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Small company, disproportionate current wins

Small company, disproportionate current wins: the period's actual events are big relative to the enterprise

Calls Tested
499
Answered YES
12
Hit Rate
2.4%
rare by design

Precipio, Inc. (PRPO) — this company's answers

NO on the Q3 2018 call 2018-11-19 D
The model's full reasoning — Q3 2018 call → NO我们根据要求判断:管理层是否描述了具体已发生的商业事件,这些事件相对于公司当前规模很大,并且管理层自己传达了这种不成比例,且这些事件只部分反映在报告结果中,大部分影响在未来。 从转录中看,管理层提到了: - 与Perkin Elmer的合作协议(co-marketing agreement),这是重大事件,Perkin Elmer是大型公司,管理层称“major industry player”、“multi-billion dollar market leader”,并说“cannot overestimate the importance of their selection of ICP”。但这是一个合作协议,不是已经产生大量收入的事件,而且管理层说“2019 revenues between several hundreds to several million dollars”是估计,属于未来潜在收入,不是已发生。这属于合作伙伴关系,但具体事件已发生(签署协议),但收入尚未实现,且规模相对公司来说很大。但问题是“already-occurred events”是否已经发生?协议已经签署,这是一个具体事件,但收入尚未发生。管理层说“The co-marketing agreement recently announced is the first step in building a strong ongoing relationship”,这算是已发生的事件。但该事件是否“LARGE RELATIVE TO THE COMPANY'S OWN CURRENT SIZE”?公司目前收入很小,而Perkin Elmer的协议可能带来数百万美元收入,相对大。但管理层没有明确说“这是公司最大的”或“与现有业务相比不成比例”,只是强调了重要性。另外,管理层还提到病理服务增长50%,以及HemeScreen等,但这些是常规进展。 关键点:管理层是否明确说这些事件只部分贡献于当前结果,大部分影响在未来?例如,Perkin Elmer协议是未来收入,当前报告结果尚未包含。病理服务增长是已实现的,但那是常规增长。HemeScreen刚推出,有订单,但也是初期。 整体上,管理层描述的事件中,Perkin Elmer合作是重大事件,但尚未产生收入,属于未来。而且管理层说“we estimate 2019 revenues between several hundreds to several million dollars”,是估计,不是已发生。所以这不符合“已发生”且“大部分影响还在未来”的条件?协议签署是事实,但它本身是合作,不是收入事件。另外,管理层的表述没有明确说“这些事件只部分反映在结果中”,而是说“这将是未来的收入”。 再看其他:IV-Cell试销,HemeScreen推出,但都是早期。没有像“我们签了一个大合同,但只交付了一部分”这样的描述。 因此,我认为没有明确说明“具体已发生且规模不成比例,且大部分影响在未来”这一现象。管理层更多是描述进展和未来预期。 所以答案是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 SPECIFIC BUSINESS EVENTS THAT ACTUALLY OCCURRED IN OR AROUND THE RECENT PERIOD — such as contracts or orders won, customers or programs signed, volumes shipped, facilities or offerings gone live, or commitments received — that are LARGE RELATIVE TO THE COMPANY'S OWN CURRENT SIZE, with management itself conveying the disproportion (for example by calling them the largest or most significant of their kind for this company, comparing them to the scale of the existing business, or describing how the company must now stretch, expand, or reorganize to handle them), AND does management indicate that these events have contributed only partially to the reported results, with most of their effect still ahead? Answer YES when management's own words convey this ONE phenomenon, in whatever form fits the industry: real, already-occurred events out of proportion to a still-small enterprise, narrated by operators now working to absorb them, so the reported numbers describe the company before the events land. One dominant event or several together both count, so long as the disproportion is management's own framing grounded in the specific events rather than in market-size claims. Answer NO if the events described are the company's ordinary rhythm of wins at its usual scale. NO if the 'big' items are pipeline, bids, negotiations, letters of intent, market opportunity, or anything contingent on approvals, financing, or decisions not yet made. NO if the events are already substantially delivered and reflected in the reported results. NO if the company is large or diversified enough that the events would not visibly change its scale. NO if management attributes the events chiefly to one-time conditions it expects to reverse. NO if the disproportion 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.

Companies that answered YES

TickerCompanyCallDateCall grade
KOPN Kopin Corporation Q4 2023 2024-03-14 C+
NBTX Nanobiotix S.A. Q2 2023 2023-09-27 D
GVP GSE Systems, Inc. Q1 2023 2023-05-15 D
EVGO EVgo, Inc. Q2 2022 2022-08-09 C+
SYM Symbotic Inc. Q3 2022 2022-08-01 B+
VNRX VolitionRx Limited Q1 2022 2022-05-12 F
FAT FAT Brands Inc. Q4 2021 2022-03-21 F
FLUX Flux Power Holdings, Inc. Q2 2022 2022-02-10 D
BFI BurgerFi International, Inc. Q3 2021 2021-11-12 C
LIND Lindblad Expeditions Holdings, Inc. Q2 2017 2017-08-06 C
ARAY Accuray Incorporated Q4 2016 2016-08-17 B
GOGO Gogo Inc. Q1 2016 2016-05-06 C+

How the model reasoned

LIND · Q2 2017 → YESThe question is about whether management describes specific business events that actually occurred recently, that are large relative to the company's size, with most of their effect still ahead. YES The transcript shows management describing the recent launch of the National Geographic Quest (first guests July 29, just after quarter-end) as a major milestone: "the next leg of that growth strategy is now firmly underway," "the most advanced passenger ship built in the U.S. in decades," and "we are now on the precipice of delivering on the investment thesis from 2015.
GVP · Q1 2023 → YESThe question is about whether management describes specific business events that actually occurred, large relative to the company's size, with most effect still ahead. YES The transcript shows management describing specific, already-awarded contracts and orders ($19.1 million in new awards, including a $28 million five-year renewal with U.S. government labs) that are framed as the highest in nearly three years and the highest backlog in over a year.
GOGO · Q1 2016 → YESThe question is about whether management describes specific business events that actually occurred, large relative to the company's size, with most effect still ahead. YES The transcript shows management describing the 2Ku awards exceeding 1000 aircraft as a major milestone that has taken flight, with the company now needing to accelerate deployment, increase production rates, and potentially secure additional capital to absorb the scale.

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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.