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Upside surprise with durable, still-building causes

Calls Tested
421
Answered YES
46
Hit Rate
10.9%
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 only YES or NO. Need evaluate based on transcript. Need determine if management describes clear positive step-up in just-reported period stronger than own recent norm/expectations, and attributes mainly to durable company-specific causes still in effect. Transcript: Q4 2017 results. Revenue growth 25% annual, Q4 27.4% reported, 23.8% constant currency. Strong. Management says "finished fiscal 2017 in a strong position" "strong footing" "industry-leading organic growth rate." They discuss people, capabilities, markets. They highlight growth broad based. They mention hiring, investments, university program, geographic expansion. They mention demand for digital business services and engineering. They mention awards, client examples. They mention verticals: financial services 31% growth, consumer 24%, software hi-tech 18%, media 39%, life sciences 6%, emerging 57%. They mention top 20 accounts growth 18%, outside top 20 34%. They mention new engagements. They say "we are very confident that Life Science and Healthcare represent significant opportunity... return to my tribe growth trajectory throughout fiscal 2018." They mention 25th anniversary. Question: Does management describe a clear POSITIVE STEP-UP in just-reported period — results, orders, volumes, customers, adoption, utilization, or activity that came in meaningfully stronger than company's own recent norm or own prior expectations? They report 25% growth, Q4 27.4% reported, 23.8% constant currency. Is that a step-up? They say "strong" but not necessarily "ahead of expectations." They gave guidance? They don't mention beating expectations. They say "we finished fiscal 2017 in a strong position" "strong demand." But is there a clear step-up above recent norm? They had 25% annual growth, Q4 27.4% reported vs maybe prior quarters? Need infer. They say "industry-leading organic growth rate." But no explicit "we exceeded our expectations" or "unexpectedly strong." They mention utilization 78.8% compared to 75.9% same period last year and 77.6% last quarter. That is a step-up in utilization above recent norm. They say "We landed slightly over the top end of the 75% to 77% range, we'd like to manage to a higher than historical levels. But we continue to hire for the demand within our business.

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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 a clear POSITIVE STEP-UP in the business in the just-reported period — results, orders, volumes, customers, adoption, utilization, or activity that came in meaningfully stronger than the company's own recent norm or its own prior expectations — AND does management attribute that strength mainly to DURABLE, COMPANY-SPECIFIC causes that are still in effect and still building, rather than to one-time, seasonal, or external luck? Answer YES when BOTH halves come through in management's own words, in whatever form fits the business: (1) A REAL STEP-UP THAT ALREADY HAPPENED. Management presents the recent period as a genuine break above the company's own recent trajectory — stronger than what the business had been doing, or ahead of what management itself had planned or expected — grounded in things that actually occurred (actual orders, sales, customers, output, wins, usage, or activity), not merely in hopes, pipeline, or a raised forecast. (2) DURABLE, INTERNAL CAUSES THAT MANAGEMENT SAYS ARE STILL WORKING. When management explains WHY the period was strong, the explanation rests chiefly on things attached to the company itself that persist beyond the quarter — for example, a product, capability, capacity, service, location, technology, or team now in place and performing; customers who have adopted, committed, expanded, or keep returning; a change the company made that is now producing; or a position the company built that keeps generating business — AND management conveys, directly or plainly in substance, that these same drivers remain in effect and have more to contribute in coming periods, so the step-up is presented as the early part of something continuing rather than a spike that is now over. Answer NO if the period was weak, mixed, in-line, or merely stabilizing, with no clear step-up above the company's own recent norm. NO if management attributes the strength mainly to one-time items, a single unusually large order it treats as exceptional, catch-up or pull-forward demand, seasonality, weather, commodity or currency moves, an easy comparison, or broad market/industry conditions rather than to company-specific drivers. NO if management itself cautions that the strength is temporary, is not expected to repeat, or is expected to normalize. NO if the explanation of the strength is generic ("strong execution," "great team," "favorable demand") with no identifiable company-attached cause that persists. NO if the continuation is expressed only as hope or guidance with no still-working driver behind it. NO if the step-up or its causes appear only in an analyst's question or characterization that management does not itself affirm. Use only the supplied transcript. Answer only YES or NO.

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ADPT Adaptive Biotechnologies Corporation Q4 2022 2023-02-14 C+
SOL ReneSola Ltd Q3 2022 2022-12-01 C+
EXFY Expensify, Inc. Q2 2022 2022-08-12 D
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RELY Remitly Global, Inc. Q4 2021 2022-03-02 B
FLUX Flux Power Holdings, Inc. Q2 2022 2022-02-10 D
LC LendingClub Corporation Q4 2021 2022-01-26 A
TJX The TJX Companies, Inc. Q2 2021 2021-08-18 C
UFI Unifi, Inc. Q4 2021 2021-08-07 B
CMTL Comtech Telecommunications Corp. Q1 2019 2018-12-07 B+
ADSK Autodesk, Inc. Q3 2019 2018-11-20 A
PRPO Precipio, Inc. Q3 2018 2018-11-19 D
CUBI Customers Bancorp, Inc. Q3 2018 2018-10-26 C+
LRN Stride, Inc. Q1 2019 2018-10-23 B
AU AngloGold Ashanti's Q2 2018 2018-08-20 B
SRDX Surmodics, Inc. Q3 2018 2018-08-06 A
ORAN Orange SA Q2 2018 2018-07-26 B
ROP Roper Technologies, Inc. Q2 2018 2018-07-26 A
BCOV Brightcove Inc. Q1 2018 2018-04-26 B+
ATI Allegheny Technologies Incorporated Q1 2018 2018-04-24 B
UPLD Upland Software, Inc. Q4 2017 2018-03-08 C+
HOLX Hologic, Inc. Q4 2017 2017-11-08 D
CCOI Cogent Communications Holdings, Inc. Q2 2017 2017-08-03 B
LEA Lear Corporation Q2 2017 2017-07-26 B+
IONS Ionis Pharmaceuticals, Inc. Q1 2017 2017-05-09 C
ABR Arbor Realty Trust, Inc. Q4 2016 2017-03-03 B+
WYY WidePoint Corporation Q3 2016 2016-11-09 D
FNV Franco-Nevada Corporation Q3 2016 2016-11-08 B+
NDSN Nordson Corporation Q3 2016 2016-08-23 A
GEO The GEO Group, Inc. Q2 2016 2016-08-02 B+
CGNX Cognex Corporation Q2 2016 2016-08-01 A
LBTYK Liberty Global's Q1 2016 2016-05-10 C+
GOGO Gogo Inc. Q1 2016 2016-05-06 C+

How the model reasoned

FLYW · Q1 2022 → YESThe question is: Does management describe a clear POSITIVE STEP-UP in the business in the just-reported period, stronger than their own recent norm or prior expectations, AND attribute that strength m...YES The transcript shows a clear step-up: Q1 revenue +47% YoY, payment volume +46%, record 130+ new clients (highest quarterly for a public company), and raised full-year guidance. Management attributes this directly to durable, internal drivers—successful execution of growth strategies, cross-selling, go 100-person sales/marketing expansion whose ROI is already visible in client wins and pipeline growth, product/tech investments, and land-and-expand momentum across verticals. These are presented as multiyear investments still in effect and expected to continue producing results, not one-time or external factors.
TJX · Q2 2021 → YESThe question is: Does management describe a clear POSITIVE STEP-UP in the business in the just-reported period, stronger than their own recent norm or prior expectations, AND attribute that strength m...YES The transcript shows a clear step-up: open-only comp sales rose 20% (well above plans), sales jumped $2B, EPS hit $0.64 (above plans), and profit grew strongly versus FY2020. Management attributes this to durable, company-specific drivers—branded mix, great values 24/7, treasure-hunt shopping, eclectic assortments from 1,100 buyers sourcing from 21,000 vendors, convenient locations, and flexible model—that they say will continue to drive market share and profitability going forward.
CUBI · Q3 2018 → YESThe question is: Does management describe a clear POSITIVE STEP-UP in the business in the just-reported period — results, orders, volumes, customers, adoption, utilization, or activity that came in me...YES The transcript shows a clear step-up: core deposit growth accelerated immensely in Q3 2018 (17% QoQ, with demand deposits +38%, money market/savings +19%, time deposits +25%), driven by three specific, company-initiated actions implemented starting in Q3 — product and deposit-generation improvements 1) escrow balances increased significantly, 2) launch of CB digital bank generating $52–100 million per month in core deposits, and 3) continued growth in BankMobile deposits.

More from the question bank

Order-of-magnitude gapRunning ahead of their own plan — and manageThe company itself is the constraintFresh change already executed, benefit mostlManagement is planning the next period arounStrong facts, held-back storyAll questions →
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.