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Ground-level proof points accumulating

Ground-level proof points accumulating: management narrates several small, named, recent wins and treats them as the lea

Calls Tested
322
Answered YES
8
Hit Rate
2.5%
rare by design

The Hackett Group, Inc. (HCKT) — this company's answers

NO on the Q1 2024 call 2024-05-08 C
The model's full reasoning — Q1 2024 call → NO我们根据提供的财报电话会议记录,判断管理层对刚报告期的描述是否基于几个具体、可识别的近期事件,并明确将这些事件视为更广泛、仍处于早期阶段的改善的前沿。 首先,寻找至少三个不同的、可单独识别的近期事件(具体到客户、产品、项目等)。 在记录中: - Ted提到Oracle的EPM(企业绩效管理)需求显著增加,Oracle重新强调销售承诺,公司是这一战略的明确受益者。这算是一个具体事件吗?它更像是一个趋势描述,而非单个可识别的客户或合同。 - SAP解决方案部门表现超预期,因为“settled value-added reseller transactions”使季度受益。这提到了具体的交易,但没有指明具体客户或交易细节,只是说“增值经销商交易”结算了。这算一个事件,但比较笼统。 - 全球SPT部门(可能是S&BT)下降约3%,受经济逆风影响,特别是在电子采购领域。这是负面。 - 关于AI Explorer(XPLR)平台:提到“over 175 demo meetings”和“a number of new enterprise or functional domain specific AI engagements”。这些是具体的活动:175次演示会议,以及一些新的AI参与。但“a number of”没有具体数量或名称。不过,演示会议是具体事件,但它们是会议,不是签约。还提到“one of the engagements that we closed was presented and sold at the sea level officer”在问答中,但这是问答部分,不是主要叙述。在主要叙述中,Ted说“These meetings have now resulted in a number of new enterprise or functional domain specific AI engagements.” 这算具体事件吗?它说“a number of”但没有具体化。不过,175次演示会议是具体数字,但那是会议,不是结果。另外,在问答中,Ted提到“one of the engagements that we closed”但那是回答问题时说的,不是主要叙述。 我们需要从主要叙述中找。主要叙述中,Ted提到Oracle的EPM需求增加,SAP的VAR交易,以及AI Explorer的演示和参与。但这些都是概括性的,没有具体到某个客户或项目。 再仔细看:在主要叙述中,Ted说“Oracle’s over performance is consistent with the momentum that we have experienced since the second quarter of last year. A new important development is the notable increase in the demand that we are experiencing in our historically strong enterprise performance management or EPM offerings. Oracle has reemphasized the sales commitment to this area and we are clear beneficiaries of this strategy.” 这没有具体事件。 SAP部分:“Our SAP Solutions segment also performed above our expectations as it closed settled value-added reseller transactions, which strongly benefited the quarter.” 这提到了“closed settled value-added reseller transactions”,但未指明具体交易。 AI Explorer部分:“Our recently launched GenAI assessment platform, AI Explorer and that is XPLR continues to receive very favorable feedback. AI Explorer uses AI-assisted functionality... This has led to over 175 demo meetings with many more scheduled.

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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's account of the just-reported period rest on SEVERAL SMALL, CONCRETE, GROUND-LEVEL WINS THAT IT NAMES AND DESCRIBES INDIVIDUALLY — specific recent episodes from inside the business, each one identifiable on its own — AND does management explicitly treat these accumulating episodes as the LEADING EDGE of a broader improvement that is still early? Answer YES when BOTH halves come through in management's own words, in whatever form fits the business: (1) AT LEAST THREE DISTINCT, NAMED OR INDIVIDUALLY IDENTIFIABLE EPISODES FROM THE RECENT PERIOD. Management recounts multiple separate ground-level events that actually happened recently — each described specifically enough that a listener could tell the episodes apart and could later check them. The episodes may take whatever form fits the industry: a particular customer, account, or partner that signed, reordered, expanded, or went live; a particular site, store, plant, line, rig, clinic, or facility that opened, hit a milestone, or reached a new performance level; a particular product, program, or offering that shipped its first units, won its first placements, or crossed a threshold; a particular region, channel, or contract that turned on or stepped up. What matters is the GRANULARITY and RECENCY: these are individually small, freshly occurred, operator-level facts — the kind of detail only people close to the business would narrate — not aggregate results, percentages, themes, or claims like "demand was strong across the board." (2) MANAGEMENT ITSELF CONNECTS THE EPISODES INTO A BUILDING PATTERN THAT IS STILL EARLY. Management explicitly draws the line from these individual episodes to a larger developing trajectory — conveying, in its own voice, that these wins are instances of the same underlying thing, that more of the same kind are already forming or arriving, and that the pattern's contribution to reported results is only beginning, so most of it lies ahead. The generalization must be management's own act, grounded in the recounted episodes — not a hope, a market-size claim, or an analyst's summary. Answer NO if the call's positive story is carried mainly by aggregates — overall growth rates, segment percentages, or general demand commentary — without several individually identifiable recent episodes. NO if fewer than three distinct episodes are described, or the episodes are really one event told from different angles. NO if the episodes are plans, pipeline items, letters of intent, or hoped-for events rather than things that already happened. NO if the episodes are the routine cadence this company always reports (its usual pace of customer additions, standard seasonal openings) and management does not present their accumulation as new or building. NO if management recounts the episodes but never itself connects them into a broader, still-early pattern with more arriving. NO if the episodes chiefly explain problems, or the call is mainly defense of weak results. NO if the pattern-framing appears only in an analyst's question or summary that management does not itself adopt. Use only the supplied transcript. Answer only YES or NO.

Companies that answered YES

TickerCompanyCallDateCall grade
CRGO Freightos Limited Q1 2024 2024-05-20 C+
MBLY Mobileye Global Inc. Q2 2023 2023-07-28 B+
TOST Toast, Inc. Q4 2022 2023-02-16 C+
BXP Boston Properties, Inc. Q1 2022 2022-05-03 A
AU AngloGold Ashanti's Q2 2018 2018-08-20 B
MITK Mitek Systems, Inc. Q4 2017 2017-11-07 C+
TGI Triumph Group, Inc. Q2 2017 2016-11-03 C+
GOGO Gogo Inc. Q1 2016 2016-05-06 C+

How the model reasoned

AU · Q2 2018 → YESThe question is: Does management's account of the just-reported period rest on SEVERAL SMALL, CONCRETE, GROUND-LEVEL WINS THAT IT NAMES AND DESCRIBES INDIVIDUALLY — specific recent episodes from insid...YES The transcript shows multiple specific, recent operational episodes: Kibali’s underground ramp-up with automated ore handling system and vertical shaft integration; Iduapriem’s CIL tank conversion and grade/tonnage gains; Sunrise Dam’s Recovery Enhancement Project plus new mining strategies; Tropicana’s second 6-MW ball mill installation; Siguiri’s CIL circuit milestone; and 338 tracked Operational Excellence projects.
BXP · Q1 2022 → YESThe question is: Does management's account of the just-reported period rest on SEVERAL SMALL, CONCRETE, GROUND-LEVEL WINS THAT IT NAMES AND DESCRIBES INDIVIDUALLY — specific recent episodes from insid...YES The transcript shows multiple distinct, named episodes from the recent period: the 73,000 sq ft recapture/release at 77 CityPoint with a 15% rent increase and 7.
CRGO · Q1 2024 → YESThe question is: Does management's account of the just-reported period rest on SEVERAL SMALL, CONCRETE, GROUND-LEVEL WINS THAT IT NAMES AND DESCRIBES INDIVIDUALLY — specific recent episodes from insid...

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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.