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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

Zenvia Inc. (ZENV) — this company's answers

NO on the Q4 2021 call 2022-03-17 C+
The model's full reasoning — Q4 2021 call → NOWe need answer YES or NO based on transcript. Need analyze if management's account built around first-time events, genuine firsts already accomplished, at least two distinct, presented as beginnings with repetition forming. Let's parse transcript. Company Zenvia, Q4 2021 earnings. They discuss results, growth, acquisitions, IPO in July 2021. They mention "IPO in July of '21 was a special occasion" - first time? IPO is a first-time event for company, but is it in period? Q4 2021 and full year 2021. IPO occurred in July 2021, so within period. But is it a "first" that is beginning repetition? No, IPO is one-off, not repeating. But management mentions "internationalization plans were implemented with acquisition of [indiscernible] in second half of '20, and launch of operations in Mexico. In '21 international revenues already represented roughly 6% of total." Launch of operations in Mexico is a first entry into geography? It happened in 2021? They say "internationalization plans were implemented with acquisition ... and launch of operations in Mexico. In '21 international revenues already represented roughly 6% of total." That is a first entry into Mexico? It is a first-time event, and international revenues now 6% - beginning? They might expect growth. But is it prominent? They mention as milestone. They also mention "we have launched new products, such as trusted SMS, and also added new channels, such as RCS and Instagram API." These are first-time launches? New products/channels. But are they "firsts" with repetition forming? They are new offerings, but not necessarily described as first instances of repeating activity. They are product launches. They mention "We were very active in last three years in M&A as we have completed five acquisitions that are effectively transforming our company." Acquisitions are firsts? Not necessarily. They mention "In '21, we implemented the integration of ceramic with full integration achieves now in Q1 '22. We're also working together with A1 team to map and understand synergies, which led us to decide accelerating integration. Since data integration is on track with back office activities and structures already fully integrated, since data plays an important role changes the core of our platform by adding data analytics and AI.

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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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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.