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Disproportional response

Disproportional response: a small company's current business is visibly outgrowing its own size

Calls Tested
491
Answered YES
4
Hit Rate
0.8%
rare by design

Autodesk, Inc. (ADSK) — this company's answers

NO on the Q3 2019 call 2018-11-20 A
The model's full reasoning — Q3 2019 call → NOWe need to determine if management conveys that the business is currently outgrowing the company's own size, i.e., that what is happening now is disproportionately large relative to the company's smallness. Look for statements about current activity, demand, commitments, or wins that are large relative to the company's size. In the transcript, management discusses strong growth, record ARR, ARPS, etc. They mention specific large deals like Daiwa House, Ford, and EBAs. They also mention the acquisition of PlanGrid. But the question is about the company's current business being disproportionately large relative to its size. For example, if they say a single customer or contract is huge relative to revenue, or that they are handling volumes that would have been out of reach for a company of their size. Look for explicit contrasts. For instance, they mention "we hit a milestone of four million total subscriptions" and "twice the number of maintenance seats we had at the peak of the previous business model." That shows growth but not necessarily disproportion relative to company size. They mention "record growth in total ARR and total ARPS" and "highest growth quarter for both since we started our business model transition over four years ago." That indicates strong growth but not necessarily that the business is small relative to what's arriving. They mention "we had a strong showing for the entire offering, which helped us post 36% growth in cloud ARR" and "large customers like AECOM, Arcadis, Swinerton, and Layton have already started adopting our new platform." That's strong demand but not necessarily disproportion. They mention "we transitioned a major customer, Ford to an EBA" and "we expect a fourth [Indiscernible] increase in subscriptions as a result of our new EBA contract." That's a significant deal but not necessarily disproportionate relative to company size. They mention "we are expanding our capabilities in the construction space by acquiring PlanGrid" and "PlanGrid currently serves 12,000 customers and has approximately 120,000 paid users." That's an acquisition, not current business. The question is about the company's own current business being disproportionately large relative to its size.

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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 convey that the business the company is doing RIGHT NOW is visibly outgrowing the company's own current size and setup — that is, does management describe current activity, demand, or commitments arriving at a scale that is large relative to how small the company still is, so that the reported results look like the early portion of something meaningfully bigger rather than a full picture of the business? Answer YES when management's own words convey, in whatever form fits the business, ONE coherent situation: the company is small, and what is happening to it now is disproportionately large compared with that smallness. Any genuine expression of this counts, and the form varies widely across industries. For example — management noting that the business it is winning, booking, or being asked to do is large next to the company's current revenue, footprint, or headcount; that a single customer, contract, program, product, or market now in motion could by itself rival or exceed a meaningful share of today's company; that the company is handling, preparing for, or committing to volumes, projects, or relationships that would have been out of reach for a company of its size until now; that the same absolute wins keep translating into outsized percentage change because the base is still small; or management explicitly contrasting how little the company has captured so far with the scale of what is already reaching it. What matters is the DISPROPORTION, stated or plainly implied by management itself, between the size of the company and the size of what is currently arriving or being committed to it — grounded in real, present-tense business (orders, customers, work, volumes, commitments, or activity happening now), not in market-size statistics, pipelines, or hopes. Answer NO if the company is large relative to what it describes, or already a leading participant with no meaningful disproportion ahead of it. NO if management simply reports strong demand, a good quarter, or healthy growth in the ordinary way without conveying that what is arriving is large relative to the company's own small size. NO if the 'big opportunity' language is a generic total-addressable-market figure, an industry forecast, or promotional talk about a huge market with no reference to how little of it this company has taken or how small the company is against what is already reaching it. NO if the large-scale business described is only prospective — a market not yet entered, an approval or decision still pending, a customer still being pursued, a product still being developed — rather than something already arriving or already committed. NO if the disproportion is described only as a dependency risk or concentration concern management is trying to reduce. NO if the idea appears only in an analyst's question or characterization that management does not itself affirm. Use only the supplied transcript. Answer only YES or NO.

Companies that answered YES

TickerCompanyCallDateCall grade
KOPN Kopin Corporation Q4 2023 2024-03-14 C+
TMCI Treace Medical Concepts, Inc. Q2 2022 2022-08-13 B+
VNRX VolitionRx Limited Q1 2022 2022-05-12 F
FLUX Flux Power Holdings, Inc. Q2 2022 2022-02-10 D

How the model reasoned

VNRX · Q1 2022 → YESThe question is: Does management convey that the business the company is doing RIGHT NOW is visibly outgrowing the company's own current size and setup? That current activity, demand, or commitments a...YES The transcript shows management explicitly describing the Heska deal (already signed and with $10M upfront received) as a long-term, multi-year commitment that will generate ongoing kit/component revenue "significantly greater" than the $28M milestones, with "millions of tests" expected each year — all while repeatedly noting the company is "not a big company" and that this is "the beginning of our commercial journey" after 12 years of R&D. They contrast this with their tiny current revenue ($114k) and cash position, framing the new activity as disproportionately large relative to their size.
TMCI · Q2 2022 → YESThe question is: Does management convey that the business the company is doing RIGHT NOW is visibly outgrowing the company's own current size and setup? That current activity, demand, or commitments a...YES Management explicitly describes the business as outgrowing its current setup in present-tense terms: they are “once again in the process of relocating to a larger headquarters facility” to meet “increased requirements” for training, R&D, warehousing, and infrastructure; the direct sales force has grown 52% to 123 quota-carrying reps and is already trending above the year-end 70% direct mix goal; surgeon penetration has reached 20% of the estimated 10,000 U.S. foot-and-ankle surgeons while procedure penetration is 4.6% of the 450,000 annual U.S.
KOPN · Q4 2023 → YESThe question is: Does management convey that the business the company is doing RIGHT NOW is visibly outgrowing the company's own current size and setup? That current activity, demand, or commitments a...YES The transcript shows management describing current activity (a $55 million backlog, a $20.5 million new order, follow-on orders, and tripled weapon-site volume expected in 2024) as large relative to the company’s still-small size and setup. They explicitly note the backlog is a “record level 10 years,” that they had to extend the holiday shutdown and retool the plant for a “significant increase in production,” and that they are “buying to that level of volume today” while remaining conservative on guidance.

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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.