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Quarter of firsts: the period's story is built from first-time events the company has never done before, now…

Quarter of firsts: the period's story is built from first-time events the company has never done before, now starting to

Calls Tested
376
Answered YES
3
Hit Rate
0.8%
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 → NOWe need answer YES or NO based on transcript. Need determine if management's account of just-reported period built substantially around first-time events, genuine firsts already accomplished, at least two distinct first-time events, presented as beginnings with repetition forming. Let's analyze transcript. It's EPAM Q4 2017 earnings call. Management discusses results, growth, capabilities, talent, etc. Need identify first-time events. They mention 25th anniversary, but not first. They mention "In 2017, we welcomed over 6,000 new employees" not first. "over 4,000 students enrolled in our university enrichment program, the largest group since we began this initiative almost 14 years ago." That's a first? Largest group ever, but not necessarily first-time event. They mention "EPAM was included by InfoWorld into the group of tech companies leading in open source contributions by placing us as a number 14 on the list of Top 30, where we were surrounded by the most respectful global software and technology brands in the world. Worth to note that EPAM was the only one representative of large global software services firms on the list of leading open source contributors." That is a first-time recognition? It's an achievement, but not a business first like first sale. They mention "Working with UBS, we created and delivery to solution around digital wealth management... In December, UBS and EPAM were voted the best use of IT private banking wealth management for Smart Wealth app as a banking technology award." That's an award, not first-time event? Could be first award? But not necessarily. They mention "we are currently working with European multinational corporation that specialized in industrial engineering and automation solution... creation of digital factory center of excellence" - not first. "Another example is enterprise digital transformation initiative we just started with Global Health Services Company..." - just started, not first. They mention "our emerging verticals delivery and another strong quarter is growth or 57% driven primarily by healthcare energy and now also by automotive clients." Automotive clients? They say "now also by automotive clients." Is that a first? They mention "We didn't have much business in this segment probably 24 months ago.

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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, is management's account of the just-reported period built substantially around FIRST-TIME EVENTS — real things the company actually did or achieved in or around this period that, in management's own telling, the company had NEVER DONE BEFORE — with management treating these firsts not as curiosities but as the OPENING INSTANCES of activity that is now beginning to repeat or scale? Answer YES when management's own words convey, in whatever form fits the business, ONE coherent pattern with BOTH halves present: (1) GENUINE FIRSTS, ALREADY ACCOMPLISHED, CARRYING THE STORY. Management describes at least TWO distinct first-time events from the recent period or the weeks around it — things done, not planned — and marks them, directly or plainly in substance, as new territory for THIS company: for example, a first commercial sale, shipment, delivery, or deployment of an offering; a first customer of a new kind, size, or market; a first facility, site, location, or capacity brought into operation; a first entry into a geography, channel, or application now transacting; a first period in which a product, unit, or operation reached a level it had never reached; or another concrete first that fits the industry. The firsts must be REAL AND CURRENT — actually occurred, with operating substance behind them — and must be prominent in how management tells the period's story rather than mentioned in passing. (2) THE FIRSTS ARE PRESENTED AS BEGINNINGS, WITH REPETITION ALREADY FORMING. Management conveys, in its own voice, that these first instances are the front of something continuing: the second and further instances of the same kind are already happening, already committed, already scheduled, or visibly forming now — follow-on orders behind the first order, additional customers behind the first customer, further sites behind the first site, continued output behind the first output — so that the reported results contain only the earliest portion of what these firsts have started, with the larger contribution still ahead. Answer NO if the call is a routine period at an established business with no meaningful first-time events in management's own telling. NO if only one first is described, or the firsts are trivial housekeeping items management itself treats as immaterial. NO if the "firsts" are still plans, pipeline, pilots without real transactions, or contingent on approvals, financing, or decisions not yet made. NO if management presents the firsts as one-off occurrences with nothing of the same kind forming behind them. NO if the repetition is expressed only as hope, market size, or generic optimism rather than as activity already occurring, committed, or visibly forming. NO if the first-time 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
GIII G-III Apparel Group, Ltd. Q4 2024 2024-03-14 C
ADSE ADS-TEC Energy PLC Q4 2021 2022-04-28 D
CUBI Customers Bancorp, Inc. Q3 2018 2018-10-26 C+

How the model reasoned

CUBI · Q3 2018 → YESThe question is: Does management's account of the just-reported period built substantially around FIRST-TIME EVENTS that the company had NEVER DONE BEFORE, treating them as the OPENING INSTANCES of ac...YES The transcript shows two clear first-time events that management presents as the start of ongoing activity: the launch of the CB digital bank (first direct bank for high-net-worth customers, already generating $52–100 million monthly core deposits) and the launch of consumer loan offerings with Upstart (first partnership, with consumer loans expected to grow into a larger part of the earning asset base over 12–18 months). These are framed as new territory for the company, with repetition already forming through sustained deposit inflows and expanding loan contributions. Other items like securities sales and deposit improvements are supportive but secondary to these launches in the period’s narrative.
GIII · Q4 2024 → YESThe question is about whether management's account of the just-reported period is built substantially around FIRST-TIME EVENTS that the company had NEVER DONE BEFORE, treated as opening instances of a...YES The transcript shows management's account centered on multiple genuine first-time events from the recent period, treated as openings with repetition forming: - Launch of Donna Karan collection (first commercial deployment of the iconic brand), supported by the largest marketing campaign ever for G-III and new fragrance launch. - Nautica Jeans launch this spring with 200+ doors. - First-ever beach club and restaurant for Vilebrequin in Cannes. - First five-star luxury hotel in Macau for Karl Lagerfeld. - Newly opened Paris location and first market for Champion outerwear.
ADSE · Q4 2021 → YESThe question is about whether management's account of the just-reported period is built substantially around FIRST-TIME EVENTS that are genuine firsts already accomplished, and presented as beginnings...

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