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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

Workiva Inc. (WK) — this company's answers

NO on the Q4 2015 call 2016-03-01 B
The model's full reasoning — Q4 2015 call → NOWe need to determine if management conveys that the business is visibly outgrowing the company's own current size and setup. Look for statements about current activity, demand, commitments being large relative to company size. The transcript has many examples: "We're making good progress on diversifying our revenue sources. In 2014 25% of our subscription bookings were from non-SEC use cases and for the full year 2015 the contribution from non-SEC use cases robs to 39% of our subscription bookings. In 2016 we expect that non-SEC use cases will contribute more than 50% of our subscription bookings." That's about mix, not size. Also "This expansion of use cases has increased the size of our total addressable market for Wdesk by over 50% based on our estimates from $6.8 billion to $10.4 billion" - that's TAM, not current business. But there are statements about customer wins, e.g., "A large global manufacturer achieve an ROI of 108%... recognized more than $640,000 in total benefits" - that's a customer example. Also "We continue to see strong demand for Wdesk in the SaaS market" - generic. The key is whether management explicitly contrasts small company size with large current activity. They mention "we had 263 net new customers, including 56 net new customers in the fourth quarter." That's growth. They also say "we're still in investment mode" and "we're continuing to invest" - that's about future. The question asks: does management convey that the business the company is doing RIGHT NOW is visibly outgrowing the company's own current size and setup? Look for disproportion. For example, "the same absolute wins keep translating into outsized percentage change because the base is still small" - they report 32% revenue growth, 29% growth. But that's just growth. They also say "we believe that we raised enough capital at our IPO to get to positive annual operating cash flow without needing to return to the equity market" - that's about cash. They mention "we're excited about the opportunities we see in our expanded and new markets" - that's forward-looking. The transcript has a lot of customer examples, but those are individual wins, not necessarily disproportionate to company size. The company has 2,524 customers, revenue $145M. A single customer win like a large manufacturer is not described as rivaling a meaningful share.

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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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