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"evidence": "The slide explicitly claims 'Fuzzy Accounting' and 'artificially boosted' margins, which is a classic fraud exposure technique.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 20:44:16.458+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 49, "frameworkName": "fraud-exposure" }, { "matchId": "392354c2-5c0d-4d86-9b02-89e6e3b2abe2", "evidence": "The slide explicitly identifies 'Fuzzy Accounting' and 'distortive effect' of warranty reversals to mislead investors.", "framework": null, "confidence": 0.95, "extraction": { "at": "2026-05-02 20:44:19.474+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 50, "frameworkName": "fraud-exposure" }, { "matchId": "ae674ecf-49b9-4d92-a6f8-61164013b0ae", "evidence": "The slide explicitly labels financial trends as 'warning signs' and 'unraveled' to 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"2026-05-02 20:44:17.012+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 53, "frameworkName": "fraud-exposure" }, { "matchId": "a1f7ed21-6702-498b-aeca-7ccc911464be", "evidence": "Linking current executive to past corporate litigation to imply risk.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 20:44:17.892+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 54, "frameworkName": "fraud-exposure" }, { "matchId": "da5ff75f-02df-429a-a8cd-5837d4c623c2", "evidence": "Using job postings to infer internal control weaknesses", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 20:44:16.743+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 55, "frameworkName": "fraud-exposure" }, { "matchId": "f709bff4-7da2-4e94-8f36-2693e41aeea3", "evidence": "Exposing inconsistent peer selection to discredit management valuation claims.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 20:44:17.403+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 58, "frameworkName": "fraud-exposure" }, { "matchId": "74d69fe6-c8cf-488b-987d-b9a7a42ad802", "evidence": "Side-by-side table structure contrasting two opposing viewpoints.", "framework": null, "confidence": 1, "extraction": { "at": "2026-05-02 20:44:16.861+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 59, "frameworkName": "comparison-frame" }, { "matchId": "7c5ef01a-8967-406a-8795-751397ede0e9", "evidence": "The slide explicitly frames the company's narrative as a contradiction to its actual financial behavior to justify a lower valuation.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 20:44:18.353+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 61, "frameworkName": "fraud-exposure" }, { "matchId": "94da175b-6ee8-4bb3-ad22-f6e9778dd132", "evidence": "The slide explicitly defines a peer set to compare IRBT against for valuation purposes.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 20:44:21.464+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 62, "frameworkName": "comparison_frame" }, { "matchId": "c085d83a-374a-4bb5-91a6-c0ccffa98aee", "evidence": "Comparing IRBT valuation and growth metrics against a peer group to expose a valuation gap.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 20:44:22.551+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 63, "frameworkName": "comparison_frame" }, { "matchId": "9d7a36d8-d4ea-444f-884b-9a5084b130ff", "evidence": "Table presents multiple valuation scenarios based on different multiples and adjustments.", "framework": null, "confidence": 1, "extraction": { "at": "2026-05-02 20:44:18.125+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 64, "frameworkName": "valuation_table" } ], "patterns": [] }, "storymakers": null, "score": null, "review": null, "activistThesis": { "tone": "adversarial", "notes": "Classic Spruce Point short-report template: dramatic cinematic cover (staged 3D render of a flaming Roomba with rats), five-red-flag summary, section dividers, heavy reliance on screenshot evidence (company slide vs. company slide 'sleight-of-hand' comparisons for telepresence timeline slide removed in May 2014 Analyst Day and for patent portfolio counts backdated by +64 patents). Uses 3D Systems DDD drawdown chart as bubble-cracking analogue. Cites Glassdoor reviews and internal org-chart churn as management-quality evidence. Closing valuation uses industry-average P/E (14-16x) and EV multiples plus a generous 5-10% patent-value option ($50-$100m). No explicit disclosed stake size beyond the standard 'we are short IRBT' disclaimer on page 2.", "kpisCited": [ { "detail": "$20-$25 per share, implying 25-40% downside", "metric": "Price target" }, { "detail": "Down from 59.1% in 2005 / 60% at IPO to 4.9% by 2014", "metric": "Insider ownership" }, { "detail": "Threshold cut from $76.9m (2012) to $53.2m (2013), a 25-30% reduction", "metric": "Adjusted EBITDA bonus target" }, { "detail": "Ballooned from 15% in 2011 to 52% in 2012 and 35% in 2013", "metric": "Executive comp as % of Adjusted EBIT" }, { "detail": "+469% despite lower performance goals", "metric": "Cash incentive compensation growth" }, { "detail": "First Q1 OCF burn in 8 years; GAAP net income positive but OCF negative", "metric": "Q1 2014 operating cash flow" }, { "detail": "17%+ of revenues by 2013, now exceeding R&D spend", "metric": "Sales & marketing expense" }, { "detail": "2013 total backdated by +64 patents (461 to 525) in just seven weeks", "metric": "Patent portfolio" }, { "detail": "Zero, despite IRBT touting 'formidable' Top-5-ranked patent portfolio", "metric": "Licensing revenue from IP" }, { "detail": "Only 1% of consumers cite robotic vacuum as primary cleaner (Electrolux 2013 survey)", "metric": "Robotic vacuum penetration" }, { "detail": "VGo at $6,995 vs. IRBT Ava at $69,500 (10x cheaper)", "metric": "Telepresence competitor pricing" }, { "detail": "IRBT at 1.3x EV/Sales and 9.6x EV/EBITDA vs. small-cap CE peer averages of 0.8x and 6.4x", "metric": "2015E valuation vs peers" } ], "closingAsk": "Reject management's robotics narrative and size IRBT as a small-cap consumer-electronics stock, implying a $20-$25 price target and 25-40% downside.", "extraction": { "at": "2026-04-22 20:41:48+00", "model": "unknown-legacy", "runId": null, "seconds": 128.0769, "promptVersion": null }, "scqaReward": "Applying a 14-16x P/E on $1.42 2015E EPS and 0.7-0.9x EV/Revenue or 5-7x EV/EBITDA multiples yields a $20-$25 price target, implying 25-40% downside from the ~$33 level at publication.", "thesisTypes": [ "fraud_exposure", "multiple_rerating", "management_change" ], "top3Reasons": [ "IRBT is the poster child for a robotics bubble with no real IP monetization path", "Aggressive accounting and warranty reversals inflate EPS and rigged bonus targets", "Insider ownership collapsed from 60% at IPO to under 5% as insiders dump stock" ], "scqaSituation": "iRobot trades as a high-tech robotics growth story — the poster child of a media-hyped robotics revolution, a May 2014 Analyst Day darling, and the subject of bullish SeekingAlpha blogs, a new ROBO ETF, and Google/Amazon acquisition speculation.", "thesisSummary": "Spruce Point argues iRobot is a one-trick consumer-electronics company masquerading as a high-tech robotics pure-play, with a stock price inflated by media hype, bullish retail blogs, a newly launched robotics ETF, and acquisition speculation around Google and Amazon. Fundamentals are weakening: home vacuum share is under pressure from cheaper competitors, the telepresence and enterprise video 'growth story' is contradicting a shrinking IDC market, and the vaunted patent portfolio shows zero licensing revenue plus suspicious backdating of 2013 counts. Management has rigged comp by lowering Adjusted EBITDA bonus targets 25-30% while paying itself 35-50% of EBIT, warranty reversals boosted EPS, insiders sold from 60% to under 5% of shares, and Q1 2014 posted the first operating cash flow burn in eight years. Fair value is $20-$25, 25-40% downside.", "primaryDemands": [ "Sell IRBT stock (Strong Sell recommendation)", "Discount the robotics-bubble narrative and IP/telepresence optionality", "Scrutinize aggressive accounting, warranty reversals and EBITDA reconciliations", "Reject management's self-selected large-cap peer set in favor of small-cap consumer electronics comps" ], "scqaResolution": "Spruce Point issues a Strong Sell. Investors should discount the robotics-bubble narrative, reject management's cherry-picked large-cap peer set, and re-price IRBT against small-cap consumer electronics comps such as SodaStream, Leapfrog and Skullcandy.", "thesisOneLiner": "IRBT is a narrow consumer-vacuum company riding a robotics bubble; aggressive accounting, insider selling and a decaying moat point to $20-$25, or 25-40% downside.", "precedentsCited": [ "3D Systems (DDD) bubble cracking in 2014", "ROBO-STOX robotics ETF launch echoing prior sector-ETF tops (Timber CUT, Solar TAN, Silver SIL, Social Media SOCL)", "SodaStream (SODA) as a consumer-electronics comp under pressure", "JC Penney (JCP) as a retail comp to illustrate narrow-product-line risk" ], "scqaComplication": "Beneath the hype is a narrow consumer-vacuum company: home share eroding to cheaper competitors, a stagnant telepresence business, a self-citation-heavy patent portfolio with zero licensing revenue, warranty reversals inflating EPS, and insider 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When an ETF is created...buyer beware!\nIn October 2013, an ETF that tracks the ROBO-STOX Global Robotics and Automation Index was launched.\nIt should be no surprise that the creator of this index also writes The Robot Report\nThere are countless examples of ETFs being launched to track small slices of the investment universe, which foreshadowed a sharp and sudden decline in the value of the underlying shares", "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 20:44:10.163+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "3ef657df-ee3f-43aa-976d-08e9e6f3d6cd", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.9, "x": 0.05, "y": 0.92 }, "kind": "source-note", "text": "Source: http://www.robostox.com/ 1) http://www.reuters.com/article/2013/10/22/tx-robo-stox-launches-idUSnPnNYFckT+b9+PRN20131022 2) http://www.therobotreport.com/about", "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. 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provides a detailed quantitative breakdown to debunk the 'robotics acquisition' narrative.", "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": "dense", "densityScore": 71, "componentCount": 7, "textChars": 1600, "nDataPoints": 8, "notes": "Uses a 'Sign' framework to identify market irrationality; provides a detailed quantitative breakdown to debunk the 'robotics acquisition' narrative.", "elementsJson": [ "headline_text", "bullet_list", "numbered_list", "footnote" ], "confidence": 0.95, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 20:44:11.253+00", "seconds": 4.641, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-622c-750b-8b98-5300aefcfd91/13", "deck": "/decks/019dd923-622c-750b-8b98-5300aefcfd91", "deckAnchor": "/decks/019dd923-622c-750b-8b98-5300aefcfd91#slide-13", "deckJson": "/decks/019dd923-622c-750b-8b98-5300aefcfd91.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "We believe investors are misinterpreting these companies intent and budget", "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": "2026-04-22 23:47:31+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-5376-7749-9ee1-a4d57d3fd405", "parentComponentId": null }, { "bbox": { "h": 0.12, "w": 0.9, "x": 0.05, "y": 0.33 }, "kind": "list", "text": "Google buys 8 robotics companies in 6 months, including Boston Dynamics, which were highlighted by a recent New York Times article. Amazon buys Kiva, a maker of robots for warehouse fulfillment, in 2012 for $775m and more recently commented that it’s “experimenting” with drones, in a highly publicized and promoted 60 minutes TV segment.", "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 20:44:11.253+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "fc4f5989-d5d5-45d1-a247-beb9982c83a0", "parentComponentId": null }, { "bbox": { "h": 0.35, "w": 0.9, "x": 0.05, "y": 0.51 }, "kind": "list", "text": "AMZN is acquiring logistics companies for distribution center management. We estimate GOOG has spent between $50m and $120m on its 8 acquisitions: 1. The robotics acquisitions occurred in December 2013... 2. But since GOOG acquired more than just robotics... 3. If we back out Flexycore at $23m, Flutter at $40m, and Bump at $35m, we estimate GOOG spent ~$50m in robotics acquisitions in 2013. Having spent $1.5 billion in total cash for acquisitions in 2013, GOOG's robotics deals account for just 3-8% of its acquisition budget.", "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": "Numbered list", "slug": "numbered", "status": "active", "canonId": "019de52c-fcc0-7718-a284-a4250c805df2", "version": 1, "description": null }, "framework": null }, "subkind": "numbered", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:44:11.253+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "284da0bc-c563-4d7f-8a08-b35f4cf09e3d", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.9, "x": 0.05, "y": 0.25 }, "kind": "paragraph", "text": "Recent acquisition activity by large technology companies created massive media speculation. Bloggers suggest this speculation is a positive \"trigger\" for IRBT. The speculation was based on:", "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 20:44:11.253+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "45eabf59-d7a2-46cc-b6d9-a5fde1d3f30b", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.9, "x": 0.05, "y": 0.47 }, "kind": "paragraph", "text": "We believe investors are misinterpreting these companies intent and budget", "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 20:44:11.253+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "62ba55ad-7f16-4289-9998-9c12263cea0f", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.9, "x": 0.05, "y": 0.9 }, "kind": "source-note", "text": "1) http://www.nytimes.com/2013/12/04/technology/google-puts-money-on-robots-using-the-man-behind-android.html?adxnnl=1&adxnnl=1397565657-JKNa8Wma0JVn6CP7dbdgA 2) http://online.wsj.com/news/articles/SB10001424052702304724404577291903244796214 3) http://www.businessinsider.com/jeff-bezos-60-minutes-surprise-2013-12", "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. 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"/decks/019dd923-622c-750b-8b98-5300aefcfd91#slide-14", "deckJson": "/decks/019dd923-622c-750b-8b98-5300aefcfd91.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "Recent insights from venture capital trends doesn't suggest a rapid explosion of interest in robotics", "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": "2026-04-22 23:47:31+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-5376-7749-9ee1-d605be91a139", "parentComponentId": null }, { "bbox": { "h": 0.35, "w": 0.45, "x": 0.05, "y": 0.55 }, "kind": "chart", "text": "Robotics Venture Deals 2011-2014", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Stacked bar chart", "slug": "bar-stacked", "status": "active", "canonId": "019de52c-feec-74bf-9028-15b74f84f0a7", "version": 1, "description": null }, "framework": null }, "subkind": "bar-stacked", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:44:12.949+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "ccd18637-072b-410e-9ea9-3a8fe538eb36", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.9, "x": 0.05, "y": 0.38 }, "kind": "list", "text": "A majority of the capital has been deployed to fund follow-on Series B-D rounds. Funding for new robotics companies is approximately $50m per annum", "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 20:44:12.949+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "5f7739be-89b9-4bf1-98d7-1897def41d6f", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.9, "x": 0.05, "y": 0.43 }, "kind": "list", "text": "Largest investments include Anki (2013: $50m), Liquid Robotics (2013, $45m), Restoration Robotics (2011: $43m), MedRobotics (2013: $34m), Rethink Robotics (2012, $30m)", "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 20:44:12.949+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "7d2f6e44-be82-4c65-9541-6fdd585759bb", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.9, "x": 0.05, "y": 0.48 }, "kind": "list", "text": "Also, we note that two recent companies (CyPhy Works and Vgo) were started by former IRBT employees, apparently without the need to license any of IRBT's intellectual property to get started!", "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 20:44:12.949+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "db389321-359b-4e34-bf68-90276dec9fd8", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.9, "x": 0.05, "y": 0.28 }, "kind": "list", "text": "Our analysis of publicly announced venture deals (debt+equity) illustrates that aggregate deal flow was stagnate at ~$195m from 2012-2013. 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Meanwhile, IRBT's Days Sales in Inventory (DSI), or a measure of days to turnover its inventory, steadily rose in 2013 and has remained elevated. Lastly, we note IRBT replaced its long-time CFO early in March 2013. Later in November 2013, IRBT took the unusual step of placing its new CFO in charge of Supply Chain and Manufacturing.", "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 20:44:18.967+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c431666e-1379-4bc8-9d5c-2cf1ac202f5d", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.6, "x": 0.03, "y": 0.95 }, "kind": "source-note", "text": "Source: IRBT Financial Filings 1) http://investor.irobot.com/phoenix.zhtml?c=193096&p=irol-newsArticle&ID=1879828&highlight=", "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 20:44:18.967+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "13f8e920-847f-4b30-9b86-5c873601a818", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.7, "x": 0.15, "y": 0.05 }, "kind": "title", "text": "Classic Warning Signs IRBT's Financial Statements Are Becoming Unraveled", "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 20:44:18.967+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "080fea42-475b-4b5e-a85a-5a1dec754e1a", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [ { "matchId": "ae674ecf-49b9-4d92-a6f8-61164013b0ae", "evidence": "The slide explicitly labels financial trends as 'warning signs' and 'unraveled' to suggest accounting manipulation.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 20:44:18.967+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 51, "frameworkName": "fraud-exposure" } ], "arcBeats": [ { "to": 64, "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": 4, "name": "Expose Contradiction", "beatId": "9276d3d0-eba4-4814-902b-c80843925dd7", "matchId": "b4e1046c-d48b-4ea0-a8b2-59d33997a0ad", "beatType": null, "evidence": "The document presents a series of contradictions and concerns about iRobot Corp's financials, market position, and growth prospects.", "position": 0, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 52, "type": "tension", "title": "The slide uses a red-text callout to emphasize the 'red flag' nature of the data.", "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": "dense", "densityScore": 54, "componentCount": 6, "textChars": 957, "nDataPoints": 13, "notes": "The slide uses a red-text callout to emphasize the 'red flag' nature of the data.", "elementsJson": [ "headline_text", "paragraph", "line_chart", "footnote" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 20:44:15.561+00", "seconds": 2.572, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-622c-750b-8b98-5300aefcfd91/52", "deck": "/decks/019dd923-622c-750b-8b98-5300aefcfd91", "deckAnchor": "/decks/019dd923-622c-750b-8b98-5300aefcfd91#slide-52", "deckJson": "/decks/019dd923-622c-750b-8b98-5300aefcfd91.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "A surge in DSO is often a red flag signaling a host of potential problems.", "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": "2026-04-22 23:47:34+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-5377-73e2-a966-4ca08e81bbe2", "parentComponentId": null }, { "bbox": { "h": 0.45, "w": 0.68, "x": 0.16, "y": 0.44 }, "kind": "chart", "text": "Days Sales Outstanding", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Line chart", "slug": "line", "status": "active", "canonId": "019de52c-ff62-778f-8f6c-a952ceae8677", "version": 1, "description": null }, "framework": null }, "subkind": "line", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:44:15.561+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "887748a6-d0aa-4297-979d-31e027723980", "parentComponentId": null }, { "bbox": null, "kind": "metric", "text": "Days Sales Outstanding", "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": "2026-04-22 23:47:34+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-5377-73e2-a966-51ecb9c198b6", "parentComponentId": null }, { "bbox": { "h": 0.18, "w": 0.96, "x": 0.02, "y": 0.23 }, "kind": "paragraph", "text": "For a closer look at IRBT's receivables, we analyze its Days Sales Outstanding (DSO), a measure of the average number of days that it takes to collect revenue after a sale has been made. A surge in DSO is often a red flag signaling a host of potential problems. IRBT's DSO has been rising for 3 years and could be a result of any/all of the following: 1) Products have been oversold, and customers refuse to pay until the unfulfilled promises have been met; 2) Extended payment terms may be offered that allow the buyer to delay full payment long after everything necessary has been done for the vendor to earn the revenue; 3) Channel stuffing; 4) Aggressive revenue recognition policies", "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 20:44:15.561+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "0c945c4f-daea-4c95-ab10-a4cf9ac6508b", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.45, "x": 0.02, "y": 0.95 }, "kind": "source-note", "text": "1) Calculated as Average LTM Accounts Receivables / [ (LTM Trailing Sales) / 360 ]\nSource: IRBT Financial Filings", "attrs": { "numbered": true }, "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. 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In light of our previous concerns about potential problems with its financials, we observe that IRBT noted two discrete errors in 2013. While each individual error is listed as immaterial, we wonder if in aggregate, all of the issues we’ve presented are material to the integrity of the financial statements.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:44:17.012+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "d56d60d4-2900-4fdd-bc8f-3e311f0660f1", "parentComponentId": null }, { "bbox": null, "kind": "callout", "text": "While each individual error is listed as immaterial, we wonder if in aggregate, all of the issues we’ve presented are material to the integrity of the financial statements.", "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": "2026-04-22 23:47:34+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-5377-73e2-a967-460308aac011", "parentComponentId": null }, { "bbox": { "h": 0.4, "w": 0.45, "x": 0.52, "y": 0.45 }, "kind": "paragraph", "text": "Revision of Balance Sheet as of December 29, 2012: During the three month period ended March 30, 2013, the Company identified a classification error related to its reserves for uncertain tax positions on its December 29, 2012 consolidated balance sheet. The impact of the errors on the December 29, 2012 consolidated balance sheet was a decrease in Other Current Assets of $2.7 million, an increase in Other Assets of $0.2 million, a decrease in Accrued Expenses of $2.9 million, and an increase in Long-term Liabilities of $0.4 million.", "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 20:44:17.012+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "0a2fbbda-cfa7-4f81-b0b5-03046d81d335", "parentComponentId": null }, { "bbox": { "h": 0.3, "w": 0.45, "x": 0.05, "y": 0.45 }, "kind": "paragraph", "text": "Out of Period Adjustment: During the third quarter of 2013, the Company identified an immaterial error to previously reported depreciation expense due to the use of an incorrect useful life on a leasehold improvement asset. 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