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Corpus coverage
319,975 slides
319,974 are described (100%), so the treemap can explain the corpus instead of just counting files.
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- 319,974
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Showing 319,974 described slides — 100.0% of 319,975 rendered pages
+Context & problem43,76713.7% · 6,592 docs+Data & charts72,62022.7% · 8,666 docs+Meta & navigation45,93614.4% · 9,739 docs+Recommend & act67,04121.0% · 9,324 docs+Cases & evidence31,2569.8% · 6,067 docs+Frameworks2,1230.7% · 1,232 docs+Appendix35,68211.2% · 6,614 docs+Other21,5496.7% · 5,566 docs
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Slide collection
119,461-119,520 of 319,975
01
FTAI Aviation, Ltd. (FTAI)FTAI Aviation, Ltd. (FTAI) · Muddy Waters Research
Activist deck Short seller Beat · The Call to Action1 hit
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Page 2 of the deck, containing standard legal disclosures and terms of use.FTAI Aviation, Ltd. (FTAI) · Muddy Waters Research
Activist deck Short seller Beat · The Call to Action1 hit
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FTAI Aviation, Ltd. (FTAI)FTAI Aviation, Ltd. (FTAI) · Muddy Waters Research
Activist deck Short seller Beat · The Call to Action1 hit
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This is a classic activist short thesis slide, framing the core accusations.FTAI Aviation, Ltd. (FTAI) · Muddy Waters Research
Activist deck Short seller Beat · The Call to Action1 hit
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The slide uses a strong accusatory tone typical of activist short reports, focusing on accounting manipulation and channel stuffing.FTAI Aviation, Ltd. (FTAI) · Muddy Waters Research
Activist deck Short seller Beat · The Call to Action1 hit
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The slide uses expert testimony to challenge the company's reported revenue composition.FTAI Aviation, Ltd. (FTAI) · Muddy Waters Research
Activist deck Short seller Beat · The ProblemLoop · Aha Moment1 hit
07
The slide uses a calculation to strip out leasing gains to isolate the 'gain on sale' component of the Aerospace Products segment.FTAI Aviation, Ltd. (FTAI) · Muddy Waters Research
Activist deck Short seller Beat · The ProblemLoop · Aha Moment1 hit
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The slide uses a competitor quote to frame the accounting practice as a deliberate manipulation of margins.FTAI Aviation, Ltd. (FTAI) · Muddy Waters Research
Activist deck Short seller Beat · The ProblemLoop · Aha Moment1 hit
09
The slide uses a narrative structure to detail a specific accounting manipulation allegation.FTAI Aviation, Ltd. (FTAI) · Muddy Waters Research
Activist deck Short seller Beat · The ProblemLoop · Aha Moment1 hit
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The slide uses a consultant's testimony to frame the company's business model shift as a deceptive financial engineering scheme.FTAI Aviation, Ltd. (FTAI) · Muddy Waters Research
Activist deck Short seller Beat · The ProblemLoop · Aha Moment1 hit
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Uses expert testimony to undermine the company's core business narrative.FTAI Aviation, Ltd. (FTAI) · Muddy Waters Research
Activist deck Short seller Beat · The Problem1 hit
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This is a classic Muddy Waters 'fraud exposure' slide, focusing on a specific accounting/narrative discrepancy.FTAI Aviation, Ltd. (FTAI) · Muddy Waters Research
Activist deck Short seller Beat · The Problem1 hit
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The slide uses a combination of financial outlier analysis and qualitative expert testimony to build a case for accounting manipulation.FTAI Aviation, Ltd. (FTAI) · Muddy Waters Research
Activist deck Short seller Beat · The Problem1 hit
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The slide uses peer benchmarking to expose a potential accounting or business model discrepancy.FTAI Aviation, Ltd. (FTAI) · Muddy Waters Research
Activist deck Short seller Beat · The Problem1 hit
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The slide uses a 'Muddy Waters Research' branding and includes specific footnotes explaining the methodology for the estimates.FTAI Aviation, Ltd. (FTAI) · Muddy Waters Research
Activist deck Short seller Beat · The Problem1 hit
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The slide uses a direct quote from a consultant to support the thesis of accounting manipulation.FTAI Aviation, Ltd. (FTAI) · Muddy Waters Research
Activist deck Short seller Beat · The Problem1 hit
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Uses a Q&A format to highlight a specific accounting/reporting discrepancy.FTAI Aviation, Ltd. (FTAI) · Muddy Waters Research
Activist deck Short seller Beat · The Problem1 hit
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The slide uses an expert testimonial to cast doubt on reported financial metrics.FTAI Aviation, Ltd. (FTAI) · Muddy Waters Research
Activist deck Short seller Beat · The Problem1 hit
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CYA stands for 'Cover Your Assets' or 'Cover Your Ass', implying a defensive legal/regulatory maneuver.FTAI Aviation, Ltd. (FTAI) · Muddy Waters Research
Activist deck Short seller Beat · The Problem1 hit
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Highlights the shift in reporting metrics to maintain a narrative despite stopping direct sales disclosures.FTAI Aviation, Ltd. (FTAI) · Muddy Waters Research
Activist deck Short seller Beat · The Problem1 hit
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Uses a direct quote comparison to undermine management credibility.FTAI Aviation, Ltd. (FTAI) · Muddy Waters Research
Activist deck Short seller Beat · The Struggle1 hit
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This is a thesis-driven slide from a Muddy Waters short report.FTAI Aviation, Ltd. (FTAI) · Muddy Waters Research
Activist deck Short seller Beat · The Struggle1 hit
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The slide uses a direct quote from the company's 10-Q to frame a potential accounting or valuation concern.FTAI Aviation, Ltd. (FTAI) · Muddy Waters Research
Activist deck Short seller Beat · The Struggle1 hit
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This slide uses a hypothetical example to illustrate a potential accounting manipulation or inefficiency in cash flow reporting.FTAI Aviation, Ltd. (FTAI) · Muddy Waters Research
Activist deck Short seller Beat · The Struggle1 hit
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The slide uses a snippet from a financial statement to highlight a specific line item ('Gain on sale of assets') as evidence for the activist thesis.FTAI Aviation, Ltd. (FTAI) · Muddy Waters Research
Activist deck Short seller Beat · The Struggle1 hit
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The slide highlights the reliance on non-recurring gains to inflate EBITDA figures.FTAI Aviation, Ltd. (FTAI) · Muddy Waters Research
Activist deck Short seller Beat · The Struggle1 hit
27
The slide uses a comparison frame to equate FTAI's business model with traditional leasing companies, highlighting shared negative characteristics like cyclicality and low growth.FTAI Aviation, Ltd. (FTAI) · Muddy Waters Research
Activist deck Short seller Beat · The Struggle1 hit
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This is a classic Muddy Waters 'fraud exposure' thesis slide.FTAI Aviation, Ltd. (FTAI) · Muddy Waters Research
Activist deck Short seller Beat · The Struggle1 hit
29
The slide uses a circular/linear process flow to demonstrate a manipulative accounting cycle.FTAI Aviation, Ltd. (FTAI) · Muddy Waters Research
Activist deck Short seller Beat · The Struggle1 hit
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The slide uses a Muddy Waters Research template, focusing on accounting manipulation.FTAI Aviation, Ltd. (FTAI) · Muddy Waters Research
Activist deck Short seller Beat · The Struggle1 hit
31
The slide highlights an 'accounting trick' where assets are depreciated even when off-lease, which the author claims is unique to FTAI's business model compared to peers.FTAI Aviation, Ltd. (FTAI) · Muddy Waters Research
Activist deck Short seller Beat · The Struggle1 hit
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The slide uses a table to demonstrate the ratio of transferred inventory value to total COGS, implying accounting manipulation.FTAI Aviation, Ltd. (FTAI) · Muddy Waters Research
Activist deck Short seller Beat · The Struggle1 hit
33
Includes a quote from a former employee and a table excerpted from FTAI's 10-K.FTAI Aviation, Ltd. (FTAI) · Muddy Waters Research
Activist deck Short seller Beat · The Struggle1 hit
34
The slide uses a peer benchmark to expose accounting discrepancies.FTAI Aviation, Ltd. (FTAI) · Muddy Waters Research
Activist deck Short seller Beat · The Struggle1 hit
35
The slide uses a table of cash flows from investing activities to demonstrate that 'Acquisition of leasing equipment' is a major recurring expense.FTAI Aviation, Ltd. (FTAI) · Muddy Waters Research
Activist deck Short seller Beat · The Struggle1 hit
36
Includes a quote from a consultant/former executive to support the claim of accounting manipulation.FTAI Aviation, Ltd. (FTAI) · Muddy Waters Research
Activist deck Short seller Beat · The Struggle1 hit
37
The slide uses a 'villain' narrative by contrasting official financial disclosures with an anonymous executive's testimony.FTAI Aviation, Ltd. (FTAI) · Muddy Waters Research
Activist deck Short seller Beat · The Struggle1 hit
38
FTAI Aviation, Ltd. (FTAI)FTAI Aviation, Ltd. (FTAI) · Muddy Waters Research
Activist deck Short seller Beat · The Struggle1 hit
39
The slide uses a bulleted list to detail the mechanics of the alleged accounting manipulation.FTAI Aviation, Ltd. (FTAI) · Muddy Waters Research
Activist deck Short seller Beat · The Struggle1 hit
40
Uses LinkedIn post and database reports as evidence of a potential fraudulent or circular transaction.FTAI Aviation, Ltd. (FTAI) · Muddy Waters Research
Activist deck Short seller Beat · The Struggle1 hit
41
The slide uses a red box to highlight specific fields in the FAA document to support the argument.FTAI Aviation, Ltd. (FTAI) · Muddy Waters Research
Activist deck Short seller Beat · The Conclusion1 hit
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The slide acts as a bridge between the previous analysis and the upcoming evidence pages.FTAI Aviation, Ltd. (FTAI) · Muddy Waters Research
Activist deck Short seller Beat · The Conclusion1 hit
43
The slide uses red arrows to highlight specific entities within the legal text.FTAI Aviation, Ltd. (FTAI) · Muddy Waters Research
Activist deck Short seller Beat · The Conclusion1 hit
44
The slide uses a primary source document excerpt to support the argument.FTAI Aviation, Ltd. (FTAI) · Muddy Waters Research
Activist deck Short seller Beat · The Conclusion1 hit
45
The slide uses a primary document (Aircraft Security Agreement) to substantiate a claim about asset ownership and leasing status.FTAI Aviation, Ltd. (FTAI) · Muddy Waters Research
Activist deck Short seller Beat · The Conclusion1 hit
46
The slide uses a table to contrast asset counts at the start and end of the period to imply accounting irregularities.FTAI Aviation, Ltd. (FTAI) · Muddy Waters Research
Activist deck Short seller Beat · The Conclusion1 hit
47
The slide uses investigative findings from a consultant to challenge the legitimacy of revenue recognition.FTAI Aviation, Ltd. (FTAI) · Muddy Waters Research
Activist deck Short seller Beat · The Conclusion1 hit
48
This is a classic Muddy Waters 'thesis' slide, setting up the argument that the business is failing fundamentally, not just through fraud.FTAI Aviation, Ltd. (FTAI) · Muddy Waters Research
Activist deck Short seller Beat · The Conclusion1 hit
49
The slide uses a narrative structure to connect margin compression with inventory valuation trends.FTAI Aviation, Ltd. (FTAI) · Muddy Waters Research
Activist deck Short seller Beat · The ConclusionLoop · Cost Of Inaction1 hit
50
The slide uses a Muddy Waters Research branding and highlights a specific row (Implied MRO-Module EBITDA Margin) to show the decline from 47% to 38%.FTAI Aviation, Ltd. (FTAI) · Muddy Waters Research
Activist deck Short seller Beat · The ConclusionLoop · Cost Of Inaction1 hit
51
Uses investor call and expert testimony to undermine company narrative.FTAI Aviation, Ltd. (FTAI) · Muddy Waters Research
Activist deck Short seller Beat · The ConclusionLoop · Cost Of Inaction1 hit
52
Uses a direct quote from an investor relations call to frame the contradiction.FTAI Aviation, Ltd. (FTAI) · Muddy Waters Research
Activist deck Short seller Beat · The ConclusionLoop · Cost Of Inaction1 hit
53
The slide uses a dialogue format to discredit a specific company claim.FTAI Aviation, Ltd. (FTAI) · Muddy Waters Research
Activist deck Short seller Beat · The ConclusionLoop · Cost Of Inaction1 hit
54
FTAI Aviation, Ltd. (FTAI)FTAI Aviation, Ltd. (FTAI) · Muddy Waters Research
Activist deck Short seller Beat · The ConclusionLoop · Cost Of Inaction1 hit
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This is an activist short-seller slide from Muddy Waters Research.FTAI Aviation, Ltd. (FTAI) · Muddy Waters Research
Activist deck Short seller Beat · The Conclusion1 hit
56
The slide uses a direct quote from a 10-K filing to challenge the company's business model classification.FTAI Aviation, Ltd. (FTAI) · Muddy Waters Research
Activist deck Short seller Beat · The Conclusion1 hit
57
The table highlights specific transactions where the 'Old Owner' (FTAI entities) sold assets that remained 'Active' or 'In-service' with new operators.FTAI Aviation, Ltd. (FTAI) · Muddy Waters Research
Activist deck Short seller Beat · The Conclusion1 hit
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The slide uses a screenshot of a social media post to support the activist's claim of a hidden or mischaracterized business arrangement.FTAI Aviation, Ltd. (FTAI) · Muddy Waters Research
Activist deck Short seller Beat · The Conclusion1 hit
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The slide serves as a legal disclaimer/warning regarding the severity of sanctions violations.FTAI Aviation, Ltd. (FTAI) · Muddy Waters Research
Research note Short seller Beat · The VictoryLoop · Cost Of Inaction1 hit
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This is a concluding slide from a Muddy Waters research note, emphasizing legal and reputational risk.FTAI Aviation, Ltd. (FTAI) · Muddy Waters Research
Research note Short seller Beat · The VictoryLoop · Cost Of Inaction1 hit