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incapable of executing an $80m defense contract. Strong use of CEO/management quote-contradiction (the 'they asked us to keep silent' line vs. Goldrone's own public press release and signing-ceremony photo). Secondary thesis attacks the MARSS acquisition and EOS's broader 2025 contract disclosures. No explicit price target or sum-of-parts; thesis is binary fraud-exposure. Closing ask is implicit — judge management for yourself. Visual production is functional corporate-report style with consistent Grizzly-blue branding, mixed photo evidence, screenshots and basic line/bar charts; not a slide-craft showcase but the forensic photo-evidence pages (handshake, restaurant HQ, vacant training field) are memorable.", "kpisCited": [ { "detail": "US$476,000 (₩700,000,000) with a US$400,000 net loss", "metric": "Goldrone peak revenue (2018)" }, { "detail": "Only 3 employees per NICE Group / National Pension Service data", "metric": "Goldrone employees" }, { "detail": "Currently raising ~US$343,000 (₩500m) — vs. $18m deposit due end of January 2026", "metric": "Goldrone capital raise" }, { "detail": "15.4m shares × ₩500 = US$5.2m total company value, fraction of contract size", "metric": "Goldrone market cap" }, { "detail": "US$80m conditional high energy laser contract announced Dec 15 2025", "metric": "Korean contract size" }, { "detail": "+50% in two days, ~+100% over three weeks; ATH A$11.20 from ~A$5", "metric": "EOS stock reaction" }, { "detail": "A$44.07m, down 58% year-over-year post EM Solutions sale", "metric": "EOS 1H 2025 revenue from continuing operations" }, { "detail": "-A$25.0m", "metric": "EOS 1H 2025 operating loss (continuing ops)" }, { "detail": "Sold for A$160m, completed January 31 2025; was the only profitable unit (A$15.4m post-tax profit)", "metric": "EM Solutions sale" }, { "detail": "A$35m principal, 26% rate, A$52.1m repayment due 11 Oct 2025", "metric": "WHSP term loan" }, { "detail": "US$36m upfront (~A$54m) plus up to €100m earnout", "metric": "MARSS acquisition price" }, { "detail": "£57.3m / €66.2m total over 2021–2023, with consistent operating losses — contradicts CFO's '€240m over 5 years' claim", "metric": "MARSS reported revenue" }, { "detail": "A$55.3m cash; A$20m operating cash burn over 9 months", "metric": "Q3 2024 EOS cash position" } ], "closingAsk": "Investors should recognize the Korean contract as fraudulent evidence of an untrustworthy management team and treat EOS's recent rally with deep skepticism.", "extraction": { "at": "2026-04-22 23:19:27+00", "model": "unknown-legacy", "runId": null, "seconds": 115.73437, "promptVersion": null }, "scqaReward": "If the contract is exposed as fraudulent, the recent 100%+ rally — which carried EOS to an A$11.20 ATH from A$5 — unwinds, justifying a short bet on the stock.", "thesisTypes": [ "fraud_exposure" ], "top3Reasons": [ "EOS's $80m Korean counterpart is Goldrone, a 3-employee agricultural drone shop based above a restaurant", "Goldrone peaked at $476k revenue in 2018 and is now raising just $343k to stay afloat", "Management lied on the investor call claiming the counterpart wished to remain anonymous" ], "scqaSituation": "EOS is an Australian defense electro-optics manufacturer whose stock doubled in mid-December 2025 after announcing an US$80m laser contract with an undisclosed Korean counterparty hailed as transformational by management.", "thesisSummary": "Electro Optic Systems' share price doubled in late 2025 on a US$80 million 'high energy laser' contract with an undisclosed Korean counterparty. Grizzly identifies that counterparty as Goldrone Co. Ltd, a three-employee Korean agricultural drone maker headquartered above a rural restaurant, whose revenue peaked at US$476,000 in 2018 and which is currently trying to raise just US$343,000 to stay solvent. Management's claim on the December 16, 2025 investor call that the counterpart asked to remain anonymous is contradicted by Goldrone's own public announcement and Korean media coverage of the signing ceremony. Combined with the fire-sale of the only profitable EM Solutions unit in 2024, an aggressive 26% Washington H. Soul Pattinson term loan, and a similarly inflated MARSS acquisition pitch, Grizzly concludes EOS management is committing fraud to push the stock higher ahead of a likely capital raise.", "primaryDemands": [ "Investors should disregard the US$80m Korean contract as a fake PR piece used to inflate the stock", "Investors should question management's representations about the MARSS acquisition's economics", "Investors should listen to the December 16 2025 webinar and judge whether management can be trusted" ], "scqaResolution": "Investors should treat the Korean deal as a fake PR catalyst, distrust management's misleading statements on the deal and the MARSS acquisition, and brace for a dilutive capital raise.", "thesisOneLiner": "EOS's stock-doubling US$80m Korean defense contract is with Goldrone, a defunct three-person agricultural drone company — a fake catalyst used by a desperate management to pump a failing stock.", "precedentsCited": [], "scqaComplication": "Grizzly identifies 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We concluded that there is no active involvement of Calidus in this contract.", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:07:36.757+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "cfa2f0e0-efc4-4127-834c-4f9fffb9a6ab", "parentComponentId": null }, { "bbox": { "h": 0.13, "w": 0.78, "x": 0.11, "y": 0.68 }, "kind": "paragraph", "text": "Calidus is a UAE defense company that has partnered with EOS in February 2025... We believe that Calidus indeed made a simple introduction... but has no involvement beyond this.", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:07:36.757+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "d77f5009-dcf3-41e1-a074-aec1c80d9212", "parentComponentId": null }, { "bbox": null, "kind": "quote", "text": "It's been several years since I spent all my severance pay. I was looking at going public, but I don't know what they are doing, let alone going public. My bloody money is my severance pay for sleeping, not eating, and working hard. If you are a company official, shouldn't you contact them to see what the company is doing? — Anonymous forum user on 38.co.kr", "attrs": null, "canon": { "kind": { "name": "Quote", "slug": "quote", "status": "active", "canonId": "019de52c-f8fb-751e-8bc6-d58e2d59562a", "version": 1, "description": "Pull quote or testimonial." }, "tool": { "name": "Authority citation", "slug": "authority-citation", "status": "active", "bestFor": null, "canonId": "019dd9e1-49ae-7557-89ad-3fca70469b45", "version": 1, "bodyDocId": null, "description": "Quoting an authority figure, study, or precedent to lend weight.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-23 02:34:13+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-78b4-70ad-b394-e25973c8500b", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.12, "x": 0.44, "y": 0.57 }, "kind": "source-note", "text": "Source: www.38.co.kr", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:07:36.757+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "3e77bedb-70f8-43bd-b354-7857b2705c90", "parentComponentId": null }, { "bbox": { "h": 0.06, "w": 0.78, "x": 0.11, "y": 0.13 }, "kind": "title", "text": "EOS Behind the Hype: Unmasking the Dark Reality of the Mysterious Korean Contract", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:07:36.757+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "9507edd7-eed5-4832-ada5-af66c7fbff5d", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [ { "to": 20, "arc": { "name": "Overcoming the Monster", "slug": "overcoming-monster", "status": "active", "bestFor": "Competitive positioning, rallying teams", "canonId": "019dd956-6339-76ac-9cbf-4b377c3aa89e", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "The Monster -> The Call -> The Struggle -> The Victory -> The New Order", "description": null, "familyLabel": null }, "from": 11, "name": "The Struggle", "beatId": "cd955e7b-6846-40b3-a615-ef64f8cb5edb", "matchId": "83be2b3e-1dc5-4024-b7a8-1848ba78ae5b", "beatType": { "name": "The Struggle", "slug": "overcoming-monster-the-struggle", "status": "active", "canonId": "019dd9b8-3d24-71b1-9262-9a8f9850fda3", "version": 1, "description": null }, "evidence": "The report presents various contradictions and questionable claims", "position": 1, "isPrimaryArc": true, "parentBeatType": { "name": "Development", "slug": "development", "status": "active", "canonId": "019dd9b8-0332-7008-b3aa-11b0840a57b1", "version": 1, "description": "The middle stretch in arcs that have one. Often where length problems creep in." }, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 20, "type": "tension", "title": "This is a short-seller research report page.", "function": "expose_contradiction", "rawType": "expose_contradiction", "block": null, "metadata": { "slideType": "expose_contradiction", "slideTypeCanon": { "name": "Expose contradiction", "slug": "expose_contradiction", "status": "active", "canonId": "019de52d-124c-75aa-984a-0a3d0d8fc8df", "version": 1, "description": null }, "function": "expose_contradiction", "functionCanon": { "name": "Expose contradiction", "slug": "expose_contradiction", "status": "active", "canonId": "019de52d-171f-776f-887c-73edaff4cf9c", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 86, "componentCount": 10, "textChars": 2026, "nDataPoints": 5, "notes": "This is a short-seller research report page.", "elementsJson": [ "headline_text", "paragraph", "bullet_list" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 20:07:37.922+00", "seconds": 3.762, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-622c-750b-8b9b-10da7de2b83a/20", "deck": "/decks/019dd923-622c-750b-8b9b-10da7de2b83a", "deckAnchor": "/decks/019dd923-622c-750b-8b9b-10da7de2b83a#slide-20", "deckJson": "/decks/019dd923-622c-750b-8b9b-10da7de2b83a.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "In light of our research, we find many statements by management to be gross misrepresentations, bordering on outright lies.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-23 02:34:13+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-78b4-70ad-b395-108cd81b2301", "parentComponentId": null }, { "bbox": { "h": 0.11, "w": 0.58, "x": 0.31, "y": 0.82 }, "kind": "disclaimer", "text": "THE REPORT AND ALL STATEMENTS CONTAINED HEREIN ARE THE OPINIONS OF GRIZZLY RESEARCH...", "attrs": null, "canon": { "kind": { "name": "Disclaimer", "slug": "disclaimer", "status": "active", "canonId": "91173477-d91f-4024-bbaf-d4f93e3f82dc", "version": 1, "description": "Legal/cautionary text that occupies most of the body of its slide." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:07:37.922+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "d2e2d649-cbad-4138-884c-0559bbe3b521", "parentComponentId": null }, { "bbox": { "h": 0.07, "w": 0.78, "x": 0.11, "y": 0.51 }, "kind": "list", "text": "Thanks to this new contract, EOS claims it is now in a pole position for the future large procurement program in Korea. Management also added that “whenever there is a tender coming up in the future to have a great chance of winning this”. We find this a gross exaggeration.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:07:37.922+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "239f5c24-4afa-43d9-87cd-c480fe05a9fd", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.78, "x": 0.11, "y": 0.7 }, "kind": "list", "text": "EOS' Management also stated that they “will use the momentum of this contract to push to negotiations with a couple of other clients”. We believe potential clients will not be impressed when they learn about the identity of this counterpart.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:07:37.922+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "4398e6a5-3338-43b8-94d7-fb5c530d3df0", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.78, "x": 0.11, "y": 0.45 }, "kind": "list", "text": "The client is “an Industrial Partner”, and has evaluated all the international options but chose EOS. The first part is simply not true; the second part is highly doubtful.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:07:37.922+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c3aae8a1-8f92-4b71-84fe-26517e57f678", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.78, "x": 0.11, "y": 0.59 }, "kind": "list", "text": "EOS management expects tenders to be for small batches (10, 20, 30 lasers) with a price of approximately A$45 to A$50 million for low-quantity orders and of approximately A$25 to A$30 million for higher-quantity orders. Here, management was touting possibilities of winning contracts in the multi-hundred million range from this counterpart, easily doubling their current backlog. We find this unrealistic.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:07:37.922+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "d52a82a1-16d9-46a2-9d77-5cce536bd3ee", "parentComponentId": null }, { "bbox": { "h": 0.11, "w": 0.78, "x": 0.11, "y": 0.21 }, "kind": "paragraph", "text": "Calidus does not need a local partner like Goldrone, because it is already partnered with sizable Korean defense contractors, most notably LigNex1. 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null }, "subkind": "screenshot", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:07:40.668+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "69154dab-f123-4be6-a655-413b69e5e5e6", "parentComponentId": null }, { "bbox": { "h": 0.105, "w": 0.764, "x": 0.118, "y": 0.215 }, "kind": "paragraph", "text": "We found MARSS' financials for their U.K. subsidiary which seems to be conducting all their operations, with reported revenue segments from the U.K. and \"The rest of the world\". By reverse searching the name of MARSS' CEO \"Johannes Pinl\", we found MARSS' \"real name\" which is \"Marine & Remote Sensing Solutions\". Below are the screenshots for MARSS revenue for the years 2021, 2022 and 2023 (the other years are unavailable yet, the annual accounts for 2024 are overdue since the end of 2025).", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:07:40.668+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "28c66baf-5dc7-45ae-910c-762c05d3492c", "parentComponentId": null }, { "bbox": { "h": 0.015, "w": 0.214, "x": 0.393, "y": 0.771 }, "kind": "source-note", "text": "Source: U.K. Companies House.", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:07:40.668+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "736cb28c-09f3-40f6-a466-a8c2c326a96a", "parentComponentId": null }, { "bbox": { "h": 0.065, "w": 0.764, "x": 0.118, "y": 0.115 }, "kind": "title", "text": "EOS Behind the Hype: Unmasking the Dark Reality of the Mysterious Korean Contract", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:07:40.668+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "19d2e871-cff6-47d3-9a22-654e518b851e", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [], "loops": [ { "to": 25, "from": 20, "loop": { "name": "27_cost_of_inaction", "slug": "27-cost-of-inaction", "status": "active", "bestFor": "Urgent budget requests, compliance, risk mitigation", "canonId": "019dd956-70d1-7395-a15b-857ba858b394", "version": 1, "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21", "structure": "The Status Quo -> The Hidden Costs Accumulating -> The Future State of Inaction -> The Tipping Point", "description": "Quantify what happens if the audience does nothing", "familyLabel": null }, "matchId": "8c54494c-4e8a-47e6-b616-7098325b8a05", "evidence": "The report implies that investors may suffer losses if they do not take action", "position": 1, "objective": "Highlight the consequences of not taking action", "confidence": 0.6, "extraction": { "at": "2026-07-16 22:02:09.036982+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": "doc-narrative-v1" } } ], "locked": true }, { "page": 23, "type": "tension", "title": "The slide uses a financial table to highlight a discrepancy between reported revenue and claimed contract value.", "function": "expose_contradiction", "rawType": "expose_contradiction", "block": null, "metadata": { "slideType": "expose_contradiction", "slideTypeCanon": { "name": "Expose contradiction", "slug": "expose_contradiction", "status": "active", "canonId": "019de52d-124c-75aa-984a-0a3d0d8fc8df", "version": 1, "description": null }, "function": "expose_contradiction", "functionCanon": { "name": "Expose contradiction", "slug": "expose_contradiction", "status": "active", "canonId": "019de52d-171f-776f-887c-73edaff4cf9c", "version": 1, "description": null }, "density": "balanced", "densityScore": 40, "componentCount": 6, "textChars": 796, "nDataPoints": 12, "notes": "The slide uses a financial table to highlight a discrepancy between reported revenue and claimed contract value.", "elementsJson": [ "headline_text", "screenshot", "paragraph", "footnote" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 20:07:37.639+00", "seconds": 2.825, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-622c-750b-8b9b-10da7de2b83a/23", "deck": "/decks/019dd923-622c-750b-8b9b-10da7de2b83a", "deckAnchor": "/decks/019dd923-622c-750b-8b9b-10da7de2b83a#slide-23", "deckJson": "/decks/019dd923-622c-750b-8b9b-10da7de2b83a.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "By making a quick calculation, we clearly see that the statements around this acquisition do not make sense.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-23 02:34:13+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-78b4-70ad-b395-2974a6085146", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.567, "x": 0.315, "y": 0.825 }, "kind": "disclaimer", "text": "THE REPORT AND ALL STATEMENTS CONTAINED HEREIN ARE THE OPINIONS OF GRIZZLY RESEARCH...", "attrs": null, "canon": { "kind": { "name": "Disclaimer", "slug": "disclaimer", "status": "active", "canonId": "91173477-d91f-4024-bbaf-d4f93e3f82dc", "version": 1, "description": "Legal/cautionary text that occupies most of the body of its slide." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:07:37.639+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "8bd90d23-4442-4cf8-b0b7-ab4216e95c95", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.764, "x": 0.118, "y": 0.6 }, "kind": "paragraph", "text": "By making a quick calculation, we clearly see that the statements around this acquisition do not make sense. If we consider that \"240 million € over 5 years\" is January 2021 to December 2025, and given that the company generated approximately 66 million € from 2021 to 2023, this implies that MARSS generated 174 million € in 2024 and 2025 combined, and therefore is experiencing an exploding growth.", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:07:37.639+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "179478ca-c51b-4024-bb73-deab97f5148a", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.22, "x": 0.39, "y": 0.575 }, "kind": "source-note", "text": "Source: U.K. Companies House.", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:07:37.639+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "454de30e-e8e8-4b1c-861c-3bfa3f5565ba", "parentComponentId": null }, { "bbox": { "h": 0.35, "w": 0.6, "x": 0.2, "y": 0.215 }, "kind": "table", "text": "Consolidated Statement of Comprehensive Income for Marine & Remote Sensing Solutions Limited", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:07:37.639+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "fa463830-677c-4844-8bbd-336414c9cb1d", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.764, "x": 0.118, "y": 0.135 }, "kind": "title", "text": "EOS Behind the Hype: Unmasking the Dark Reality of the Mysterious Korean Contract", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:07:37.639+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "8a267627-1929-4b28-a5a5-fc0b37e485f6", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [ { "matchId": "a44a6f03-23f4-44d8-aba9-4613d8c6c321", "evidence": "The slide explicitly uses a calculation to show that company claims 'do not make sense' based on provided financial data.", "framework": null, "confidence": 1, "extraction": { "at": "2026-05-02 20:07:37.639+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 23, "frameworkName": "expose_contradiction" } ], "arcBeats": [], "loops": [ { "to": 25, "from": 20, "loop": { "name": "27_cost_of_inaction", "slug": "27-cost-of-inaction", "status": "active", "bestFor": "Urgent budget requests, compliance, risk mitigation", "canonId": "019dd956-70d1-7395-a15b-857ba858b394", "version": 1, "bodyDocId": 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"slideTypeCanon": { "name": "Expose contradiction", "slug": "expose_contradiction", "status": "active", "canonId": "019de52d-124c-75aa-984a-0a3d0d8fc8df", "version": 1, "description": null }, "function": "expose_contradiction", "functionCanon": { "name": "Expose contradiction", "slug": "expose_contradiction", "status": "active", "canonId": "019de52d-171f-776f-887c-73edaff4cf9c", "version": 1, "description": null }, "density": "dense", "densityScore": 55, "componentCount": 8, "textChars": 776, "nDataPoints": 9, "notes": "The slide uses a 'fraud-exposure' framework to highlight discrepancies between reported financials and management narrative.", "elementsJson": [ "headline_text", "data_table", "paragraph", "footnote" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 20:07:38.352+00", "seconds": 3.317, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-622c-750b-8b9b-10da7de2b83a/24", "deck": "/decks/019dd923-622c-750b-8b9b-10da7de2b83a", "deckAnchor": "/decks/019dd923-622c-750b-8b9b-10da7de2b83a#slide-24", "deckJson": "/decks/019dd923-622c-750b-8b9b-10da7de2b83a.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "We believe management is misrepresenting the economic opportunities of this new acquisition to pump up the stock price.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-23 02:34:14+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-78b4-70ad-b395-c9d03bc97615", "parentComponentId": null }, { "bbox": { "h": 0.12, "w": 0.58, "x": 0.31, "y": 0.825 }, "kind": "disclaimer", "text": "THE REPORT AND ALL STATEMENTS CONTAINED HEREIN ARE THE OPINIONS OF GRIZZLY RESEARCH...", "attrs": null, "canon": { "kind": { "name": "Disclaimer", "slug": "disclaimer", "status": "active", "canonId": "91173477-d91f-4024-bbaf-d4f93e3f82dc", "version": 1, "description": "Legal/cautionary text that occupies most of the body of its slide." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:07:38.352+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "64f838b7-7715-4320-8cf3-6dbb19efb84c", "parentComponentId": null }, { "bbox": null, "kind": "metric", "text": "Revenue: 75%", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": { "name": "Quantification", "slug": "quantification", "status": "active", "bestFor": null, "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88", "version": 1, "bodyDocId": null, "description": "Translating a claim into numbers, charts, or tables.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-23 02:34:14+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-78b4-70ad-b395-ce9c332c989d", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.78, "x": 0.11, "y": 0.595 }, "kind": "paragraph", "text": "Moreover, in MARSS' news feed, we do not see any announcement of big contracts or awards... We believe management is misrepresenting the economic opportunities of this new acquisition to pump up the stock price.", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:07:38.352+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "449978e3-4a82-4bbc-a437-849bad7d7c1c", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.78, "x": 0.11, "y": 0.415 }, "kind": "paragraph", "text": "As we can see from the filings above, the company has seen its revenue slashed almost 75% from 2021 to 2022... 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Subsequently, we received a contract from the US Army, which will likely make us their preferred C-UAS standard solution. The US combat vehicle fleet will be equipped with an EOS R400 Slinger in a semi-autonomous special configuration.\"", "attrs": null, "canon": { "kind": { "name": "Quote", "slug": "quote", "status": "active", "canonId": "019de52c-f8fb-751e-8bc6-d58e2d59562a", "version": 1, "description": "Pull quote or testimonial." }, "tool": null, "subkind": { "name": "Pull quote", "slug": "pull-quote", "status": "active", "canonId": "019de52c-fbf9-76fe-97e1-a0b7540445c9", "version": 1, "description": null }, "framework": null }, "subkind": "pull-quote", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:07:40.409+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "40ecf587-61ef-43da-8cd1-caa8847afbb5", "parentComponentId": null }, { "bbox": null, "kind": "quote", "text": "\"We also won by a wide margin at the US Army's most prestigious live-fire exercise in April of this year. Subsequently, we received a contract from the US Army, which will likely make us their preferred C-UAS standard solution. The US combat vehicle fleet will be equipped with an EOS R400 Slinger in a semi-autonomous special configuration.\" — CEO (December 2025)", "attrs": null, "canon": { "kind": { "name": "Quote", "slug": "quote", "status": "active", "canonId": "019de52c-f8fb-751e-8bc6-d58e2d59562a", "version": 1, "description": "Pull quote or testimonial." }, "tool": { "name": "Authority citation", "slug": "authority-citation", "status": "active", "bestFor": null, "canonId": "019dd9e1-49ae-7557-89ad-3fca70469b45", "version": 1, "bodyDocId": null, "description": "Quoting an authority figure, study, or precedent to lend weight.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-23 02:34:15+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-78b4-70ad-b396-a61b6b3c0339", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.78, "x": 0.11, "y": 0.13 }, "kind": "title", "text": "EOS Behind the Hype: Unmasking the Dark Reality of the Mysterious Korean Contract", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:07:40.409+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "43f9f985-77fb-41d4-9898-70a1c2bf6ff3", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.15, "x": 0.11, "y": 0.51 }, "kind": "title", "text": "Conclusion", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", 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"arc": { "name": "Overcoming the Monster", "slug": "overcoming-monster", "status": "active", "bestFor": "Competitive positioning, rallying teams", "canonId": "019dd956-6339-76ac-9cbf-4b377c3aa89e", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "The Monster -> The Call -> The Struggle -> The Victory -> The New Order", "description": null, "familyLabel": null }, "from": 35, "name": "The Victory", "beatId": "93928833-de28-4974-adfd-1ae9e552cf0c", "matchId": "83be2b3e-1dc5-4024-b7a8-1848ba78ae5b", "beatType": { "name": "The Victory", "slug": "overcoming-monster-the-victory", "status": "active", "canonId": "019dd9b8-3dbe-71b9-b5a9-7191b5f8782b", "version": 1, "description": null }, "evidence": "The report concludes that EOS's management team is untrustworthy", "position": 2, "isPrimaryArc": true, "parentBeatType": { "name": "Turn", "slug": "turn", "status": "active", "canonId": "019dd9b8-0396-702b-ac2f-9901f8dd8b54", "version": 1, "description": "The pivot — solution proposed, catalyst introduced, decision made. Common (15/20 arcs) but not universal: Triple-take, AIDA, PAS, Voyage-return and Pixar substitute it with a strong reflection or development beat." }, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true } ], "arcBeats": [ { "from": 4, "to": 10, "label": "The Monster", "description": "The report introduces the questionable aspects of the Korean contract" }, { "from": 11, "to": 20, "label": "The Struggle", "description": "The report presents various contradictions and questionable claims" }, { "from": 35, "to": 35, "label": "The Victory", "description": "The report concludes that EOS's management team is untrustworthy" } ], "loops": [ { "from": 4, "to": 10, "label": "The Reveal", "description": "Reveal the truth behind the Korean contract" }, { "from": 20, "to": 25, "label": "Cost Of Inaction", "description": "Highlight the consequences of not taking action" } ] }