Question Bank › Small reported base, oversized already-contracte

Small reported base, oversized already-contracted forward commitments

Calls Tested
1,498
Answered YES
59
Hit Rate
3.9%
rare by design

Crane Co. (CR) — this company's answers

NO on the Q3 2022 call 2022-10-25 B+
The model's full reasoning — Q3 2022 call → NO我们根据提供的文本分析。问题要求判断管理层是否描述了未来业务（已签约的合同、确定订单、获奖励的项目、承诺数量、积压订单或约定扩张），且相对于公司当前报告的业务水平是大的，转化预计在一年内开始或继续。管理层自己的话必须传达：业务已锁定（非管道、投标、谈判或希望的需求）；规模不成比例（对比当前收入或活动，称为创纪录或前所未有，或描述扩张、招聘或准备）；时间近且大部分仍在未来。 在文本中，管理层多次提到积压订单和订单增长，例如："Core year-over-year orders increased 10% and core year-over-year backlog increased 26%." 但对于航空航天和电子，提到："In an unconstrained environment, there is demand in our current backlog and order patterns to support mid- to high-teens sales growth in 2023." 但这里说的是"demand"和"backlog"，但这是基于需求模式，并非全部已签约？不过积压订单本身是已承诺的。但管理层说"current backlog and order patterns"，这暗示了已获订单。但关键是是否“large relative to current reported level”。他们提到2023年增长预期为mid- to high-teens，但这是需求，不是明确说已签约业务规模巨大。 在支付和运输技术（PMT）部分，提到"core backlog growth of 40%"，这可能是大幅增长，但未明确说相对于当前业务规模成比例，且是普通积压还是特殊？另外，管理层提到"orders"和"backlog"作为需求指标。 问题要求答案必须是YES或NO。我们需要判断管理层的描述是否同时满足(a)(b)(c)。管理层提到"backlog"是已承诺的，但(a)要求"management's own words convey"所有条件。他们提到订单增长和积压增长，但没有明确说这是"large relative to current reported level"或者"unprecedented"等。例如，在A&E部分，他们说"core orders increased an impressive 30% compared to last year and backlog increased 24%"，但这是增长百分比，相对当前业务规模可能不算巨大？而且没有明确说这些积压会带来"disproportion"。 在PMT，积压增长40%，但同样没有说相对规模。而且管理层提到"demand remains solid"等。 另外，关于分离和未来计划，但这不是业务承诺。 有一个关键点：在A&E部分，管理层说"in an unconstrained environment, there is demand in our current backlog and order patterns to support mid- to high-teens sales growth in 2023." 这暗示了已获订单足以支持增长，但这是"demand"和"order patterns"，可能包含潜在需求？但"backlog"是已确认的。然而，他们还说"based on the incremental content we have won on current and new platforms, that type of growth in 2023 would be followed..." 这是已赢得的业务。但问题是：是否"large relative to current reported level"？mid-teens growth相对于当前业务是显著的，但管理层是否明确说这是"unprecedented"或"record"？他们没有说。他们只是说需求强劲。 此外，在PMT，他们说"forward-looking demand indicators also remain very strong with 4% core order growth and 40% core backlog growth". 40%的积压增长可能较大，但没有说相对规模。 管理层没有明确使用"record"或"unprecedented"来形容这些积压。而且，他们也没有说需要扩张或准备以交付。他们提到供应受限，但那是关于交付延迟。 因此，可能不满足(b)条件。 另外，时间性：这些积压可能在未来一年内转化，但(a)和(b)未充分满足。 再看是否有其他内容。管理层提到"we expect continued but gradual improvement throughout 2023"等等。 我认为管理层主要在描述需求强度和订单积压，但没有明确说已签约业务相对于当前规模是巨大的，或者需要特别准备。他们提到"unconstrained environment"下的增长，但那是假设性的。 在PMT部分，积压增长40%，但未特别强调。 因此，答案应为NO。注意问题要求"management itself presents as LARGE RELATIVE TO THE COMPANY'S CURRENT REPORTED LEVEL OF BUSINESS", 管理层没有明确这样表述。 所以回答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 describe FUTURE BUSINESS THAT COUNTERPARTIES HAVE ALREADY COMMITTED TO THE COMPANY — signed contracts, firm orders, awarded programs, committed volumes, backlog, or agreed expansions, in whatever form fits the industry — that management itself presents as LARGE RELATIVE TO THE COMPANY'S CURRENT REPORTED LEVEL OF BUSINESS, with conversion into actual revenue or activity expected to begin or continue within roughly the coming year? Answer YES when management's own words convey ALL of: (a) the forward business is already secured — decided and committed by the counterparty, not pipeline, bids, negotiations, or hoped-for demand; (b) management conveys the disproportion in its own framing — comparing it to current revenue or activity, calling it record or unprecedented for the company, or describing the expansion, hiring, or preparation now required to deliver it; and (c) the contribution is near-dated and mostly still ahead of the results just reported, so today's numbers understate the business already captured. Answer NO if the forward story rests on demand strength, market opportunity, pipeline, or deals still being negotiated. NO if the committed business is routine in size for this company or is ordinary backlog worked off at the usual pace. NO if conversion is distant, undated, or contingent on approvals, financing, or decisions not yet made. NO if management is chiefly explaining delays or cancellations of previously committed business. NO if the disproportion appears only in an analyst's model that management does not itself affirm. Use only the supplied transcript. Answer only YES or NO.

Companies that answered YES

TickerCompanyCallDateCall grade
AIP Arteris, Inc. Q1 2024 2024-05-04 A
KOPN Kopin Corporation Q4 2023 2024-03-14 C+
HSAI Hesai Group Q4 2023 2024-03-12 D
EFXT Enerflex Ltd. Q3 2023 2023-11-09 C+
MAC The Macerich Company Q3 2023 2023-10-31 D
EVLV Evolv Technologies Holdings, Inc. Q2 2023 2023-08-10 B+
TGLS Tecnoglass Inc. Q2 2023 2023-08-08 A
OSK Oshkosh Corporation Q2 2023 2023-08-01 B+
NXT Nextracker Inc. Q1 2024 2023-07-28 C+
USAP Universal Stainless & Alloy Products, In Q2 2023 2023-07-26 B
DLR Digital Realty Trust, Inc. Q4 2022 2023-02-16 C+
ROAD Construction Partners, Inc. Q1 2023 2023-02-10 A
FLNC Fluence Energy, Inc. Q1 2023 2023-02-09 B+
ACLS Axcelis Technologies, Inc. Q4 2022 2023-02-09 A
SMRT SmartRent, Inc. Q3 2022 2022-11-13 B
PFMT Performant Financial Corporation Q3 2022 2022-11-12 C
BEEM Beam Global Q3 2022 2022-11-10 C+
TT Trane Technologies plc Q3 2022 2022-11-02 A
PLOW Douglas Dynamics, Inc. Q3 2022 2022-11-01 B+
FSLR First Solar, Inc. Q3 2022 2022-10-28 C+
RDI Reading International, Inc. Q2 2022 2022-08-14 C
CMAX CareMax, Inc. Q2 2022 2022-08-13 C
EVGO EVgo, Inc. Q2 2022 2022-08-09 C+
UUUU Energy Fuels Inc. Q2 2022 2022-08-09 C
CRL Charles River Laboratories International Q2 2022 2022-08-03 C
SYM Symbotic Inc. Q3 2022 2022-08-01 B+
VNRX VolitionRx Limited Q1 2022 2022-05-12 F
NSIT Insight Enterprises, Inc. Q1 2022 2022-05-08 A
KTCC Key Tronic Corporation Q3 2022 2022-05-07 C
JCI Johnson Controls International plc Q2 2022 2022-05-04 C
VSH Vishay Intertechnology, Inc. Q1 2022 2022-05-03 B
SILC Silicom Ltd. Q1 2022 2022-04-30 B+
ADSE ADS-TEC Energy PLC Q4 2021 2022-04-28 D
VALN Valneva SE Q4 2021 2022-03-24 C
FAT FAT Brands Inc. Q4 2021 2022-03-21 F
CDMO Avid Bioservices, Inc. Q3 2022 2022-03-08 B+
CMT Core Molding Technologies, Inc. Q4 2021 2022-03-08 C+
STN Stantec Inc. Q4 2021 2022-02-27 A
AMAT Applied Materials, Inc. Q1 2022 2022-02-16 B+
FLUX Flux Power Holdings, Inc. Q2 2022 2022-02-10 D
PLUS ePlus inc. Q3 2022 2022-02-03 C+
GFS GLOBALFOUNDRIES Inc. Q3 2021 2021-11-30 A
PNR Pentair plc Q3 2021 2021-10-26 C+
GDS GDS Holdings Limited Q2 2021 2021-08-17 C+
AGYS Agilysys, Inc. Q1 2022 2021-07-27 A
DOV Dover Corporation Q2 2021 2021-07-20 B+
BKYI BIO-key International, Inc. Q3 2018 2018-11-15 D
TPIC TPI Composites, Inc. Q3 2018 2018-11-11 C
PRIM Primoris Services Corporation Q2 2018 2018-08-11 C+
FTK Flotek Industries, Inc. Q2 2018 2018-08-08 F
NPO EnPro Industries, Inc. Q2 2018 2018-08-02 C
MVIS MicroVision, Inc. Q2 2018 2018-07-31 D
FSS Federal Signal Corporation Q1 2018 2018-05-12 A
CG The Carlyle Group Inc. Q1 2018 2018-05-04 B
CPK Chesapeake Utilities Corporation Q3 2017 2017-11-10 A
LEA Lear Corporation Q2 2017 2017-07-26 B+
VSAT Viasat, Inc. Q4 2017 2017-05-23 C+
TGEN Tecogen Inc. Q2 2016 2016-08-10 C+
GOGO Gogo Inc. Q1 2016 2016-05-06 C+

How the model reasoned

VALN · Q4 2021 → YESThe question is about whether management describes future business that counterparties have already committed to, that's large relative to current business, and expected soon. NO The transcript shows management referencing existing purchase agreements and specific deliveries (e.g., 24.3 million doses in Q2-Q3 2022), but the overall 2022 revenue guidance explicitly includes both existing agreements and anticipated new contracts to be concluded over the coming months. The "up to" structure and 2022-2023 timeline indicate that not all volume is firmly committed and secured today, with some elements still in negotiation or pipeline. Management does not frame the full guidance range as already-decided and disproportionate in a way that excludes future deals; instead, it presents the range as incorporating both secured and expected additional contracts.
EVLV · Q2 2023 → YESThe question is about whether management describes future business that counterparties have already committed to, that's large relative to current business, with conversion expected soon. YES The transcript explicitly presents RPO of $198.3 million as a record high, up 145% year-over-year and 23% sequentially, and frames it as committed future revenue from existing contracts. Management contrasts this with current quarterly revenue of $19.8 million and ARR of $54 million, stating 2023 ARR will more than double from $34 million at the end of 2022 to $70-72 million. They note subscriptions growing to 4,500 by year-end from 3,386, with RPO expected to support this growth.
HSAI · Q4 2023 → YESThe question is about whether management describes future business that counterparties have already committed to, that's large relative to current business, with conversion expected soon. NO The transcript describes forward business through customer forecasts, order book additions, and planned SOP expansions for 2024, but does not present any committed, secured contracts or programs as "large relative to current reported business" with the required disproportion in management's own framing. Instead, it frames these as forecast-based growth and pipeline expansions, with explicit distinctions between awarded programs and RFI/RFQ opportunities.

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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.