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First domino, named next dominoes

First domino, named next dominoes: management generalizes a fresh win into a repeatable template and points to the speci

Calls Tested
461
Answered YES
9
Hit Rate
2%
rare by design

OGE Energy Corp. (OGE) — this company's answers

NO on the Q3 2018 call 2018-11-08 A
The model's full reasoning — Q3 2018 call → NOWe need to determine if management explicitly generalizes a recent real success as a repeatable template and identifies specific next places where it is being applied. Scan the transcript for such a pattern. Key candidates: - The Sooner scrubber project: on time, on budget, Unit 1 commissioned, Unit 2 slated for completion next month. But no explicit generalization as a template for other projects? They mention it as a milestone, but not as a repeatable template with next applications. - The Mustang Energy Centers: 1,800 starts across seven units, demonstrating value. But no explicit "this is a template we can repeat" with specific next places. - The RFP for capacity needs: they issued an RFP, expect to make filings. But that's a procurement, not a proven success. - The Arkansas Formula Rate plan: they filed a rate request under it. That's a regulatory mechanism, not a business success. - The electrification of compressors and processors in SCOOP/STACK: they say "there is a strong business case for conversion and we are at the forefront of this transition." But is there a proven first instance? They mention "our footprint continues to expand in the data center sector" and "we saw the expansion of a large customer in Init, Oklahoma" - but that's a specific customer expansion, not a template with next instances identified. - The grid modernization in Arkansas: they are deploying in Arkansas, addressing 1/3 of circuits, expecting 10% improvement. They say "we will begin having dialogue with some sort of rider tracker for grid mod in Oklahoma" - but that's future, not already in motion. They also say "we've got some catch up work to do in Arkansas" and "we've even got some catch up to do in Oklahoma too." But they don't explicitly say "this success in Arkansas is a template we are now applying to Oklahoma" with specific next steps already underway. They say "we will begin having dialogue" - that's not yet in motion. - The Gulf Run Pipeline at Enable: announced development, but not a proven success yet. - The Velocity Holdings acquisition: announced, but not proven. - The dividend increase: not a template. - The overall strategy: "we will deploy capital in the most efficient manner" - generic. Look for a specific instance where management says "we did X, it worked, and we are now doing it at Y and Z." The closest is the grid modernization in Arkansas.

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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 take a RECENT, REAL SUCCESS the company has actually achieved — a won customer, a completed project or deployment, a successful product introduction, a first site, market, program, or partnership that is now demonstrably working and producing real business — and explicitly GENERALIZE it, telling investors in substance: "what we just did here is not a one-off — it is a template we can repeat," AND does management identify the SPECIFIC NEXT PLACES where that same template is already being applied right now? Answer YES when management's own words convey, in whatever form fits the business, ONE coherent reasoning pattern with both halves present: (1) A PROVEN FIRST INSTANCE, TREATED AS A TEMPLATE. Management points to something concrete that has already worked — actually delivered, sold, opened, deployed, launched, or performing in the recent period, not merely planned or piloted without results — and explains why that success is REPEATABLE rather than unique to the circumstances: for example, that the win demonstrates a formula, model, approach, or capability that transfers to other customers, sites, regions, products, or applications; that the hardest part (proving it works) only had to be done once; or that the first instance created a reference, blueprint, or playbook that makes each following instance easier, faster, or cheaper to land than the first. (2) THE NEXT REPETITIONS ARE IDENTIFIED AND ALREADY IN MOTION. Management names or clearly identifies where the template is being applied next — specific additional customers, accounts, sites, geographies, applications, programs, or counterparties (named, or described concretely enough to be individually identifiable, such as "three additional systems in the same network," "the next two plants," "two more national accounts in the same vertical") — and describes that work as actively underway or committed now (in negotiation from an inbound referral, in qualification, contracted, being built, onboarding, or launching), not as a generic pipeline, a market-size claim, or a someday ambition. It should come through that these repetitions, if they land, are meaningful to the company's trajectory relative to its current size. The essence is ONE phenomenon: the first domino has actually fallen, management explains why the dominoes are alike, and management points to the specific next dominoes already tipping. The industry, the nature of the win, and the form of the repetition may vary widely. Answer NO if management reports strong results, wins, or growth without articulating that a specific success is a repeatable template. NO if the "repeatability" talk is generic scalability language ("our model is highly scalable," "this is a large opportunity," "we see many similar prospects") without concrete identified next instances in motion. NO if the first instance is still unproven — a pilot with no results yet, a launch with nothing sold, a deal signed but not yet performing. NO if the next instances are only a hoped-for pipeline, unnamed prospects, or a market statistic. NO if the repetitions described are the routine, ordinary cadence of a business that always adds similar customers or locations at a steady pace, with nothing about a newly proven template changing the trajectory. NO if the template idea appears only in an analyst's question or characterization that management does not itself adopt and substantiate. Use only the supplied transcript. Answer only YES or NO.

Companies that answered YES

TickerCompanyCallDateCall grade
MCD McDonald's Corporation Q2 2024 2024-07-29 D
PUMP ProPetro Holding Corp. Q4 2023 2024-02-21 C+
GOLD Barrick Gold Corporation Q3 2023 2023-11-02 C
FLR Fluor Corporation Q2 2022 2022-08-05 D
UPWK Upwork Inc. Q2 2022 2022-07-27 C+
LOW Lowe's Companies, Inc. Q3 2021 2021-11-17 B+
T AT&T Inc. Q3 2018 2018-10-24 C+
IRT Independence Realty Trust, Inc. Q2 2018 2018-08-02 B
ACHC Acadia Healthcare Company, Inc. Q4 2017 2018-02-22 C+

How the model reasoned

T · Q3 2018 → YESThe question is: Does management take a RECENT, REAL SUCCESS and explicitly GENERALIZE it as a template they can repeat, AND identify SPECIFIC NEXT PLACES where that template is already being applied?...YES The transcript shows management treating the AdWorks success (22% revenue growth on a declining subscriber base) as a proven template for targeted advertising, then explicitly identifying the next applications: applying the same technology to Turner inventory and signing up additional distributors (Frontier and Altice) as concrete next repetitions already in motion. 5G and FirstNet do not qualify because their first instances are still prospective or ongoing without a completed, repeatable proof-of-concept.
LOW · Q3 2021 → YESThe question is about whether management takes a recent real success and generalizes it as a template they're applying to specific next places. YES The transcript shows management treating the market-based delivery model as a proven template after the first success in Florida and the second in Ohio Valley this quarter. They explicitly generalize it as a repeatable approach that is already driving measurable results (higher sales in appliances, improved margins, reduced inventory, higher on-time delivery) and plan 18+ months of rollout across the entire US.
FLR · Q2 2022 → YESThe question is about whether management takes a recent, real success and generalizes it as a template they can repeat, and identifies specific next places where it's being applied. YES The transcript shows management treating the LNG 1 project (awarded last quarter) as a proven template: David Constable states they have “proven that our mid-scale modular design and execution plans facilitates repeatable models that can be used to replicate and fast track similar LNG plants in the future.

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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.