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Operating in the future tense

Operating in the future tense: management treats the next, larger stage of the business as already underway, and the fir

Calls Tested
441
Answered YES
48
Hit Rate
10.9%
rare by design

Mayville Engineering Company, Inc. (MEC) — this company's answers

NO on the Q3 2022 call 2022-11-05 B+
The model's full reasoning — Q3 2022 call → NO我们根据提供的财报电话会议记录来判断。管理层是否谈论了公司业务的更大下一阶段,并且已经在朝着这个阶段运营(计划、准备、安排、人员配备、生产或基于这个更大阶段即将到来的假设做决策),同时第一阶段已经真实存在,管理层指出了具体的当前活动(实际订单、客户、发货、部署、工作、产出或正在发生的使用),而更大的阶段直接由此发展而来。 在记录中,管理层提到了多个方面:Hazel Park工厂已开始生产,这是当前活动。同时,他们谈论了MBX计划、新业务机会、EV项目等。但我们需要看是否有一个连贯的故事:当前活动是更大阶段的验证起点,并且管理层正在以运营者的方式为更大阶段做准备。 具体来看:Hag Reddy提到“我们开始生产于Hazel Park”,这是当前活动。然后他们谈论了未来增长,如“我们看到了未来五年显著增长的潜力”,但这是战略展望。他们提到了新业务管道,但那是管道,不是当前活动。他们提到了MBX计划,但那是内部改进。 关键点:是否有“第一阶段已经真实”和“更大阶段是工作假设”的连贯故事?例如,Hazel Park是第一阶段,更大阶段是全面生产?但管理层没有明确说Hazel Park是第一阶段,更大阶段是后续。他们只是说开始生产,并继续提升。 另外,他们提到了“我们最近赢得了一个大型零件家族用于电动并排车”,但那是新业务,尚未生产。他们提到了“我们正在与潜在客户合作”,那是管道。 在回答中,管理层说“我们正在为2023年做准备”,但那是常规规划。 我认为没有明确的两阶段故事。管理层谈论了当前业绩和未来展望,但未来展望是市场机会和战略,而不是具体的更大阶段。他们提到了“我们预计2023年将恢复正常的资本支出”,但那是财务规划。 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 talk about a LARGER NEXT STAGE of the company's business as something it is ALREADY OPERATING TOWARD — planning, preparing, scheduling, staffing, producing, or making decisions on the working assumption that this bigger stage is coming — AND is the FIRST STAGE of that same trajectory ALREADY REAL today, with management pointing to concrete current activity (actual orders, customers, shipments, deployments, work, output, or usage happening now) that the larger stage grows directly out of? Answer YES when BOTH halves come through in management's own words as one connected story, in whatever form fits the business: (1) THE PRESENT IS ALREADY PRODUCING. Management points to real, current business activity that exists now — not pipeline, interest, market size, or plans — and treats it as the validated beginning of something bigger: the first deliveries of a program, the initial customers of an offering now buying, a facility or capability now running its first volumes, early orders now being fulfilled, a rollout's first locations now operating, or an existing base of business now visibly building. (2) THE BIGGER NEXT STAGE IS TREATED AS THE WORKING ASSUMPTION, NOT A HOPE. Management speaks about a meaningfully larger continuation of that same activity — higher volumes, broader deployment, the next tranche, fuller utilization, wider rollout, the follow-on phase — in the manner of an operator already executing toward it: describing how the company is preparing, resourcing, scheduling, or sequencing for it; discussing its timing, logistics, or readiness as practical matters; or otherwise conveying that the company is being run today on the assumption that this larger stage arrives. The continuation should be grounded — already committed by counterparties, already scheduled, or strongly evidenced by what current activity is doing — and meaningful relative to the company's current size, so that today's reported results would understate the business if the trajectory simply continues. Answer NO if the forward discussion is general optimism, market opportunity, or strategic ambition without the company visibly operating toward a specific larger stage. NO if the bigger future is described only conditionally — dependent on winning demand, approvals, financing, or decisions not yet made — rather than as the company's working assumption. NO if there is no real current activity for the larger stage to grow out of (the first stage is still pipeline, pilot without results, or pre-launch). NO if the continuation described is just ordinary steady growth or the routine cadence this business always has, with no meaningfully larger stage ahead. NO if management is chiefly explaining delays, defending weakness, or walking back a previously promised ramp. NO if the two halves concern unrelated parts of the business rather than one trajectory. NO if the posture 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
LINC Lincoln Educational Services Corporation Q1 2024 2024-05-06 B+
NC NACCO Industries, Inc. Q1 2024 2024-05-05 C+
ASM Avino Silver & Gold Mines Ltd. Q4 2023 2024-03-21 C+
MNKD MannKind Corporation Q4 2023 2024-02-27 C
PUMP ProPetro Holding Corp. Q4 2023 2024-02-21 C+
GPRO GoPro, Inc. Q4 2023 2024-02-07 F
GPRE Green Plains Inc. Q4 2023 2024-02-07 F
HP Helmerich & Payne, Inc. Q1 2024 2024-01-30 C
EMKR EMCORE Corporation Q4 2023 2023-12-12 C+
TEL TE Connectivity Ltd. Q4 2023 2023-11-01 B
TGLS Tecnoglass Inc. Q2 2023 2023-08-08 A
MBLY Mobileye Global Inc. Q2 2023 2023-07-28 B+
PRPH ProPhase Labs, Inc. Q1 2023 2023-05-11 F
TACT TransAct Technologies Incorporated Q4 2022 2023-03-08 A
DKS DICK'S Sporting Goods, Inc. Q4 2022 2023-03-07 B
ESEA Euroseas Ltd. Q4 2022 2023-02-15 C+
PI Impinj, Inc. Q4 2022 2023-02-08 B+
UAL United Airlines Holdings, Inc. Q4 2022 2023-01-18 B
SOL ReneSola Ltd Q3 2022 2022-12-01 C+
SYY Sysco Corporation Q1 2023 2022-11-01 C+
PKX POSCO Holdings Inc. Q3 2022 2022-10-24 D
EVGO EVgo, Inc. Q2 2022 2022-08-09 C+
WD Walker & Dunlop, Inc. Q2 2022 2022-08-09 C+
SYM Symbotic Inc. Q3 2022 2022-08-01 B+
OGI OrganiGram Holdings Inc. Q3 2022 2022-07-14 B+
SQM Sociedad Química y Minera de Chile S.A. Q1 2022 2022-05-19 C+
VNRX VolitionRx Limited Q1 2022 2022-05-12 F
FAT FAT Brands Inc. Q4 2021 2022-03-21 F
ZENV Zenvia Inc. Q4 2021 2022-03-17 C+
KD Kyndryl Holdings, Inc. Q4 2021 2022-03-01 C+
AKAM Akamai Technologies, Inc. Q4 2021 2022-02-15 B
OOMA Ooma, Inc. Q3 2022 2021-12-02 B+
GFS GLOBALFOUNDRIES Inc. Q3 2021 2021-11-30 A
RNW ReNew Energy Global Plc Q2 2022 2021-11-18 C
LOW Lowe's Companies, Inc. Q3 2021 2021-11-17 B+
HNRG Hallador Energy Company Q3 2021 2021-11-09 C+
KTB Kontoor Brands, Inc. Q3 2021 2021-11-04 A
ASAN Asana, Inc. Q2 2022 2021-09-01 B+
OWL Blue Owl Capital Inc. Q2 2021 2021-08-10 B+
LOPE Grand Canyon Education, Inc. Q2 2021 2021-08-08 C
EEX Emerald Holding, Inc. Q2 2021 2021-08-01 C+
ALB Albemarle Corporation Q3 2018 2018-11-08 B
XOM Exxon Mobil Corporation Q2 2018 2018-07-27 C
UNH UnitedHealth Group Incorporated Q4 2017 2018-01-16 A
CPK Chesapeake Utilities Corporation Q3 2017 2017-11-10 A
BCE BCE Inc. Q2 2017 2017-08-05 B+
BIIB Biogen Inc. Q2 2017 2017-07-25 B
BP BP p.l.c. Q4 2016 2017-02-07 B+

How the model reasoned

XOM · Q2 2018 → YESThe question is about whether management talks about a larger next stage of the business that they're already operating toward, and if the first stage is already real with concrete current activity. ...YES The transcript shows management treating Guyana as the larger next stage of their Upstream growth trajectory. They describe concrete current activity in exploration and early development (eighth discovery on Stabroek block, Longtail well with 256 feet of high-quality oil, pre-drilling at Liza-1 Phase 1 starting May 2018 with Noble Bob Douglas rig, top hole sections on six wells completed, intermediate sections underway, conversion work on FPSO Liza Destiny progressing in Singapore, draft environmental impact assessment and development plan submitted for Liza Phase 2 targeting 2022 start-up, Payara development targeting FID 2019 with 180 kbpd 2022-2023) as the validated beginning of a program that will deliver up to 5 FPSOs producing over 750,000 barrels per day by 2025 from current zero production.
NC · Q1 2024 → YESThe question is about whether management talks about a larger next stage of the business that they're already operating toward, and if the first stage is already real with concrete current activity. ...YES The transcript shows management treating Mitigation Resources as the larger next stage of the company's business, already operating toward it with concrete current activity in advancing existing projects and acquiring new land (first stage now producing modest income trajectory), while planning, resourcing, and sequencing for further expansion with sustainable profitability in future years as the working 2025+ assumption. North American Mining's lithium contract similarly qualifies as the first stage (Sawtooth contributing moderate income now during construction) growing directly into the production phase (2027-2028) as the larger stage, with the company sequencing toward it under the contract.
EMKR · Q4 2023 → YESThe question is about whether management talks about a larger next stage of the business that they're already operating toward, and if the first stage is already real with concrete current activity. ...YES The transcript shows management treating the current Inertial Navigation business as the validated first stage of a larger aerospace and defense trajectory. They point to concrete present activity: $26.8 million Q4 revenue (sixth consecutive quarter of sequential growth), $67 million backlog, first low-rate initial production shipments of an advanced targeting system expected this quarter (pending circuit boards), doubling production for the Mark 48 torpedo (already notified by Navy), additional production orders for precision guided munitions, and Ukraine business expansion. These are not pipeline items; they are shipments, production ramps, and orders already in motion.

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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.