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The bridge is already built

The bridge is already built: management walks investors from today's numbers to a bigger business using only pieces alre

Calls Tested
432
Answered YES
45
Hit Rate
10.4%
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 answer YES/NO based on transcript. Need determine if management explains forward business over next year primarily out of specific pieces already secured/in motion, such that results understate locked-in business. Need look for identified and secured components, near-dated, material. Management discusses guidance, investments, market opportunities, customer examples, expansion into GRC, non-SEC use cases, sales force expansion, price increases on 1,800 customers, new product releases later this year, etc. But are these "already secured" pieces? They mention price increases on 1,800 customers in 2016 - that is scheduled, existing business repricing, already agreed? They say "we plan to raise prices on about 1,800 customers in 2016" - that is a plan, not necessarily already agreed? But it's existing customers, likely contractual renewals. However, is it material? They also mention non-SEC use cases expected to contribute >50% of subscription bookings in 2016, but that's based on bookings, not secured. They mention "we expect that non-SEC use cases will contribute more than 50% of our subscription bookings" - that's forecast, not secured. They mention "we continue to invest" and "we are excited about opportunities" - general. They mention "we raised enough capital" etc. They mention "we plan to release Wdesk enhancements later this year" - not yet launched. They mention "we expect operating cash flow to improve" - not specific pieces. They mention "we believe operating cash flow for Q4 2016 will be breakeven or better" - based on projections, not secured. They mention "we expect 50-50 bookings from existing and new customers" - that's a forecast, not secured. They mention "we have 2,524 customers" and "net new customers" - already reported. They mention "we raised prices on just under 1,500 customers in 2015 and plan to raise prices on about 1,800 customers in 2016" - that is a specific scheduled action on existing business, but is it "already secured"? It's a plan, but likely contractual renewals with price increases. However, is it material enough? They don't quantify. They also mention "we expect that non-SEC use cases will contribute more than 50% of our subscription bookings" - that's a forecast, not secured. They mention "we are continuing to invest in software development, sales and marketing" - not a piece.

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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, when management explains where the company's business is heading over roughly the NEXT YEAR, does it build that explanation primarily out of SPECIFIC PIECES THAT ARE ALREADY SECURED OR ALREADY IN MOTION — rather than out of market hopes, pipeline, or general demand — such that the results just reported visibly UNDERSTATE the business the company has already locked in? Answer YES when management's own words convey, in whatever form fits the business, ONE coherent posture: the path from today's reported numbers to a meaningfully larger or stronger near-term business is presented as a walk across pieces that already exist, and management can name them. The pieces may take ANY form that fits the industry, and one substantial piece or several together both count — for example: a signed contract, award, order book, or program whose deliveries or volumes are only now beginning to flow; a new facility, capacity, asset, store base, product, or service that has recently started up or is scheduled to start and begin contributing; a customer relationship or rollout that has already committed to a larger next phase now underway; existing business scheduled to reprice, renew, or reset onto better terms already agreed or already visible; a recently closed acquisition or expansion whose contribution has barely entered the numbers; or a known temporary cost, drag, or startup expense that is scheduled to roll off. What matters is the STRUCTURE of the forward story, with three things coming through in management's own voice: (1) IDENTIFIED AND SECURED — the components are nameable and already committed, contracted, built, launched, closed, or scheduled, not prospects, bids, hopes, or pipeline; (2) NEAR-DATED AND IN MOTION — their contribution is described as beginning or ramping over roughly the coming year, with conversion already started or concretely scheduled rather than distant or undated; and (3) MATERIAL TOGETHER — management treats these pieces as adding up to a business meaningfully bigger or more profitable than what the just-reported period shows, so that today's numbers are presented, directly or in substance, as a starting point the company has already outgrown. Answer NO if the forward story rests mainly on market growth, demand strength, pipeline, opportunities being pursued, or management's confidence, however specific-sounding. NO if the named pieces are still contingent on approvals, financing, negotiations, customer decisions, or milestones not yet achieved. NO if the identified items are routine in scale for this company — the ordinary cadence of business it always has — with no sense that they step the company up from its current size. NO if the pieces are fully reflected in the reported results already, with no meaningful contribution still ahead. NO if management is chiefly explaining delays, slippage, or problems with previously promised contributions. NO if the bridge is assembled only by an analyst and management does not itself adopt it. Use only the supplied transcript. Answer only YES or NO.

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BRBR BellRing Brands, Inc. Q4 2023 2023-11-21 B+
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TGLS Tecnoglass Inc. Q2 2023 2023-08-08 A
CTO CTO Realty Growth, Inc. Q2 2023 2023-07-28 B
CDE Coeur Mining, Inc. Q1 2023 2023-05-11 C+
BRX Brixmor Property Group Inc. Q1 2023 2023-05-02 A
TACT TransAct Technologies Incorporated Q4 2022 2023-03-08 A
OEC Orion Engineered Carbons S.A. Q4 2022 2023-02-17 B+
ESEA Euroseas Ltd. Q4 2022 2023-02-15 C+
CEIX CONSOL Energy Inc. Q4 2022 2023-02-07 B
SOL ReneSola Ltd Q3 2022 2022-12-01 C+
PKOH Park-Ohio Holdings Corp. Q3 2022 2022-11-13 B
FLL Full House Resorts, Inc. Q3 2022 2022-11-07 B
MEC Mayville Engineering Company, Inc. Q3 2022 2022-11-05 B+
EVGO EVgo, Inc. Q2 2022 2022-08-09 C+
VNRX VolitionRx Limited Q1 2022 2022-05-12 F
ZVIA Zevia PBC Q1 2022 2022-05-12 B
BXP Boston Properties, Inc. Q1 2022 2022-05-03 A
ADSE ADS-TEC Energy PLC Q4 2021 2022-04-28 D
GFS GLOBALFOUNDRIES Inc. Q3 2021 2021-11-30 A
RNW ReNew Energy Global Plc Q2 2022 2021-11-18 C
EGY VAALCO Energy, Inc. Q2 2021 2021-08-12 B
OWL Blue Owl Capital Inc. Q2 2021 2021-08-10 B+
KNDI Kandi Technologies Group, Inc. Q2 2021 2021-08-09 F
ALB Albemarle Corporation Q3 2018 2018-11-08 B
WES Western Midstream Partners, LP Q3 2018 2018-10-31 D
KOP Koppers Holdings Inc. Q2 2018 2018-08-12 C+
PRIM Primoris Services Corporation Q2 2018 2018-08-11 C+
XOM Exxon Mobil Corporation Q2 2018 2018-07-27 C
FSS Federal Signal Corporation Q1 2018 2018-05-12 A
HLX Helix Energy Solutions Group, Inc. Q1 2018 2018-04-24 B+
UPLD Upland Software, Inc. Q4 2017 2018-03-08 C+
SBSI Southside Bancshares, Inc. Q4 2017 2018-02-06 A
CPK Chesapeake Utilities Corporation Q3 2017 2017-11-10 A
LEA Lear Corporation Q2 2017 2017-07-26 B+
PSX Phillips 66 Q4 2016 2017-02-03 C+
LBTYK Liberty Global's Q1 2016 2016-05-10 C+
ESE ESCO Technologies Inc. Q2 2016 2016-05-03 A
ACCO ACCO Brands Corporation Q1 2016 2016-04-27 B+

How the model reasoned

EVGO · Q2 2022 → YESThe question is about whether management's explanation of the next year's business is built primarily from specific pieces already secured or in motion, making current results understate the locked-in...YES The transcript shows management framing the next-year outlook around the newly announced, signed GM-Pilot eXtend deal (up to 2,000 stalls at 500 locations, with EVgo procuring, constructing, operating, and maintaining, delivering both near-term revenue and longer-term contracted cash flows that already exceed IRR hurdles) plus the Delta supply agreement (1,000+ chargers for 2,000 stalls through 2026) and the GSA BPA (which removes procurement friction for federal fleets). These pieces are presented as already committed and in motion, with explicit timing for revenue ramp in H2 2022 and into 202 3, while the company notes it has baked some of the PFJ contribution into its 2022 guidance. The structure treats these secured elements as the primary bridge from today’s numbers to a meaningfully larger business, rather than relying on pipeline, demand, or future bids. Other items (NEVI solicitations, fleet pilots ) are secondary and contingent, but the core forward posture is built on the named, already-executed contracts and programs. Current results visibly understate the locked-in trajectory because the eXtend model shifts cash flows forward and the secured stalls/contracts are only beginning to flow.
BRBR · Q4 2023 → YESThe question is about whether management's explanation of the next year's business is built primarily from specific pieces already secured or in motion, such that current results understate the locked...YES The transcript shows management framing fiscal '24 growth as driven by concrete, already-committed pieces: the two co-man additions from '23 that are scaling, the Michael Foods greenfield facility that starts up in December and will be a "much larger contributor" in the second half of '24, the 20 %+ production growth plan (40 % from new co-mans in '24, 40 % from lapping prior adds, 20 % from existing), and the restart of shake promotions in Q2 plus marketing step-up in Q4 once target weeks of supply are reached. These are presented as nameable, scheduled 2024 actions that will enable double-digit volume growth for both Premier Protein and Dymatize, with the current-year results (22 % sales growth under capacity constraints) treated as a base that the locked-in capacity ramp will visibly outgrow.
MEC · Q3 2022 → YESThe question is about whether management's explanation of the next year's business is built primarily from specific pieces already secured or in motion, such that current results understate the locked...YES The transcript shows management framing 2023 growth primarily around specific, already secured or in-motion pieces: the electric side-by-side family of parts (production fully launching in 2023), the reshoring project for the commercial vehicle customer (production scheduled to start early 2023), the high-value ag takeover project (already awarded), incremental business on the light-duty truck platform, and the new industrial infrastructure customer relationship (quickly supported and expected to grow). These are presented as nameable, committed items whose contributions are beginning or ramping over the coming year.

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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.