Insiders still discovering the upside: management reports the opportunity keeps revealing itself bigger in live operatio
The model's full reasoning — Q4 2021 call → NOWe need to determine if management conveys both halves: (1) fresh discoveries from live operation, and (2) management following with real attention/resources. Let's scan the transcript. Sam Rubin's remarks: He talks about strategy shift, growth, China cleanup. He mentions "we have shipped already over $5 million of such engineered solutions" - that's a result, not a discovery. He talks about new capabilities needed. He mentions "we have also opened a direct sales office in Europe" - that's a response to strategy, not a discovery. He mentions "we have created a business development function" - again, proactive. He talks about "recent such development work include both molding and being able to mass produce unique optical components, such as Freeform Optics which are a critical component for mass production of AR and VR goggles" - that's a development, not a discovery from operation. He mentions "we have separated our R&D resources into two groups" - that's a structural change. He talks about hiring people. Al Miranda's remarks: He discusses issues: margins, China, etc. He says "we are also pursuing the bad actors in China" - that's a response to negative. He mentions "we are finishing our final investment in Riga" - that's a planned investment. He says "we are completely reorganizing the Orlando production facility" - that's a response to operational issues. He says "we are rebuilding and there are promising indicators for future business" in China - that's a forward-looking statement. He mentions "we hired an industry veteran of 35 years for our global Coding Director, who has solved the coding problem" - that's a response to a problem. Now, is there any instance where management says they discovered something new from live operation that surprised them positively? For example, they might say "we found that customers are using our products in new ways" or "we saw unexpected demand from a new segment." I don't see that. They talk about growth, but it's more about executing strategy. They mention "we have shipped already over $5 million of such engineered solutions" - that's a result, not a discovery. They don't say "we were surprised to find that customers want more" or "we discovered a new application." They talk about "Freeform Optics" as a development, but not as a discovery from customers.
| Ticker | Company | Call | Date | Call grade |
|---|---|---|---|---|
| WEC | WEC Energy Group, Inc. | Q1 2024 | 2024-05-01 | A |
| PDS | Precision Drilling Corporation | Q1 2024 | 2024-04-25 | B |
| ET | Energy Transfer LP | Q2 2023 | 2023-08-02 | C+ |
| IMAX | IMAX Corporation | Q2 2023 | 2023-07-26 | B+ |
| MEC | Mayville Engineering Company, Inc. | Q3 2022 | 2022-11-05 | B+ |
| MOMO | Hello Group Inc. | Q3 2021 | 2021-11-30 | D |
| CYBR | CyberArk Software Ltd. | Q3 2021 | 2021-11-04 | B+ |
| LOPE | Grand Canyon Education, Inc. | Q2 2021 | 2021-08-08 | C |
| EMR | Emerson Electric Co. | Q3 2021 | 2021-08-04 | B+ |
| TENB | Tenable Holdings, Inc. | Q2 2021 | 2021-07-27 | A |
| UMH | UMH Properties, Inc. | Q3 2018 | 2018-11-02 | C+ |
| XOM | Exxon Mobil Corporation | Q2 2018 | 2018-07-27 | C |
| MKTX | MarketAxess Holdings Inc. | Q3 2017 | 2017-10-25 | C+ |
| LIND | Lindblad Expeditions Holdings, Inc. | Q2 2017 | 2017-08-06 | C |
| BCE | BCE Inc. | Q2 2017 | 2017-08-05 | B+ |
| BP | BP p.l.c. | Q4 2016 | 2017-02-07 | B+ |
| INGR | Ingredion Incorporated | Q1 2016 | 2016-05-01 | B+ |
BP · Q4 2016 → YESThe question is: Does management convey that it is STILL DISCOVERING NEW UPSIDE INSIDE BUSINESS THAT IS ALREADY WORKING — both discovering new positive surprises from operations AND responding with re...YES The transcript shows management conveying exactly this posture in the Oman section. They recount a genuine operational surprise—“straight wells that we had not expected,” well rates “above plan,” and liquid production “higher than planned”—that emerged while the asset was actually running.
XOM · Q2 2018 → YESThe question is: Does management convey that it is STILL DISCOVERING NEW UPSIDE INSIDE BUSINESS THAT IS ALREADY WORKING — that in the course of actually operating, selling, or delivering in the recent...YES The transcript shows management conveying exactly this posture in the Guyana section. Neil Chapman recounts fresh upward revisions to resource estimates ("now more than 4 billion... up from the 3.2 billion... just 4 months ago") and the eighth discovery ("Longtail exploration well...
LOPE · Q2 2021 → YESThe question is whether management is still discovering new upside inside a business that's already working, based on recent operations, and responding with attention or resources. YES The transcript shows management discovering fresh upside in the GCU traditional campus platform through live operations: they built three new residence halls expecting no further need next year, but current registrations reveal near-capacity demand, requiring at least two more halls to be built.