in management's own voice. First, the adjustment must be REAL AND CURRENT — described as observable behavior in recent or ongoing dealings (orders placed early, commitments made ahead of need, plans shifted, readiness work on the counterparty's side), not as something management expects, hopes, or believes should happen. Second, the adjustment must be AROUND THE COMPANY — the counterparty is timing itself to this company's schedule, availability, or output, not merely acting quickly for its own unrelated reasons, and not simply buying more in the ordinary course. Answer NO if management simply reports strong demand, a good quarter, a healthy pipeline, or fast-growing orders in the usual way, with no sense that counterparties are changing their own timing or plans around the company. NO if the urgency described belongs to the company itself (management racing to execute) rather than to the other side. NO if earlier buying is attributed by management chiefly to a temporary shortage, a pre-buy ahead of a price increase, a regulatory deadline, seasonality, or stockpiling that management expects to unwind. NO if the only evidence is one isolated deal or anecdote with no sense of a broader pattern. NO if the behavior is only anticipated, hoped for, or described as something the company is working to create. NO if the idea appears only in an analyst's question or characterization that management does not itself affirm. Use only the supplied transcript. Answer only YES or NO.

Companies that answered YES

TickerCompanyCallDateCall grade
PDS Precision Drilling Corporation Q1 2024 2024-04-25 B
TACT TransAct Technologies Incorporated Q4 2022 2023-03-08 A
CRL Charles River Laboratories International Q2 2022 2022-08-03 C
GFS GLOBALFOUNDRIES Inc. Q3 2021 2021-11-30 A
HY Hyster-Yale Materials Handling, Inc. Q3 2021 2021-11-06 D
IRT Independence Realty Trust, Inc. Q2 2018 2018-08-02 B
FSS Federal Signal Corporation Q1 2018 2018-05-12 A

How the model reasoned

PDS · Q1 2024 → YESThe question is: Does management describe that the company's CUSTOMERS, PARTNERS, OR OTHER COUNTERPARTIES ARE NOW ADJUSTING THEIR OWN TIMING, PLANS, OR BEHAVIOR AROUND THE COMPANY'S SCHEDULE OR AVAILA...
TACT · Q4 2022 → YESThe question is: Does management describe that the company's CUSTOMERS, PARTNERS, OR OTHER COUNTERPARTIES ARE NOW ADJUSTING THEIR OWN TIMING, PLANS, OR BEHAVIOR AROUND THE COMPANY'S SCHEDULE OR AVAILA...
CRL · Q2 2022 → YESThe question is: Does management describe that the company's CUSTOMERS, PARTNERS, OR OTHER COUNTERPARTIES ARE NOW ADJUSTING THEIR OWN TIMING, PLANS, OR BEHAVIOR AROUND THE COMPANY'S SCHEDULE OR AVAILA...

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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.