Question Bank › Physical throughput records at the operating lev

Physical throughput records at the operating level, told in operating units

Calls Tested
500
Answered YES
23
Hit Rate
4.6%
rare by design

EPAM Systems, Inc. (EPAM) — this company's answers

NO on the Q4 2017 call 2018-02-16 B
The model's full reasoning — Q4 2017 call → NO我们根据指示,仅使用提供的电话会议记录。问题询问管理层是否报告物理或运营产出达到了公司历史上的最高水平,或明显高于之前的运营范围,并且管理层是否在近期期间以具体运营数量或里程碑为基础,表明产出预计将继续上升,因为驱动因素(产能、客户或承诺的工作)仍在增加。 在电话会议中,管理层讨论了多个指标。他们提到第四季度净增加了1,350多名生产专业人员,总员工超过25,900人。他们提到期末交付专业人员超过22,900人,同比增长17%。他们还提到了利用率:第四季度为78.8%,高于去年同期的75.9%,高于上季度的77.6%。他们表示利用率高于目标区间,但预计中期将恢复到75-77%的目标区间。他们提到员工培训计划和招聘活动。 然而,问题专门询问“物理或运营产出”——单位数、交付量等。在服务环境中,这可能以交付人员、利用率或项目数量来衡量。管理层报告了第四个季度的招聘人数和利用率。但他们是否表示这是最高的历史水平或明显高于之前范围?他们使用了“利用率……略高于我们目标范围的顶端,我们希望将利用率管理到75%至77%范围,但高于历史水平。”他们提到“最终交付专业人员超过22,900人,同比增长17%。”但这是否是公司历史上的最高水平?没有明确说明。他们提到“第四季度生产专业人员净增1,350人以上,总员工超过25,900人。”这可能是历史最高,但并未明确说明是纪录。此外,他们没有明确表示这一水平将因驱动因素仍在增加而继续上升。实际上,关于利用率,他们预计将恢复到目标范围,这暗示可能从高点略微下降。他们确实继续招聘,但并未明确说产出将达到历史新高并继续上升。 管理层确实提到了创纪录的财务业绩,但问题要求的是运营产出,而非财务。电话会议没有明确说明运营指标已达到历史最高水平。有增长,但并未声称是纪录或明显高于之前的范围。此外,他们没有将运营产出描述为“方式点”而非高峰;对于利用率,他们预计它会回落。因此,答案应为NO。

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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 report that the company's PHYSICAL OR OPERATIONAL OUTPUT — units produced, shipped, delivered, installed, processed, treated, transported, opened, served, or performed, in whatever operating unit fits the industry — has JUST REACHED THE HIGHEST LEVEL IN THE COMPANY'S OWN HISTORY OR A CLEAR STEP ABOVE ITS PRIOR OPERATING RANGE, and does management BOTH ground this in specific operating quantities or milestones actually achieved in the recent period AND indicate that output is expected to continue rising from here because the drivers behind it (capacity, customers, or committed work already in place) are still building? Answer YES when management's own words convey this one phenomenon: a record or step-change level of real physical activity, described in operating terms rather than only in revenue or financial terms, achieved in the just-reported period, with management conveying — directly or plainly in substance — that this level is a waypoint rather than a peak because the same already-existing drivers continue. The output measure may take any form native to the business. Answer NO if the only records cited are financial (revenue, EPS, margins) with no operating quantity behind them. NO if the record output is attributed by management chiefly to a one-time event, catch-up, pull-forward, or condition it expects to unwind. NO if management presents the level as a peak, describes output flattening or declining, or hedges that it cannot be sustained. NO if higher output is only forecast or targeted rather than already achieved. NO if the record framing appears only in an analyst's summary that management does not itself state. Use only the supplied transcript. Answer only YES or NO.

Companies that answered YES

TickerCompanyCallDateCall grade
CRGO Freightos Limited Q1 2024 2024-05-20 C+
PBR Petróleo Brasileiro S.A. - Petrobras Q4 2023 2024-03-08 D
MNKD MannKind Corporation Q4 2023 2024-02-27 C
DXCM DexCom, Inc. Q4 2023 2024-02-08 B+
GPRE Green Plains Inc. Q4 2023 2024-02-07 F
AKYA Akoya Biosciences, Inc. Q2 2023 2023-08-07 C+
ET Energy Transfer LP Q2 2023 2023-08-02 C+
BRX Brixmor Property Group Inc. Q1 2023 2023-05-02 A
BKH Black Hills Corporation Q4 2022 2023-02-08 D
SIBN SI-BONE, Inc. Q3 2022 2022-11-07 C+
EXFY Expensify, Inc. Q2 2022 2022-08-12 D
EVGO EVgo, Inc. Q2 2022 2022-08-09 C+
CCRN Cross Country Healthcare, Inc. Q1 2022 2022-05-04 B
ZH Zhihu Inc. Q3 2021 2021-11-22 D
RNW ReNew Energy Global Plc Q2 2022 2021-11-18 C
OWL Blue Owl Capital Inc. Q2 2021 2021-08-10 B+
OGE OGE Energy Corp. Q3 2018 2018-11-08 A
CP Canadian Pacific Railway Limited Q2 2018 2018-07-19 B+
HOLX Hologic, Inc. Q4 2017 2017-11-08 D
CCOI Cogent Communications Holdings, Inc. Q2 2017 2017-08-03 B
ABR Arbor Realty Trust, Inc. Q4 2016 2017-03-03 B+
GOGO Gogo Inc. Q1 2016 2016-05-06 C+
HD The Home Depot, Inc. Q4 2015 2016-02-23 A

How the model reasoned

SIBN · Q3 2022 → YESThe question is about whether management reports that the company's physical or operational output has just reached the highest level in the company's history or a clear step above its prior operating...YES The transcript explicitly states "25% growth in procedure volumes versus the prior year period" and "record active surgeon base of over 800 surgeons," framing these as achieved milestones in the just-reported quarter. Management ties the growth to ongoing demand drivers ("continued acceleration in procedure demand"), indicating the level is a waypoint rather than a peak, with output expected to continue rising as the same drivers persist. This constitutes a clear step above prior operating range in physical activity (procedures performed), grounded in recent operating quantities and sustained by building capacity/customers.
BRX · Q1 2023 → YESThe question is about whether management reports that the company's PHYSICAL OR OPERATIONAL OUTPUT has just reached the highest level in the company's history or a clear step above its prior operating...NO The transcript shows management highlighting record occupancy levels (94% overall and 89.3% for small shops) as well as leasing activity and signed leases, but these are framed as utilization or pipeline metrics rather than a record level of physical output such as units produced, shipped, delivered, opened, or performed.
CRGO · Q1 2024 → YESThe question is about whether management reports that the company's physical or operational output has just reached the highest level in the company's history or a clear step above its prior operating...

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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.