Question Bank › Two-sided intensity

Two-sided intensity

Two-sided intensity: both new counterparties arriving and existing ones enlarging in the same recent period

Calls Tested
496
Answered YES
88
Hit Rate
17.7%
rare by design

Photronics, Inc. (PLAB) — this company's answers

NO on the Q2 2017 call 2017-05-17 C+
The model's full reasoning — Q2 2017 call → NO我们根据提供的财报电话会议记录来分析。问题问的是:在最近的时期,公司业务是否从两个方向同时加强:(1)新的付费客户/合作伙伴/项目实际到来(签约、订购或开始交易),作为真实事件而非管道;(2)现有客户/关系扩大了他们的订单、范围、数量、站点、使用或承诺,且是客户自己选择的,而非仅仅价格上升。管理层的描述是否将这种双向增长视为当前观察到的模式,并对未来有意义。 我们需要从记录中寻找证据。 首先,关于新客户/合作伙伴/项目:记录中提到了与DNP的合资企业,但这是刚宣布的,可能不是“最近时期”的,而且更像是战略合作,而非新客户。记录中还提到“我们发货了我们认为在客户案例中他们首批AMOLED掩膜版到中国”以及“另一个客户案例中我们和另一家供应商发货了他们的首批AMOLED掩膜版”。这似乎是向新客户或新项目发货,但需要确认是否是“最近时期”且是真实事件。另外,关于中国晶圆厂,提到“我们最大的IC客户已获批准在我们新的中国晶圆厂生产28纳米”,但这是未来的事情。 关于现有客户扩大:记录中多次提到“高分辨率内存需求对我们的销售产生了积极影响”,“FPD业务在季度内逐月增长”,“我们以满载产能退出季度”,以及“我们预计这一趋势将继续”。此外,提到“我们正在安装新工具,预计将充分利用”,但这是新增产能,不是现有客户扩大。还有提到“14纳米量产项目正在进行,而且比我们预期的要早”,但这是技术节点,不是具体客户。 问题要求“新客户实际到来”和“现有客户扩大”两者同时存在。记录中是否有明确提到两者?让我们仔细搜索。 关于新客户:在FPD部分,提到“我们发货了首批AMOLED掩膜版到中国”给某个客户,以及另一个客户的首批。这暗示新客户或新应用。在IC部分,提到“高分辨率内存需求”但可能来自现有客户。另外,关于中国晶圆厂,虽然有新工厂,但客户是现有客户。 关于现有客户扩大:提到“FPD业务逐月增长”,“主流需求强劲”,但这是总量增加,可能来自现有客户。还提到“我们最大的IC客户已获批准在我们新的中国晶圆厂生产28纳米”,这将是现有客户扩大。 但管理层是否明确将两者作为“最近时期”的已发生事实?在回答中,管理层提到了“我们发货了首批AMOLED掩膜版到中国”,但这是不是最近时期?记录中,Peter说:“事实上,我们上个季度发货了我们认为在客户案例中他们的首批AMOLED掩膜版到中国,在另一个客户案例中我们相信我们和另一家供应商发货了他们首批AMOLED掩膜版到他们的生产线。”这似乎是过去一个季度的事件,也就是说最近时期。这属于新客户或新项目开始。 关于现有客户扩大:Peter提到“FPD业务在季度内逐月增长,四月是最强的月份”,“我们以满载产能退出季度”。这暗示现有客户的订单在增加。另外,在IC部分,提到“高分辨率内存需求产生了积极影响”,但可能是现有客户。 然而,问题要求“新的付费客户/合作伙伴/程序实际上到来”且“现有客户扩大”同时存在。管理层是否明确将两者联系在一起?在回答中,Peter说:“我们看到第二季度业绩基本与第一季度持平。我们在季度内看到了业务需求改善,并相信这些积极趋势将继续进入下半年。”但这是整体趋势,没有具体分开。 让我们寻找更具体的表述。在关于FPD的讨论中,Peter说:“FPD销售连续改善,主要是由于强劲的主流需求。”并提到发货首批AMOLED掩膜版。这既涉及新应用(AMOLED)也可能是新客户。在IC部分,提到内存需求,但可能来自现有客户。 但问题要求“新的付费counterparties actually arrived”和“existing counterparties enlarged”同时发生。记录中是否有明确说“我们获得了新客户”和“现有客户增加了订单”?可能没有明确用“新客户”这个词,但提到“首批”暗示新客户或新项目。而现有客户扩大体现在逐月增长。 然而,管理层是否将这两者作为“观察到的当前模式”呈现?在总结中,Peter说:“所以总结一下,第二季度业绩基本与第一季度持平。我们在季度内看到了业务需求改善,并相信这些积极趋势将继续进入下半年。”这比较模糊。 另一个点是关于中国晶圆厂,但那是未来的。 也许有更明确的表述。在回答分析师问题时,Peter提到“高分辨率内存需求产生了积极影响”,“我们预计在下一季度会看到更多外包”,但那是未来。 我认为,从记录中,我们确实看到管理层提到“首批AMOLED掩膜版发货”作为近期事件,这可以视为新客户或新项目开始。同时,现有客户扩大体现在FPD逐月增长和满载运行。但管理层是否明确将两者作为“两方面的加强”?可能没有明确说“新客户”和“现有客户增加”,但隐含了。 然而,问题严格要求:管理层是否用他们自己的话传达了两者都是最近时期已经发生的事实?记录中,Peter说:“FPD销售改善逐月,四月最强”,“我们满载退出”。这属于现有业务扩大。同时,他提到“我们发货了首批AMOLED掩膜版到中国”给客户,这属于新项目。所以两者都有。 但注意,关于AMOLED,可能不是新客户,而是现有客户的新产品?记录中没有明确说是新客户,而是说“我们相信在客户案例中他们的首批AMOLED掩膜版”,这可能意味着现有客户第一次做AMOLED,所以是现有客户的新应用,也算扩大。 问题问的是“新支付对手方实际到达”和“现有对手方扩大”。如果现有客户扩大了(例如增加订单),那是第二项。但“新支付对手方”指的是新的客户或合作伙伴,而不仅仅是新应用。这里可能不是新客户,而是现有客户的新产品线。 此外,关于IC,没有提到新客户,只有现有客户的增长。 在回答中,管理层没有明确说“我们获得了新客户”。他们提到了发货到中国,但可能是现有客户。 也许看看关于JV的讨论,但那是战略,不是销售。 我认为,严格来说,可

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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 in the RECENT PERIOD the company's business intensified from BOTH directions at once — (1) NEW paying counterparties actually arrived: fresh customers, accounts, partners, or programs that actually signed, ordered, or began transacting in the recent period, described as real events rather than pipeline; AND (2) EXISTING counterparties enlarged what they take: accounts or relationships the company already had that visibly stepped up their orders, scope, volumes, sites, usage, or commitments in the same recent period, by the counterparty's own choice rather than through price increases alone — with management presenting this two-sided build as an observed, current pattern that is meaningful to where the company is heading? Answer YES when management's own words convey both halves as already-occurring facts of the recent period, in whatever form fits the industry, grounded in real activity (actual signings, orders, deployments, volumes, or usage) rather than hopes, and management treats the combination — widening and deepening together — as characterizing the business now, with more of both still forming. Answer NO if only one side is present — new wins without existing relationships growing, or expansion within the base without new arrivals. NO if either side is described only through pipeline, interest, plans, or projections. NO if the pattern rests on a single large deal, seasonal catch-up, restocking, or a condition management expects to fade. NO if the growth described is chiefly price increases pushed onto unchanged volumes. NO if the two-sided framing appears only in an analyst's question or summary that management does not itself affirm. 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+
WRBY Warby Parker Inc. Q1 2024 2024-05-09 A
LINC Lincoln Educational Services Corporation Q1 2024 2024-05-06 B+
SNV Synovus Financial Corp. Q1 2024 2024-04-18 B
PBR Petróleo Brasileiro S.A. - Petrobras Q4 2023 2024-03-08 D
NICE NICE Ltd. Q4 2023 2024-02-22 B+
SBS Companhia de Saneamento Básico do Estado Q3 2023 2023-11-10 C+
DASH DoorDash, Inc. Q3 2023 2023-11-01 C+
BZUN Baozun Inc. Q2 2023 2023-08-28 D
VIPS Vipshop Holdings Limited Q2 2023 2023-08-18 C+
SPT Sprout Social, Inc. Q2 2023 2023-08-04 B+
PERI Perion Network Ltd. Q2 2023 2023-08-02 A
IMAX IMAX Corporation Q2 2023 2023-07-26 B+
PFIE Profire Energy, Inc. Q1 2023 2023-05-13 B
SPIR Spire Global, Inc. Q1 2023 2023-05-10 B
CALX Calix, Inc. Q1 2023 2023-04-20 C+
TACT TransAct Technologies Incorporated Q4 2022 2023-03-08 A
DKS DICK'S Sporting Goods, Inc. Q4 2022 2023-03-07 B
TOST Toast, Inc. Q4 2022 2023-02-16 C+
ADPT Adaptive Biotechnologies Corporation Q4 2022 2023-02-14 C+
HIW Highwoods Properties, Inc. Q4 2022 2023-02-08 B
CNA CNA Financial Corporation Q4 2022 2023-02-06 B
SIBN SI-BONE, Inc. Q3 2022 2022-11-07 C+
MEC Mayville Engineering Company, Inc. Q3 2022 2022-11-05 B+
SYY Sysco Corporation Q1 2023 2022-11-01 C+
KEY KeyCorp Q3 2022 2022-10-20 B+
TMCI Treace Medical Concepts, Inc. Q2 2022 2022-08-13 B+
EVGO EVgo, Inc. Q2 2022 2022-08-09 C+
DM Desktop Metal, Inc. Q2 2022 2022-08-08 F
FLR Fluor Corporation Q2 2022 2022-08-05 D
IT Gartner, Inc. Q2 2022 2022-08-02 A
UPWK Upwork Inc. Q2 2022 2022-07-27 C+
CME CME Group Inc. Q2 2022 2022-07-27 B
OGI OrganiGram Holdings Inc. Q3 2022 2022-07-14 B+
SE Sea Limited Q1 2022 2022-05-17 F
FLYW Flywire Corporation Q1 2022 2022-05-14 B+
ZVIA Zevia PBC Q1 2022 2022-05-12 B
OPK OPKO Health, Inc. Q1 2022 2022-05-09 D
BXP Boston Properties, Inc. Q1 2022 2022-05-03 A
CNXC Concentrix Corporation Q1 2022 2022-03-30 B
ZENV Zenvia Inc. Q4 2021 2022-03-17 C+
SOPH SOPHiA GENETICS SA Q4 2021 2022-03-15 C
RELY Remitly Global, Inc. Q4 2021 2022-03-02 B
FLUX Flux Power Holdings, Inc. Q2 2022 2022-02-10 D
GTES Gates Industrial Corporation plc Q4 2021 2022-02-07 C+
OOMA Ooma, Inc. Q3 2022 2021-12-02 B+
KTB Kontoor Brands, Inc. Q3 2021 2021-11-04 A
CYBR CyberArk Software Ltd. Q3 2021 2021-11-04 B+
IRBT iRobot Corporation Q3 2021 2021-10-28 D
ASAN Asana, Inc. Q2 2022 2021-09-01 B+
TJX The TJX Companies, Inc. Q2 2021 2021-08-18 C
UFI Unifi, Inc. Q4 2021 2021-08-07 B
TENB Tenable Holdings, Inc. Q2 2021 2021-07-27 A
TCBI Texas Capital Bancshares, Inc. Q2 2021 2021-07-21 F
CMTL Comtech Telecommunications Corp. Q1 2019 2018-12-07 B+
ADSK Autodesk, Inc. Q3 2019 2018-11-20 A
OGE OGE Energy Corp. Q3 2018 2018-11-08 A
ROP Roper Technologies, Inc. Q2 2018 2018-07-26 A
CP Canadian Pacific Railway Limited Q2 2018 2018-07-19 B+
MKC McCormick & Company, Incorporated Q2 2018 2018-06-28 C+
SATS EchoStar Corporation Q1 2018 2018-05-10 C+
BCOV Brightcove Inc. Q1 2018 2018-04-26 B+
ALLY Ally Financial Inc. Q1 2018 2018-04-26 B+
ILMN Illumina, Inc. Q1 2018 2018-04-24 A
UPLD Upland Software, Inc. Q4 2017 2018-03-08 C+
EPAM EPAM Systems, Inc. Q4 2017 2018-02-16 B
DLHC DLH Holdings Corp. Q1 2018 2018-02-06 C+
UNH UnitedHealth Group Incorporated Q4 2017 2018-01-16 A
MITK Mitek Systems, Inc. Q4 2017 2017-11-07 C+
MKTX MarketAxess Holdings Inc. Q3 2017 2017-10-25 C+
SBFG SB Financial Group, Inc. Q3 2017 2017-10-20 A
GNTX Gentex Corporation Q3 2017 2017-10-20 B
BCE BCE Inc. Q2 2017 2017-08-05 B+
CCOI Cogent Communications Holdings, Inc. Q2 2017 2017-08-03 B
FLEX Flex Ltd. Q1 2018 2017-07-28 F
ABM ABM Industries Incorporated Q2 2017 2017-06-08 B
IONS Ionis Pharmaceuticals, Inc. Q1 2017 2017-05-09 C
ICFI ICF International, Inc. Q1 2017 2017-05-06 B+
ATO Atmos Energy Corporation Q1 2017 2017-02-08 A
EFSC Enterprise Financial Services Corp Q4 2016 2017-01-24 B+
WYY WidePoint Corporation Q3 2016 2016-11-09 D
BCH Banco de Chile Q3 2016 2016-10-30 B+
ULBI Ultralife Corporation Q3 2016 2016-10-29 C+
MAT Mattel, Inc. Q3 2016 2016-10-19 C
VRNS Varonis Systems, Inc. Q2 2016 2016-08-09 B+
GOGO Gogo Inc. Q1 2016 2016-05-06 C+
WK Workiva Inc. Q4 2015 2016-03-01 B
HPP Hudson Pacific Properties, Inc. Q4 2015 2016-02-25 C

How the model reasoned

PFIE · Q1 2023 → YESThe question is about whether management describes intensification from BOTH new paying counterparties AND existing ones enlarging what they take, in the recent period, as observed facts. YES Management describes both new arrivals ("new customers," "new opportunities," "several project opportunities," "notable customers" including specific ones like Equitrans Midstream and Enterprise Products) and existing-customer expansion ("repeat orders," "repeat business," "repeat orders from one of the United States’ largest producers," " 85,000 burner management solutions," "large uptick... on retrofits") as already-completed facts in the recent period. They present the combination—widening the customer base while deepening relationships—as the current observed pattern driving the business forward.
EPAM · Q4 2017 → YESThe question is about whether management describes that in the recent period the company's business intensified from BOTH directions at once: new paying counterparties arrived AND existing ones enlarg...YES Management describes both sides occurring together in the recent period: new engagements with clients (including specific examples like the European multinational and Global Health Services Company that started less than 12 months ago) alongside growth within the top 20 existing accounts (more than 18% year-over-year) and even stronger growth outside those 20 (34%). They frame this as an observed pattern of widening and deepening the business now, with continued diversification and expansion across both new and existing relationships.
UNH · Q4 2017 → YESThe question is about whether management describes that in the recent period the company's business intensified from BOTH directions at once: new paying counterparties arrived AND existing ones enlarg...YES Management describes both new paying counterparties (e.g., new states like West Virginia, hospitals using Rally, healthcare transformation alliance with 10 companies, acquisitions like Banmedica and DaVita) and existing ones enlarging (e.g., serving nearly 1 million more seniors in Medicare, 465,000 more in commercial group, strong growth with existing client base for PBM, doubled Rally IDs, 7% same-store growth for SCA, highest Q4 script growth).

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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.