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20:25:00.729+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 101, "frameworkName": "valuation-bridge" } ], "patterns": [] }, "storymakers": null, "score": null, "review": null, "activistThesis": { "tone": "adversarial", "notes": "101-page Spruce Point short report on iRhythm Technologies (IRTC), dated 8/18/2025. Cover uses a memorable AI-style cartoon of a cardiologist in a patient room with a speech bubble ('I have minimal concerns, let's go with the watch monitor') under the tagline 'Investor Complacency is Off the Charts' — unusual editorial touch for a short deck. Firm-authored (no individual signatory). Heavy use of 'Pitch vs Reality' CEO-quote-contradiction tables (Blackford on Zio AT quality, Japan reimbursement, MCT product, CCT separation) — pages 17 and 89 are the archetypes. Page 93 shows a striking 2022-vs-2024 Code of Conduct word-frequency comparison ('criminal' 10 -> 0, 'fraud/fraudulent' 15 -> 0) as evidence of management softening governance. Page 4 showcases Spruce Point's own track record (Stryker/Heska/Progyny/Procept) as implicit precedent and credibility play — a common short-seller opener. Valuation is pure multiple-comparison (2x-4x revenue on testing-services comps) with no SOTP or DCF. Stake not disclosed beyond a boilerplate short-position statement. Campaign_phase set to initial_thesis as this appears to be Spruce Point's first public deck on IRTC.", "kpisCited": [ { "detail": "$5.4B at $160.58 share price (8/15/25); +141% over past year, +78% YTD", "metric": "Market capitalization" }, { "detail": "$323M (2021) / $411M (2022) / $493M (2023) / $592M (2024) / $726M (2025E) / $847M (2026E) / $979M (2027E)", "metric": "Revenue (historical and consensus)" }, { "detail": "27% (2022) declining to 16% (2027E)", "metric": "Revenue growth deceleration" }, { "detail": "-28% (2021), structurally unattractive vs peers", "metric": "Non-GAAP EBITDA margin" }, { "detail": "6.7x iRhythm vs 2.9x medical-device median and 2.1x testing-services median (100% premium)", "metric": "EV / 2026E revenue multiple" }, { "detail": "~70% of long-term cardiac monitor (LTCM) market — limited headroom", "metric": "Zio XT market share" }, { "detail": "4.5-6.5M patients/year (Spruce Point view); Company pitches 27M incremental asymptomatic patients", "metric": "Addressable market (core LTCM)" }, { "detail": "2 patient deaths linked to Zio AT transmission limit; 4,000+ complaints not investigated/remediated per July 2024 Form 483", "metric": "FDA findings" }, { "detail": "~$190M of stock sold by insiders since 2018; current insiders hold <1% of shares; Blackford sold $4.8M of $5.8M post-Q2", "metric": "Insider selling" }, { "detail": "$90-$160M cashed out depending on issue referenced", "metric": "Insider cash-out during FDA period" }, { "detail": "12 of 13 analysts rate Buy; average $178.75 target implies just 11% upside", "metric": "Wall Street consensus" }, { "detail": "2x-4x applied to $828-$847M 2026E revenue -> $1.47B-$3.20B market cap -> $43-$94/share", "metric": "Price target derivation" } ], "closingAsk": "Sell iRhythm shares: Spruce Point sees approximately 40% to 70% downside to $43-$94 given regulatory, governance, competitive, and valuation risks.", "extraction": { "at": "2026-04-22 22:06:57+00", "model": "unknown-legacy", "runId": null, "seconds": 230.19437, "promptVersion": null }, "scqaReward": "Applying a 2x-4x revenue multiple to 2026E consensus of $828-$847M yields a price target of $43-$94 per share, representing roughly 40% to 70% downside from the $160.58 current price.", "thesisTypes": [ "fraud_exposure", "governance_board", "management_change", "multiple_rerating" ], "top3Reasons": [ "FDA found Zio AT defects linked to at least two patient deaths; DOJ probing management cover-up", "Commoditized product, overstated asymptomatic market, and smartwatch substitutes threaten growth", "Testing-services 2x-4x multiple on 2026E revenue implies $43-$94 target, 40-70% downside" ], "scqaSituation": "iRhythm dominates long-term ambulatory cardiac monitoring with ~70% share of the Zio patch franchise, trades at a $5.4B market cap and 6.7x 2026E revenue, and is pitched to investors as a high-growth medtech leader with a large asymptomatic expansion opportunity.", "thesisSummary": "Spruce Point issues a Strong Sell on iRhythm Technologies (NASDAQ: IRTC), arguing investors have become complacent about unresolved regulatory and governance risks. After a forensic review and a proprietary survey of 100 cardiologists, Spruce Point documents how multiple FDA Form 483s and a May 2023 Warning Letter exposed transmission-limit and patient-registration flaws in the Zio AT monitor, defects tied to at least two patient deaths, while recently unsealed court filings indicate the DOJ is investigating a management cover-up spanning more than a decade. The firm contends iRhythm's core technology is commoditized, the touted 27-million-patient asymptomatic market is a mirage given smartwatch substitutes and cardiologist skepticism, and CEO Quentin Blackford has repeatedly downplayed FDA findings while insiders sold roughly $190 million of stock since 2018. Applying testing-services multiples of 2x-4x 2026E revenue, Spruce Point derives a $43-$94 price target, implying 40%-70% downside from $160.58.", "primaryDemands": [ "Sell iRhythm shares (Strong Sell opinion) given unresolved FDA and DOJ regulatory overhang", "Recognize CEO Quentin Blackford as an unreliable messenger; regulatory failures should not be a 'survivable event' for him", "Re-rate iRhythm to a testing-services multiple (2x-4x 2026E revenue) rather than premium medical-device multiple", "Board should stop rewarding management with remediation-linked incentive compensation" ], "scqaResolution": "Sell IRTC: products are commoditized, the asymptomatic growth story is flawed, CEO Blackford's regulatory record should not be survivable, and the company should be valued like a testing-services firm rather than an innovative medical-device maker.", "thesisOneLiner": "Spruce Point argues iRhythm hid FDA-flagged Zio AT defects that killed patients and faces a DOJ cover-up probe; commoditized tech and an overstated asymptomatic market imply 40-70% downside.", "precedentsCited": [ "Spruce Point short campaign: Stryker (NYSE: SYK, 2022) — shares down 30% post-report", "Spruce Point short campaign: Heska (Nasdaq: HSKA, 2021) — acquired 48% below unaffected price", "Spruce Point short campaign: Progyny (Nasdaq: PGNY, 2023) — shares -54% in 2024", "Spruce Point short campaign: Procept BioRobotics (Nasdaq: PRCT, 2025) — shares -33% over three months", "Apple disrupting the hearing-aid market (analogy for smartwatches disrupting cardiac monitoring)", "NuVasive 2013 FDA warning letter and 2015 $13.5M DOJ settlement (Blackford was CFO)", "Dexcom playbook criticism (Spruce Point's March 2019 Dexcom short, where Blackford was COO/CFO)" ], "scqaComplication": "Multiple FDA Form 483s and a May 2023 Warning Letter revealed Zio AT transmission and registration defects linked to two patient deaths; recently unsealed filings suggest the DOJ is investigating a management 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(Nasdaq: IRTC) (\"iRhythm\" or the \"Company\"), including a proprietary survey of 100 practicing cardiologists, we have serious concerns about the safety and competitiveness of the Company’s products, the growth potential of the oft-touted asymptomatic market, looming business headwinds (particularly when coupled with the Company’s poor profitability), and, perhaps most of all, the credibility of its management team. We see troubling signs that iRhythm’s regulatory problems may yet worsen, as recently unsealed legal filings suggest the Department of Justice (DOJ) is investigating a cover-up by the Company’s management. We believe investors have cut iRhythm management too much slack and have failed to properly acknowledge the magnitude of the Company’s failures. U.S. Food and Drug Administration (FDA) evidence suggests iRhythm’s own analysis revealed multiple product deficiencies that threatened the lives of patients. Yet, by the time it was first called out by the FDA in 2022, at least three years had lapsed without the Company taking any action to address complaints or warn patients or cardiologists. During this period of inaction, depending on the issue referenced, iRhythm insiders cashed out of approximately $90 to $160 million of Company stock. Based on FDA evidence, we believe iRhythm violated several of the most basic regulatory processes meant to protect patient safety. Investors are acting as though the Company’s regulatory risks have been fully remediated and that new market opportunities will be realized, which have driven a 141% increase in its share price over the past year. 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The Company’s first product was the Zio XT (updated and renamed “Zio Monitor”), which is a wearable long-term cardiac monitor (LTCM) that records a patient’s electrocardiogram (ECG or EKG) data for up to 14 days. Following the prescribed wear period, the device is mailed to iRhythm, where it is analyzed by the Company’s Zio ECG Utilization Software (“ZEUS”) System and certified radiographic technicians (CCTs), who then send a final report to the cardiologist. The device is generally prescribed by a cardiologist after some sort of patient cardiac event, such as syncope (i.e., fainting) or palpitations. Traditionally, such data was gathered using a Holter monitor, which employed a bulky device with numerous leads/contact points and had a short 1 to 2 day wear period. The Zio XT was one of the first extended wear monitors and has captured a dominant (~70%) share of the market. However, due to the long lag time between prescription and cardiologist receipt of patient results (as long as a month or more), the Zio XT is only appropriate for less serious arrhythmias. In 2019, iRhythm launched the Zio AT, which added a wearable cellular gateway to transmit patient data to iRhythm’s ZEUS System. 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The Government has established substantial need for the Consultant Reports. The government has established that it has a substantial need for the Consultant Reports. In ISS Marine Srvcs, closely analogous to this matter factually, the court ruled that the respondent had to provide the audit reports to the Government because it needed not only the underlying facts contained within the audit, but what executives knew at the company and when they knew it. 905 F. Supp. 2d at 139. Similarly here, key to the Government's investigation is understanding what specifically iRhythm employees and officer knew about [REDACTED] when they knew it.", "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Screenshot", "slug": "screenshot", "status": "active", "canonId": "019de52c-fd87-7509-8391-3d79fb339379", "version": 1, "description": null }, "framework": null }, "subkind": "screenshot", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:24:47.564+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "39afc08e-a3d4-4abe-8ca2-a014215cea39", "parentComponentId": null }, { "bbox": null, "kind": "metric", "text": "nu", "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 01:18:10+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-64d2-7657-bbed-2b6b74d8b672", "parentComponentId": null }, { "bbox": { "h": 0.07, "w": 0.96, "x": 0.02, "y": 0.91 }, "kind": "paragraph", "text": "The fact that both sides continue to fight this court battle should be an ominous sign for investors. We believe the trail of evidence is highly unfavorable for iRhythm and that investors have become complacent regarding the associated risks.", "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 20:24:47.564+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "5e3cabc7-5a38-468e-95fa-3d26649e4321", "parentComponentId": null }, { "bbox": { "h": 0.37, "w": 0.96, "x": 0.02, "y": 0.17 }, "kind": "paragraph", "text": "programs, to communications with the FDA—spanning over a decade.” Subsequently, the government filed an enforcement action against the Company on July 1, 2024. Due to the sealing of documents and the need to watch videos of court proceedings, some of the legal posturing between iRhythm and the government have been harder to follow, which is why we believe investors may have lost sight of the significant risks entailed. We would make three key observations regarding the DOJ process: (1) the Company sought privilege on potentially damaging internal documents it produced in anticipation of a whistleblower lawsuit by a Senior Regulatory Affairs Specialist, (2) despite management's suggestions to the contrary, the DOJ and FDA remain engaged on the case, and (3) the court recently ruled against the Company on the long fought discovery issue (subsequently appealed), increasing the risks of an adverse ruling against the Company. iRhythm has repeatedly questioned the government's efforts to obtain the internal documents in question by stating the government already knows their contents. However, we believe this line of argument is undermined by their ongoing efforts (including a recent appeal) to avoid their disclosure, as the Company's arguments regarding privilege seems to have weak legal foundation in our layman's opinion. Most importantly, a recently unsealed government petition suggests that the government is investigating a cover-up by iRhythm management. That is, the government seeks to investigate “what executives knew at the company and when they knew it.”", "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 20:24:47.564+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "824aa38f-1a2c-4553-a0a4-86be438df66d", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.65, "x": 0.31, "y": 0.05 }, "kind": "title", "text": "Recently Unsealed Court Documents Suggest The DOJ Is Investigating A Cover-Up By iRhythm", "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 20:24:47.564+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "061559ba-121e-4386-b7b6-06d1a65a00ee", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.96, "x": 0.02, "y": 0.55 }, "kind": "title", "text": "Excerpt From Government Petition For Enforcement Of Administrative Subpoena (Case 3:24-cv-03967-AMO document 63-15 filed 6/13/25)", "attrs": null, "canon": { "kind": { "name": "Title", 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The excerpt below from its motion to seal suggests disclosures related to its regulatory compliance issues could harm its business, which should concern investors.", "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 20:24:46.927+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "b6213cc7-c07a-443d-ac84-42d608b0ab80", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.98, "x": 0.01, "y": 0.25 }, "kind": "paragraph", "text": "Excerpt From Joint Administrative Motion to Seal the May 30, 2025 Order (Case 3:24-cv-03967-AMO document 61 filed 6/13/25)", "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 20:24:46.927+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "7950e435-2657-49af-a96a-7ff49f5724f9", "parentComponentId": null }, { "bbox": { "h": 0.26, "w": 0.76, "x": 0.12, "y": 0.32 }, "kind": "table", "text": "Specifically, iRhythm requests that the Court seal the identified portions of the Court’s Order that relate to iRhythm’s confidential regulatory and compliance details... 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We see numerous growth headwinds facing iRhythm. Q1 disclosure suggested that, absent referral activity from PCPs, YoY revenue growth was modest at best, and iRhythm failed to disclose the information needed to update this analysis. With increases in “non-contracted” revenue, contractual adjustments, and accounts receivable write-offs, we observe a marked decline in iRhythm’s reported revenue quality. We also believe it is possible that revenue has benefitted from inflated reimbursement", "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 20:24:47.405+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "813837cd-de65-4cf2-b80f-862e6d8aa53c", "parentComponentId": null }, { "bbox": { "h": 0.55, "w": 0.96, "x": 0.02, "y": 0.22 }, "kind": "paragraph", "text": "We believe the current market served by iRhythm products is quite small, between 4.5 to 6.5 million patients a year. Already having ~70% market share with its Zio XT/Monitor, iRhythm has had to find a new leg of growth to support its hefty valuation. The Company settled on the opportunity to have primary care physicians (PCPs) proactively prescribe monitors for asymptomatic patients, suggesting there is widespread support because (1) such pre-emptive monitoring can avoid more costly future medical interventions, and (2) doing so can relieve the burden on cardiologists. Of course, the Company excitedly pitches that the asymptomatic market could expand its addressable market by 27 million patients annually. Our research finds that such testing has not been adopted as a standard of care by any credible organization. Moreover, we found that cardiologists are not supportive of asymptomatic testing because they believe PCPs are not qualified to interpret the data. This highlights what we believe is a major disconnect in iRhythm’s strategy. In stark contrast to iRhythm’s claim of “99% physician agreement” with their final reports, our cardiologist survey found materially more frequent disagreements with final reports and a widespread distrust of supplier reports due to the errors made by supplier CCTs (error incidence that is supported by the FDA's findings). In addition, many of the cardiologists we surveyed also believe testing asymptomatic patients will inevitably result in over-testing while doing little to improve outcomes. Moreover, while iRhythm likes to point to the widespread prevalence of arrhythmias, we found that cardiologists believe monitoring is only justifiable when the patient diagnosis involves certain types of strokes, suggesting a much more limited patient population. We also question the ROI on asymptomatic monitoring, as most tests need to be repeated (in part due to PCP errors) and because of short patient coverage duration for a given insurer (making proactive intervention less economical). Insofar as a meaningful asymptomatic market develops, we believe it will be dominated by near-ubiquitous consumer devices. Apple and Samsung smartwatches have the ability to test for arrhythmias with near-comparable sensitivity and specificity at practically zero cost to insurers. We have seen this movie before. Apple is poised to disrupt the hearing aid market with its earbuds, and we expect the same here.", "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 20:24:47.405+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "d7d8e91e-40c8-4955-b6d4-6e70e6ce2edd", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.65, "x": 0.31, "y": 0.05 }, "kind": "title", "text": "We Believe iRhythm’s Strategy Of Targeting Asymptomatic Patients Is Flawed", 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iRhythm Senior Management is Credible: The FDA Actions Should Not be a Survivable Event", "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 23:05:31+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-0395-748f-9565-ab118bdc86a4", "parentComponentId": null }, { "bbox": { "h": 0.4, "w": 0.96, "x": 0.02, "y": 0.58 }, "kind": "paragraph", "text": "We believe the FDA findings are damning and that this should not be a survivable event, even if they are eventually fully remediated. The record shows a massive failure of action to address and properly report serious product safety issues. We believe management has not only violated investor trust, but the evidence presented by the FDA suggests they have also violated the Company's own Code of Conduct. We believe CEO Blackford has a particularly poor track record of forthright disclosure. Management's track record is all the more troubling when viewed in the context of their involvement with other troubled companies. We were concerned to find that nearly every company with which CEO Blackford has been associated has faced scrutiny for questionable practices. And where has the iRhythm Board been? They have adjusted executive incentive compensation to reward management for remediating the troubles they oversaw (effectively compensating them for not endangering patient safety and operating within standard regulatory guidelines) and, curiously, overseen the significant watering down of the Company's Code of Conduct. The Company's executive suite has been a revolving door for years, and we uncovered employee discontent with the actions taken by the \"Dexcom crew\". The iRhythm Board has also undergone near-complete turnover since coming public, and we are particularly troubled by the recent departure of two longtime directors and their replacement with former industry executives with questionable track records. Importantly, we note that iRhythm insiders have only a small stake in the Company (or exposure to its risks), as stock sales since the receipt of the first FDA Form 483 have totaled about half of current common ownership.", "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 20:24:47.821+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "cad84907-dbbb-489a-83e1-dbccddd7d47e", "parentComponentId": null }, { "bbox": { "h": 0.38, "w": 0.96, "x": 0.02, "y": 0.17 }, "kind": "paragraph", "text": "related to its CCT operations. Reimbursement issues have historically been a negative catalyst for iRhythm shares, and we see risks of continued reimbursement decreases for the Zio AT (or any future MCT product) due to decreasing service delivery costs and alternative solution costs. Importantly, most of iRhythm's recent Q2 outperformance versus expectations came from its core LTCM market, where its high market share limits continued gains, rather than oft-cited new market opportunities. Investors may have missed it, but iRhythm disclosed on its Q2 earnings call that the MCT market opportunity is smaller than assumed. iRhythm has also pitched a massive international opportunity, yet we find that growth in the UK (its largest ex-U.S. market) has been modest, and a recent reimbursement ruling in Japan was a disappointment that we believe management should have foreseen. Given historic preference for traditional Holter monitors and a lack of reimbursement, we question both the topline growth potential and profit prospects for international markets. Our analysis highlights real risks to the Company meeting 2027E revenue expectations. These headwinds are particularly concerning, as we believe the Company has a structurally unattractive margin model. We believe investors also should be concerned that the Company's regulatory issues have been accompanied by a material decrease in business and financial transparency, we believe a harbinger for future financial disappointments.", "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 20:24:47.821+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "d6982e26-d5cd-4667-aeab-328a9b437f80", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 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"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 20:24:47.472+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "994938bd-27e8-4707-9e14-673f610d221d", "parentComponentId": null }, { "bbox": { "h": 0.31, "w": 0.96, "x": 0.02, "y": 0.22 }, "kind": "paragraph", "text": "Despite allegedly endangering patients and the specter of legal liability, iRhythm shares have rallied to near a two-year high. Even Wall Street analysts, who we believe are largely ignoring both the regulatory risks and looming growth headwinds, are having a hard time justifying iRhythm’s inflated stock price. Despite all but one of the 13 analysts having a “Buy” rating on iRhythm shares, the average price target represents just 11% upside from current. We view iRhythm as a low-margin supplier of a largely commoditized product, yet the Company is currently trading at an approximate 100% premium to other medical device companies. Arguably, iRhythm is actually a services company, a position clearly endorsed by one of the Company’s former CFOs. This is problematic for the stock, since the Company is trading at an approximate 200% premium to medical testing services companies, which we believe more closely approximate iRhythm’s CCT operations and thus represent credible comparable companies. 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They could actually get a consent decree, and FDA could walk in and shut them down...it is apparent that it’s systemic... ...to be honest, this would really scare me because they’re on the radar of the DOJ. They’ve kind of upset them...They’ve got a mess on their hands...I would truly run away. 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They could actually get a consent decree, and FDA could walk in and shut them down...it is apparent that it’s systemic...\" \"...to be honest, this would really scare me because they're on the radar of the DOJ. They've kind of upset them...They've got a mess on their hands...I would truly run away. 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FDA finds incomplete patient registration can lead to failure to capture patient data... FDA finds that neither issue was properly communicated to patients or physicians", "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 20:24:48.931+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "f85bd1d7-e253-4157-b006-34bc5ace2117", "parentComponentId": null }, { "bbox": { "h": 0.11, "w": 0.96, "x": 0.02, "y": 0.17 }, "kind": "paragraph", "text": "In both its August 2022 Form 483 and May 2023 Warning Letter, the FDA observed two potentially fatal flaws in iRhythm’s Zio AT product and how it is managed: (1) that the device had a maximum event transmission limit after which it ceased transmitting any data to its ZEUS System, and (2) that if the patient registration was incomplete the product would not transmit data as intended. Both of these problems could prevent timely physician notification of potentially life-threatening cardiac events.", "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 20:24:48.931+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "bd059899-e726-4b91-9c6b-8ac5d189f273", "parentComponentId": null }, { "bbox": null, "kind": "quote", "text": "As a [redacted], your firm implemented a transmission limit on how many times the Zio AT System transmits data. As a result, the device is only able to transmit 100 patient-triggered and 500 automatically detected arrhythmia events. Once the transmission limit is reached, the patient's data stops being transmitted for review/reporting. Thus, when the transmission limit is hit, the device can no longer be used for its intended purpose of transmitting patient ECG for reporting. 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FDA finds that iRhythm failed to report the transmission limitation as a malfunction as required by law.", "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 20:24:49.425+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "923f8f0c-9ad4-473b-86f6-62a3224b5f82", "parentComponentId": null }, { "bbox": { "h": 0.14, "w": 0.96, "x": 0.02, "y": 0.17 }, "kind": "paragraph", "text": "The Zio AT came to market under a 510(k) premarket notification application, a simplified clearance process, as the Company claimed it was substantially equivalent to the existing Zio XT device. 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Records reviewed during our inspection indicate that your firm has been aware of customer complaints related to this issue since at least 2019. Specifically, our inspection found a significant number of complaints regarding this issue, which revealed two deaths as well as significant arrythmias that were not reported to physicians. — FDA Warning Letter", "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": "2026-04-22 23:05:31+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-0395-748f-9565-81455c976c45", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.3, "x": 0.02, "y": 0.96 }, "kind": "source-note", "text": "Source: FDA Warning Letter dated 5/25/23 (CMS# 643474)", "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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{ "bbox": null, "kind": "callout", "text": "The issues cited represent serious and harmful corporate practices in service of continuing to sell a troubled product.", "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 23:05:31+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-0395-748f-9565-645efc37296a", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.96, "x": 0.02, "y": 0.59 }, "kind": "paragraph", "text": "\"These failures of the Zio AT had serious consequences. Troublingly, FE 3 stated that technicians could see patients dying while wearing the Zio AT monitor. FE 3 stated that many patients should not have been wearing the Zio AT device and should have been monitored live instead. FE 3 wanted to look at critical and end-of-life arrhythmias first in the queue, but there was no way to prioritize review of those arrhythmia events. FE 3 stated that the technicians were always concerned about the additional \"lag time\" that it took to work through the queue and analyze arrhythmia events. It was a constant discussion among the technicians, but these concerns were never addressed during FE 3's tenure. At the same time, in stark contrast to the Company's statements throughout the Class Period, FE 3's managers consistently told technicians that the Zio AT was 'not an emergency service' and that they were not here for 'the critical arrhythmias.'\"", "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 20:24:50.699+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "17daedd8-64dd-4fb8-89f5-a85a3201e9d1", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.96, "x": 0.02, "y": 0.85 }, "kind": "paragraph", "text": "\"One former sales employee stated that he was \"completely unaware\" of these problems with the Zio AT, adding 'I would have stopped trying to sell the Zio AT as an MCT if I knew it could harm patients.' A then-current sales employee told The Capitol Forum, 'Here's the deal. We were never told it was not an MCT. We were never told to not call it an MCT, and we are 100% still selling it as an MCT.'\"", "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 20:24:50.699+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "97b298d6-2fad-4e9e-b832-2c1c3f7ab579", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.96, "x": 0.02, "y": 0.33 }, "kind": "paragraph", "text": "\"...further unknown to physicians and patients, the Zio AT failed to consistently provide \"near real-time\" notifications because it regularly had a \"lag time\" of around four hours or more. FE 3—a former iRhythm Zio AT technician from before the Class Period through November 2022—explained that because of this lag time, the Zio AT was not live and did not notify physicians of arrhythmias right away. According to FE 3, it took four hours for any arrhythmia events transmitted from the Zio AT to show up in a \"queue\" for technicians' review. Then, the technicians had to work their way down this queue to analyze the events one by one, which added on additional \"lag time\" to the four hours it took just for events to make it into the queue. Worse, on weekends and overnight, the queue built up even more because there were not as many technicians during those shifts.\"", "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 20:24:50.699+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "b7672958-1a9c-462d-bc60-a9cf4d397560", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.96, "x": 0.02, "y": 0.17 }, "kind": "paragraph", "text": "Subsequent to iRhythm's receipt of the Form 483s in 2024, Capitol Forum revealed additional concerns regarding the Zio AT that suggested the issues at iRhythm were even more widespread and systemic. The issues cited represent serious and harmful corporate practices in service of continuing to sell a troubled product.", "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 20:24:50.699+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c9e7e865-cfb9-419a-a8d0-5b5c83b5404b", "parentComponentId": null }, { "bbox": null, "kind": "quote", "text": "“...further unknown to physicians and patients, the Zio AT failed to consistently provide ‘near real-time’ notifications because it regularly had a ‘lag time’ of around four hours or more. FE 3—a former iRhythm Zio AT technician from before the Class Period through November 2022—explained that because of this lag time, the Zio AT was not live and did not notify physicians of arrhythmias right away.” — Glazing v iRhythm Second Amended Complaint", "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": "2026-04-22 23:05:31+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-0395-748f-9565-6b477ac9aba4", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.35, "x": 0.02, "y": 0.97 }, "kind": "source-note", "text": "Source: Case 3:24-cv-00706-JSC Document 43 Filed 10/11/24", "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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the result is significant technical debt (in my opinion) in the core products while trying to scale.", "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 23:05:34+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-0395-748f-9567-0340d6c6f265", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.96, "x": 0.02, "y": 0.17 }, "kind": "paragraph", "text": "We found the Glassdoor review commentary submitted by an Engineering Lead to be particularly insightful and damning, as it seems to provide perspective on how the engineering and management culture at iRhythm could allow its variety of product-related issues to fester.", "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 20:24:48.807+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "9add95df-d833-402d-b3d7-0fe192c6b16f", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.73, "x": 0.25, "y": 0.35 }, "kind": "quote", "text": "Cons: -Opaque and seniority-based decision making processes -Poor engineering/technical/management practices -Uninspiring product pipeline -No internal experts/expertise -Little to No Technical Development", "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": "Testimonial", "slug": "testimonial", "status": "active", "canonId": "019de52c-fc21-71b6-9ac3-8266a64945e8", "version": 1, "description": null }, "framework": null }, "subkind": "testimonial", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:24:48.807+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "43464dde-8fd3-45c6-83bf-debf18de2f0a", "parentComponentId": null }, { "bbox": { "h": 0.18, "w": 0.73, "x": 0.25, "y": 0.51 }, "kind": "quote", "text": "iRhythm has always been cruising on that initial business case while trying to figure out the hardware to support it. Unfortunately, startup management grew the team based on social fit and communication skills - even preventing managers from performing technical evaluations of candidates. As a result, much of the Director level and under \"organic\" middle-management is technically under-skilled, and, for the most part, has spent most of their career at iRhythm.", "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": "Testimonial", "slug": "testimonial", "status": "active", "canonId": "019de52c-fc21-71b6-9ac3-8266a64945e8", "version": 1, "description": null }, "framework": null }, "subkind": "testimonial", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:24:48.807+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "56006164-4684-48d3-9216-d1d3a7bb849f", "parentComponentId": null }, { "bbox": { "h": 0.18, "w": 0.73, "x": 0.25, "y": 0.7 }, "kind": "quote", "text": "There are very few technical challenges at iRhythm, but many procedural and political ones. Decision making is terrible. Inconvenient truths are hidden under Directors and hand-waved away to be fixed later - the result is significant technical debt (in my opinion) in the core products while trying to scale. 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[ { "bbox": { "h": 0.06, "w": 0.96, "x": 0.02, "y": 0.29 }, "kind": "callout", "text": "The Oft-Referenced CAMELOT Study Needs to be Qualified: Excerpts From the Aetna Clinical Policy Bulletin on Cardiac Event Monitors", "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 20:24:49.893+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c6627420-4a9d-4246-a0c9-517f1a72888b", "parentComponentId": null }, { "bbox": null, "kind": "callout", "text": "The authors stated that these findings had several drawbacks.", "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 23:05:33+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-0395-748f-9566-9cbb76516f15", "parentComponentId": null }, { "bbox": { "h": 0.11, "w": 0.96, "x": 0.02, "y": 0.17 }, "kind": "paragraph", "text": "iRhythm frequently references research, much of which it has 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The 2024 CAMELOT study, in particular, is heavily touted. However, we believe the objective review of that study contained in the Aetna Clinical Policy Bulletin on Cardiac Event Monitors contains important qualifications and highlights some of the limitations of that study that investors should understand.", "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 20:24:49.893+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "7a9859be-aa0f-4d41-8f56-bc02df470d6c", "parentComponentId": null }, { "bbox": { "h": 0.55, "w": 0.96, "x": 0.02, "y": 0.36 }, "kind": "paragraph", "text": "The authors stated that these findings had several drawbacks. First, the findings were observational and retrospective. This study was carried out in a sample of Medicare beneficiaries; results may not be generalizable to other populations, such as patients who are uninsured, enrolled in commercial or Medicare Advantage healthcare plans, or are aged less than 65 years. Second, the choice of ACM was decidedly not random and likely influenced by a number of patient, provider, and system factors, any of which could have served as confounders in this analysis. Although these investigators tried to account for clustering using hospital referral regions (HRRs) cross-walked from the patient's ZIP code, they did not have institutional identifiers to account for differences at the institutional level within the HRR. These researchers were unable to adjust for the duration of monitoring, as the actual wear time for monitors was not available in the claims beyond the minimum duration needed to meet the CPT code reimbursement criteria. Third, inherent limitations exist in the use of claims data. Identification of conditions was based on diagnosis codes which requires that they were actually coded. A recorded diagnosis code does not confirm the presence of disease, given that diagnosis codes may be recorded improperly or as a rule-out criterion. However, the authors would not expect disease coding or ascertainment to systematically differ across device types. Fourth, these researchers set the analytic start date using claims with CPT codes in part to facilitate the identification of device manufacturer with National Provider Identifier (NPI). The potential time-to-event bias was mitigated by examining only odds of encounter diagnosis yield and ACM re-testing through the 90- and 180-day post-index periods, respectively, rather than a time-to-event analysis. Due to different billing models, it was possible that some brand specific devices could be mis-classified as “LTCM other”, although this was expected to be far less common in Medicare or other fee-for-service claims than in a managed care population. Fifth, although a difference-in-difference analysis could identify relative differences in utilization and cost trajectories, which was the objective of this analysis, the healthcare resource utilization (HCRU) and cost outcomes were unadjusted. Sixth, this study was not designed to examine the mechanism (mediator or moderator) of outcomes. For example, the authors did not examine non-ACM testing (e.g., electrocardiogram, cardiac imaging, stress test) on diagnostic yield, ACM retesting, or utilization. This area is ripe for further investigations.", "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 20:24:49.893+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "a53e17b9-0f55-4943-be0f-5bb0e5b000c2", "parentComponentId": null }, { "bbox": null, "kind": "quote", "text": "The authors stated that these findings had several drawbacks. First, the findings were observational and retrospective. Second, the choice of ACM was decidedly not random and likely influenced by a number of patient, provider, and system factors. Third, inherent limitations exist in the use of claims data. Fourth, these researchers set the analytic start date using claims with CPT codes in part to facilitate the identification of device manufacturer with National Provider Identifier (NPI). Fifth, although a difference-in-difference analysis could identify relative differences in utilization and cost trajectories, which was the objective of this analysis, the healthcare resource utilization (HCRU) and cost outcomes were unadjusted. Sixth, this study was not designed to examine the mechanism (mediator or regulator) of outcomes. — Aetna Clinical Policy Bulletin on Cardiac Event Monitors", "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": "2026-04-22 23:05:33+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-0395-748f-9566-a0971c927b67", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.65, "x": 0.02, "y": 0.96 }, "kind": "source-note", "text": "Red text for Spruce Point emphasis. 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You invested millions of dollars in generating [peer-reviewed articles]... 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"confidence": null, "extraction": { "at": "2026-04-22 23:05:34+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-0395-748f-9567-773f3a95e904", "parentComponentId": null }, { "bbox": { "h": 0.18, "w": 0.96, "x": 0.02, "y": 0.17 }, "kind": "paragraph", "text": "As we show later, iRhythm management has a history of contradictory statements regarding the competitiveness of the Zio AT. Regardless, given the issues identified by the FDA and the hope for market share gain, investors have focused their attention on the coming 510(k) for iRhythm’s new MCT device, which the Company expects to submit in Q3 2025. However, after reviewing management’s statements, it isn’t clear what all the hype is about. Consistent with our view that these products are commoditized and employ minimal “hard” technology, the new MCT product will have a smaller form factor, improve maximum wear period from 14 to 21 days, and still have the transmission limit issue. What about accuracy?", "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 20:24:50.214+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "5e4bacaf-40a1-4729-ab68-72938542f557", "parentComponentId": null }, { "bbox": null, "kind": "quote", "text": "\"Where we've fallen short was on MCT, right, with the Zio AT product. 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For example, when conducting HHE-[redacted], it appears your firm failed to properly calculate the probability of occurrence of the potential safety issue. Your miscalculation underestimated the likelihood of someone being injured... This miscalculation is significant because this HHE procedure is used to assess whether or not you will initiate field action.\"", "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": null, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-17 03:29:07.207+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "a600a88c-6e05-4521-9b39-04188e5c2e18", "parentComponentId": null }, { "bbox": null, "kind": "quote", "text": "We reviewed your firm's response and concluded that it is not adequate. Your response states that your firm's process about when to escalate a CAPA to an HHE [health hazard evaluation] was not clear. As such, CAPA procedural updates were made, and training was performed. Specifically, you updated your CAPA to include the statement, \"The issue will be assessed... [in accordance with the Health Hazard Evaluation Procedure], to determine if the criteria for an HHE has been met, and whether field action is required.\" Your firm also conducted an HHE for the Activation Time Mismatch error, as required by your CAPA procedures. In addition, your firm conducted several other HHEs. It is important that the HHE be performed in accordance with your firm's Risk Management SOP (00010) because the outcome of the HHE is used to determine some of your firm's corrective and/or preventative actions. However, based on FDA's own calculations, these HHEs do not appear to be conducted in accordance with your Risk Management SOP (SOP0010). For example, when conducting HHE-[redacted], it appears your firm failed to properly calculate the probability of occurrence of the potential safety issue. Your miscalculation underestimated the likelihood of someone being injured. According to your updated CAPA procedure, the difference in the occurrence rating for HHE-[redacted] would have required an update to your risk documentation and the HHE shows that this was not selected. Further, when conducting HHE-[redacted], your firm failed to apply the Health Risk Table in your Risk Management SOP (SOP0010). 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Thanks to recent innovations in automated ECG analysis algorithm technology, providers can now bring long-term ECG patch data analysis and draft reporting entirely in-house, streamlining the process and reducing overall time to patient diagnosis. ‘Insourcing’ rather than outsourcing ECG services can also reduce operational costs and maximize reimbursement for providers.” — Diagnostic and Interventional Cardiology (DAIC) Blog", "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": 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They're doing the interpretation, the reading right there in clinic... I think that's probably 20% or so of the entire MCT market...", "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": "Testimonial", "slug": "testimonial", "status": "active", "canonId": "019de52c-fc21-71b6-9ac3-8266a64945e8", "version": 1, "description": null }, "framework": null }, "subkind": "testimonial", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-17 03:29:07.949+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "f8e8fe1f-f93d-4a64-91a6-daabd1712a63", "parentComponentId": null }, { "bbox": null, "kind": "quote", "text": "But I also think as we learn more about the AT -- or sorry, the MCT market, there's probably 2 markets within MCT. There's what we call sort of the buy and build market where customer accounts are buying the device directly from competitor of ours. They put it in their clinic. They're doing the interpretation, the reading right there in clinic, downloading the data. We don't offer that sort of business model. And Zio MCT is something that we're going to have to continue to evaluate how we address that segment of the market. I think that's probably 20% or so of the entire MCT market that we're still probably going to have to think through the right product market fit for how we get after that segment of the market. 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Despite touting this application as a potential long-term growth opportunity, other companies seem to have already beaten the Company to the punch. 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Results: SANSA's sensitivity and specificity to detect obstructive sleep apnea ranged from 91-97% and 78-97%.", "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 20:24:50.834+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "bbff7f41-cf01-4533-bd4e-ddea1d2fff97", "parentComponentId": null }, { "bbox": null, "kind": "quote", "text": "SANSA's initial FDA clearance in 2024 validated accuracy against gold-standard polysomnography in a 340-patient clinical trial conducted at seven institutions. — Huxley Medical", "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 01:18:10+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-64d2-7657-bbed-6c053103ca8e", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.4, "x": 0.02, "y": 0.91 }, "kind": "source-note", "text": "Source: Huxley Medical press release, Journal of Clinical Sleep Medicine, Vivalink", "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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Doing so would inevitably increase its costs, damaging a key selling point. 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The FDA detailed the ways that iRhythm sought to conceal these complaints and their implications for patient safety.", "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 20:24:51.641+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "193a8d8c-e349-4d6f-b596-4f4acb75f94a", "parentComponentId": null }, { "bbox": null, "kind": "quote", "text": "“...your firm received approximately 4,014 complaints related to your Certified Cardiographic Technician (CCT) personnel operations from 05/02/2022 to 07/19/2024, including issues/ events related to CCT personnel misreading arrhythmia data and providing such misclassified data to end users for diagnosis purposes.” — FDA Form 483 dated 7/31/24 (San Francisco); “You also have not initiated any corrective and preventive actions to investigate the cause or identify the action(s) needed to correct and prevent recurrence of this quality problem...You have not evaluated the risk associated with your Certified Cardiographic Technician (CCT) personnel operations to ensure that your Zio AT, Zio XT, Zio Monitor, and Zeus System Software medical devices conform to defined user needs and intended uses.” — FDA Form 483 dated 7/31/24 (San Francisco); “you routinely do not report required information after becoming aware of events that allege your Zio AT, Zio XT, Zio Monitor, and Zeus System Software medical devices have malfunctioned and would be likely to cause or contribute to a death or serious injury, if the malfunction were to recur.” — FDA Form 483 dated 7/31/24 (San Francisco)", "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": "2026-04-22 23:05:34+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-0395-748f-9567-9471f3643add", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.25, "x": 0.02, "y": 0.96 }, "kind": "source-note", "text": "Source: FDA Form 483 dated 7/31/24 (San Francisco)", "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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Capitol Forum revealed that former employees of iRhythm accused the Company of directing them to delete patient data from its final reports that was not transmitted (and thus subject to physician notification) during the wear period.", "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 23:05:34+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": 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The report stated, ‘Both former iRhythm CCTs said that they were often countermanded by iRhythm when they identified cardiac events that would [have] been classified as arrhythmias at other companies and tried to include them in final reports.’ These final reports were issued to doctors once the patient’s wear period had ended. One of the CCTs observed that “we were told that it is ‘important that the final report match what the patient experienced during wear time.’” Thus, if the CCT found “a life-threatening arrhythmia while doing the final report, and said lifethreatening arrhythmia was not found during the wear time . . . I do not mention the life threatening arrhythmia I found on the final report the doctor sees.”", "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 20:24:53.048+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "3d5badbe-89df-4938-95ff-c2f6a0705e8b", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.96, "x": 0.02, "y": 0.62 }, "kind": "paragraph", "text": "According to FE 3, the Company wanted to show doctors very “clean” reports instead of “ugly” reports because the Company wanted to maintain the appearance that the Zio AT gave perfect data every time. When a report was “ugly,” technicians were sometimes instructed to “artifact” the data in question—which resulted in deletion of the data, and it would never be seen by the patient’s physician in the final report. Whenever FE 3 asked about a questionable arrhythmia, FE 3 was told not to “post” it for the physician’s review. 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We would include it in the final report only for QA leadership to downplay it and say, “That is not complete heart block. 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The FDA clearly identified life-threatening issues with iRhythm's post-wear results analysis, that CCTs were misreading arrhythmia data. However, because iRhythm did not view these activities as part of its “product”, Blackford characterized the Form 483 as not related to product safety. Blackford failed to communicate that the FDA clearly viewed the issues it identified as related to product safety. Viewed another way, iRhythm effectively ignored 4,000 complaints that, among other things, called into question the accuracy of the data it was providing to physicians. Blackford has repeatedly stated or implied that the FDA is trying to “figure out” how it wants to regulate products in the MCT market. The FDA seems to know exactly how it wants to regulate them: the way that best ensures patient safety. That just happens to be inconsistent with the way iRhythm was apparently managing its business. 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We believe the implications for iRhythm’s historical compliance are huge.", "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 20:24:52.986+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "674da67f-c4ec-4904-ad67-01ee706d0faa", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.73, "x": 0.25, "y": 0.35 }, "kind": "quote", "text": "…I think the fundamental issue sort of comes down to whether the IDTF, the CCTs, if you will, the clinical technicians, are they part of the product or are they not? And I think from the beginning of time, we view those as separate items. And I think the FDA has a bit of a different perspective right now that we're working through. But when you start to think about those 2 things differently, meaning ourselves versus how the FDA may be looking at it, you start to land in different places, when it comes to complaint handling or reporting or process controls and how you document those controls or how you go about your statistical techniques. I think it's important to note, like, there is no conversations in here with the FDA in the course of these inspections around the overall safety or efficacy of our product.", "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 20:24:52.986+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "99a2abb0-5a58-42c5-ab7b-fcab01bf4d9d", "parentComponentId": null }, { "bbox": null, "kind": "quote", "text": "“...I think the fundamental issue sort of comes down to whether the IDTF, the CCTs, if you will, the clinical technicians, are they part of the product or are they not? 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0.09, "w": 0.96, "x": 0.02, "y": 0.17 }, "kind": "paragraph", "text": "We believe iRhythm’s position that patient data analysis is NOT part of its “product” is difficult to justify and irresponsible. Patient data analysis and provision of a final report to physicians has always been characterized as part of the iRhythm “solution”. Moreover, iRhythm’s revenue recognition disclosure clearly states that delivery of the final report is the “final step” in its Zio Services and is the point at which the Company bills its customers.", "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 20:24:52.355+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "11c2f8c6-d75c-4df9-92eb-276360a5d830", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.96, "x": 0.02, "y": 0.76 }, "kind": "paragraph", "text": "The Zio Monitor System is a prescription-only, remote ECG monitoring system that consists of the Zio Monitor patch that records the electric signal from the heart continuously for up to 14 days and the ZEUS System, which supports the capture and analysis of ECG data recorded by the Zio Monitor patch at the end of the wear period, including specific arrhythmia events detected by the ZEUS algorithm. 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Disclosing the Use of Techindia Infoway", "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 20:24:55.258+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "64171d96-de6c-499c-92c7-41167379a144", "parentComponentId": null }, { "bbox": { "h": 0.06, "w": 0.96, "x": 0.02, "y": 0.54 }, "kind": "callout", "text": "Department of Justice Press Release Related to BioTelemetry False Claims Act Settlement Dated 12/20/22 and Excerpt From Settlement Agreement", "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 20:24:55.258+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "bdef4004-ca6e-4342-a879-a48b99feedb7", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.5, "x": 0.25, "y": 0.61 }, "kind": "paragraph", "text": "Cardiac Monitoring Companies to Pay More than $44.8 Million to Resolve False Claims Act Liability Relating to Services Performed by Offshore Technicians", "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 20:24:55.258+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "193244d2-cc6a-487e-8db1-49a1a6ea4ef7", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.96, "x": 0.02, "y": 0.17 }, "kind": "paragraph", "text": "In the Company's 2024 10-K, iRhythm states that after the patient wear period \"each report is then validated by qualified technicians\" and that its \"technicians also notify physicians of potential urgent arrhythmias according to the ordering physician's specified notification criteria.\" However, one vendor iRhythm has used for these services, Techindia Infoway, was found to misrepresent the qualifications of nearly all its \"cardiac technicians\". Thus, we believe it is possible that iRhythm patient data was also interpreted by unqualified personnel. It remains unclear if iRhythm also billed Medicare and other federal healthcare programs for cardiac monitoring services performed overseas in violation of federal law that prohibits payment for services furnished outside the United States, yet the Company has clearly demonstrated it viewed these operations as not subject to the full weight of regulatory oversight governing the product portion of its offering.", "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 20:24:55.258+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "68d9b095-76ef-4f62-bbaa-a90d76633a30", "parentComponentId": null }, { "bbox": { "h": 0.06, "w": 0.96, "x": 0.02, "y": 0.46 }, "kind": "paragraph", "text": "\"Beginning in the third quarter of 2022, we engaged Sutherland Healthcare Solutions, Inc. and Techindia Infoway Private Limited to support certain customer care and clinical operations of our IDTFs.\"", "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 20:24:55.258+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "9ca49573-7cf5-4546-afa7-7da8a91f8fb8", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.96, "x": 0.02, "y": 0.77 }, "kind": "paragraph", "text": "\"Although Cardionet's contract with Techindia required Techindia to use technicians who were appropriately certified, Defendants did not audit or otherwise confirm compliance with that provision of the Techindia contract until at least 2017. In fact, of the over 450 Techindia technicians who reviewed Medicare patients' ECG Data in connection with MCT services CardioNet billed to Medicare during the 2013 to 2018 period, less than 3% were certified by Cardiovascular Credentialing International (\"CCI\"), the only recognized credentialing body for such cardiovascular technicians. BioTelemetry's CHC contract did not even require CHC's technicians to be certified prior to beginning work...\"", "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 20:24:55.258+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "df156a98-8271-4735-9861-b11429318fc6", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.6, "x": 0.02, "y": 0.97 }, "kind": "source-note", "text": "Source: iRhythm 2024 10-K, Department of Justice press release dated 12/20/22 and accompanying settlement agreement", "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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We note that a current iRhythm job posting for a CCT role in the Philippines only requires the candidate to be able to achieve certification within 120 days of hire. 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element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-22 23:05:40+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-0395-748f-956b-4b83ccf52089", "parentComponentId": null }, { "bbox": { "h": 0.18, "w": 0.96, "x": 0.02, "y": 0.17 }, "kind": "paragraph", "text": "As noted, healthcare practitioners clearly question the value of testing asymptomatic patients. However, iRhythm continues to pitch this market opportunity. In fact, on its recent Q2 2025 earnings call, CEO Blackford went so far as to suggest asymptomatic patients should be tested annually. We believe this is a blatant attempt to suggest an even higher unit sales opportunity and irresponsible, as (1) it is not yet the standard of care to test asymptomatic patients in the first place, and (2) it is not even consistent with the standard of care for symptomatic patients, for whom repeat testing is typically prescribed only after cardiac medical procedures, changes in therapy, or the occurrence of new or recurrent symptoms.", "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 20:24:55.247+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "ef3186ee-7c69-4273-b1d2-b110fde67ffa", "parentComponentId": null }, { "bbox": { "h": 0.22, "w": 0.73, "x": 0.25, "y": 0.4 }, "kind": "quote", "text": "I think one of the things that's really encouraging to us as we continue to get closer to these partners of ours is just learning about their prescribing patterns. I think what we're learning is most of these folks expect this to be a repeat monitoring sort of opportunity into the future where whether they're retesting every single year, their patient population to try to stay ahead of the asymptomatic population that is just completely unaware and avoid those catastrophic downstream events or they're signing up new patients who are coming in all the time. There's going to be a continuous repeat sort of prescribing pattern with these innovative channel partners that excites us.", "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": "Testimonial", "slug": "testimonial", "status": "active", "canonId": "019de52c-fc21-71b6-9ac3-8266a64945e8", "version": 1, "description": null }, "framework": null }, "subkind": "testimonial", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:24:55.247+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "1f8bb5d1-5773-40c6-8cad-09b0b450bd3e", "parentComponentId": null }, { "bbox": null, "kind": "quote", "text": "\"I think one of the things that's really encouraging to us as we continue to get closer to these partners of ours is just learning about their prescribing patterns. I think what we're learning is most of these folks expect this to be a repeat monitoring sort of opportunity into the future where whether they're retesting every single year, their patient population to try to stay ahead of the asymptomatic population that is just completely unaware and avoid those catastrophic downstream events or they're signing up new patients who are coming in all the time. 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In fact, smartphone-paired devices offer the real-time monitoring capability only available from the more expensive Zio AT. 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A recent meta-analysis found that smartphones detected atrial fibrillation with a sensitivity of 94% and a specificity of 96%, and there was no difference in atrial fibrillation detection between devices that use PPG and single-lead ECG.", "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 20:24:55.849+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c6e3a7ee-f27a-47ec-b990-04a92ce13791", "parentComponentId": null }, { "bbox": null, "kind": "quote", "text": "Overall, the sensitivity of smart devices for atrial fibrillation detection is remarkably high. A recent meta-analysis found that smartphones detected atrial fibrillation with a sensitivity of 94% and a specificity of 96%, and there was no difference in atrial fibrillation detection between devices that use PPG and single-lead ECG. — Excerpts from \"Consumer-grade wearable cardiac monitors: What they do well, and what needs work\", Cleveland Clinic Journal of Medicine, January 2024", "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": 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Source: “Diagnostic Accuracy of Apple Watch Electrocardiogram for Atrial Fibrillation”, Journals of the American College of Cardiology (January 2025), Global Cardiology Science & Practice", "attrs": null, "canon": { "kind": { "name": "Other", "slug": "other", "status": "active", "canonId": "019de52c-fa90-743c-8bf6-20d1fbe82b6d", "version": 1, "description": "Fallback when no canonical kind applies." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-17 03:29:08.877+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "a2b63f6e-85bc-4645-b3ba-0b2e412faf19", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.46, "x": 0.52, "y": 0.67 }, "kind": "paragraph", "text": "We note that the Apple Watch, Samsung Galaxy Watch, and the Fitbit Sense all have ECG capabilities, pulse monitors, and oxygen saturation monitors. Smartwatches generally obtain pulse and pulse oximetry monitoring data through photoplethysmography (PPG).", "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": null, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-17 03:29:08.877+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "6796764d-305a-4816-abd0-3c60448624b3", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.96, "x": 0.02, "y": 0.17 }, "kind": "paragraph", "text": "While the study on the previous page details lower sensitivity and specificity in arrhythmia detection for the Apple Watch relative to several smartphone-paired devices, a recent meta-analysis of 11 studies showed that the pooled results for the Apple Watch were 95% for both metrics, demonstrating high accuracy.", "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": null, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-17 03:29:08.877+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "9b509280-a251-434d-acb0-45995284c849", "parentComponentId": null }, { "bbox": null, "kind": "quote", "text": "The meta-analysis included 11 studies comprising 4,241 participants. Their mean age was 62.56 ± 3.92 years, and 28% of the patients were females. The pooled sensitivity and specificity of the Apple Watch for detecting AF were 94.8% (95% CI: 91.7% to 96.8%; I² = 67%) and 95% (95% CI: 88.6% to 97.8%; I² = 88%), respectively. 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Apple received De Novo classification for its Apple Watch ECG app in 2018.", "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 20:24:56.284+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "49837065-4530-4d98-9a9f-9efbdb61fc07", "parentComponentId": null }, { "bbox": null, "kind": "quote", "text": "Apple Watch AFib feature becomes first-ever digital tool approved by FDA to evaluate medical devices — Michael Walter | May 02, 2024 | Cardiovascular Business | Heart Rhythm", "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 01:18:10+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-64d2-7657-bbed-c6a9475af822", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.96, "x": 0.02, "y": 0.95 }, "kind": "source-note", "text": "Red box and underline for Spruce Point emphasis. 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Are You Betting Against Apple?", "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 20:24:56.284+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "251f4e61-f9a4-4186-93ec-84818aef3885", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [ { "matchId": "fa3f7e4d-9c4d-441a-b9ec-177799f555bc", "evidence": "The slide explicitly contrasts Apple's regulatory success with iRhythm's long-term investor pitch to expose a competitive threat.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 20:24:56.284+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 68, "frameworkName": "fraud-exposure" } ], "arcBeats": [ { "to": 74, "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": 58, "name": "Preempt Rebuttal", "beatId": "5661514f-78a2-4be2-9ade-00cec8a93c0b", "matchId": "e9f062ae-3ce8-49bc-9f5c-f692a33c00db", "beatType": null, "evidence": "The document anticipates and addresses potential counterarguments.", "position": 4, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 69, "type": "tension", "title": "Uses direct quotes from CEO and CMO to expose the contradiction.", "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": 70, "componentCount": 7, "textChars": 1744, "nDataPoints": 2, "notes": "Uses direct quotes from CEO and CMO to expose the contradiction.", "elementsJson": [ "headline_text", "paragraph", "comparison_table", "footnote" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 20:24:56.339+00", "seconds": 3.531, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-622c-750b-8b99-bca3fd68622d/69", "deck": "/decks/019dd923-622c-750b-8b99-bca3fd68622d", "deckAnchor": "/decks/019dd923-622c-750b-8b99-bca3fd68622d#slide-69", "deckJson": "/decks/019dd923-622c-750b-8b99-bca3fd68622d.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "We view this as an admission that such devices are clearly good enough to perform initial monitoring on asymptomatic people. And if that is indeed the case, why would any healthcare provider pay $250 for a Zio patch?", "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 23:05:38+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-0395-748f-956a-30482a9d942f", "parentComponentId": null }, { "bbox": { "h": 0.12, "w": 0.96, "x": 0.02, "y": 0.17 }, "kind": "paragraph", "text": "We believe iRhythm downplays the threat posed by the Apple Watch and other consumer devices, particularly high sensitivity/specificity smartphone-paired devices. However, CEO Blackford recently admitted that Apple Watches have been an \"incredible lead generator\" for iRhythm. We view this as an admission that such devices are clearly good enough to perform initial monitoring on asymptomatic people. And if that is indeed the case, why would any healthcare provider pay $250 for a Zio patch?", "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 20:24:56.339+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "ee8dd0b4-7eed-4a35-a288-860d675b318b", "parentComponentId": null }, { "bbox": null, "kind": "quote", "text": "I would absolutely agree with it. I think the awareness around cardiac issues is growing, I think, for a couple of different reasons, I think where Apple is a big part of that, I think the Apple Watch has been an incredible lead generator for folks like ourselves that bring patients into see their cardiologists saying, look, I've got an alert alarm that's going off here. — iRhythm CEO Blackford at Goldman Sachs Conference, 6/10/25", "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": "2026-04-22 23:05:38+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-0395-748f-956a-36803bfcc487", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.1, "x": 0.02, "y": 0.96 }, "kind": "source-note", "text": "Source: Bloomberg", "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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The Company is not likely to commercially launch the Zio Watch under the Development Agreement. As of June 30, 2025, the Company is actively engaged with Verily to formally terminate the Development Collaboration Agreement dated September 3, 2019, as amended (the \"Verily Development Agreement\"), between the Company and Verily Life Sciences LLC (\"VLS\") and Verily Ireland Limited (\"VIL\", and together with VLS, \"Verily\").", "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 20:25:06.508+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "5911b025-a9eb-4257-a113-6b3a2b8acc5c", "parentComponentId": null }, { "bbox": { "h": 0.21, "w": 0.96, "x": 0.02, "y": 0.17 }, "kind": "paragraph", "text": "iRhythm announced a collaboration in September 2019 with Alphabet unit Verily to develop a watch product. Over the years, iRhythm management pitched its potential, until it simply stopped talking about it. iRhythm last mentioned its Zio Watch product on September 13, 2023, when CFO Wilson told investors to expect commercialization in 2025. Subsequent 10-Ks simply stated: \"The Zio Watch has not been commercially launched.\" We believe investors held out hope that this product could counteract the threat of consumer wearables. Alas, in iRhythm's recent 10-Q filed on July 31st, the Company finally admitted defeat and disclosed it has written off the Zio Watch development. Thus, one of iRhythm's earliest efforts at a new product outside its core monitors has proven a failure. We believe management should have disclosed this on the Company's earnings call.", "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 20:25:06.508+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c1d0f551-de0d-429f-a12b-a7c84a2a4501", "parentComponentId": null }, { "bbox": { "h": 0.23, "w": 0.73, "x": 0.25, "y": 0.46 }, "kind": "quote", "text": "Yes, yes. So we continue to work on that product. That is a product that's in collaboration with Verily as you probably know. We've learned a lot in the years that we've been working on that watch and believe that can be potentially disruptive product long term. As any disruptive product, there may be some market development and reimbursement pathways that need to be worked through in the near term, but I remain excited about that. I expect to get into clinical studies early part of next year on our path to commercialization of the 2025 time frame. So I remain excited about that. I think we've learned a lot about our capabilities in terms of algorithms and how to leverage our clinical back end and the options kind of available to us from a strategy standpoint. So excited about where that's headed.", "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 20:25:06.508+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "447b45ee-c638-4484-86c0-4ab0200d1700", "parentComponentId": null }, { "bbox": null, "kind": "quote", "text": "I expect to get into clinical studies early part of next year on our path to commercialization of the 2025 time frame. So I remain excited about that. I think we’ve learned a lot about our capabilities in terms of algorithms and how to leverage our clinical back end and the options kind of available to us from a strategy standpoint. So excited about where that’s headed. — iRhythm CFO Wilson at Morgan Stanley Conference, 9/13/23", "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": "2026-04-22 23:05:38+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-0395-748f-956a-68575b485cce", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.6, "x": 0.02, "y": 0.96 }, "kind": "source-note", "text": "Source: iRhythm press release dated 9/4/2019, iRhythm 2024 10-K, Bloomberg, iRhythm Q2 2025 10-Q, Spruce Point research", "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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Since iRhythm has already recognized some portion of revenue for Zio AT services, we believe some recognized revenue is never actually received.", "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 20:24:58.058+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "9f673c11-2514-4daa-b041-c07b83f391b0", "parentComponentId": null }, { "bbox": null, "kind": "callout", "text": "We believe the aggregate impact of all these trends and changes has resulted in a worsening of revenue quality.", "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 23:05:39+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-0395-748f-956a-79a990b18a6b", "parentComponentId": null }, { "bbox": null, "kind": "metric", "text": "revenue quality", "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 23:05:39+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-0395-748f-956a-7e136f241096", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.96, "x": 0.02, "y": 0.17 }, "kind": "paragraph", "text": "We believe multiple signs indicate that iRhythm's reported revenue quality has substantially declined over the past two years. First, the percent of revenue derived from non-contracted payors has increased. Second, iRhythm estimates the amount of revenue it will collect from contracted parties, with the difference between gross and net revenue represented by a contractual allowance. That contractual adjustment as a percent of “contracted” revenue has increased markedly since 2021. Third, iRhythm's DSOs remain elevated. Fourth, iRhythm's provision for credit losses shrank to 17% of gross accounts receivable despite write-offs as a percent of gross accounts receivable reaching a six-year high in 2024. Finally, iRhythm is recognizing more revenue earlier as Zio AT revenue is recognized under two performance obligations, during the patient wear period and the delivery of the final report. We believe the aggregate impact of all these trends and changes has resulted in a worsening of revenue quality.", "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 20:24:58.058+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "414a53e2-45c4-4971-8a2c-dfcfb00aff58", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.15, "x": 0.02, "y": 0.97 }, "kind": "source-note", "text": "Source: iRhythm SEC filings", "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 20:24:58.058+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "ea0a4c10-0928-4d85-861d-c45b6fe7fb10", "parentComponentId": null }, { "bbox": { "h": 0.42, "w": 0.76, "x": 0.12, "y": 0.44 }, "kind": "table", "text": "iRhythm Revenue Quality Metrics 2019 to 2024", "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 20:24:58.058+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "09c828c0-84f5-4ab0-a6ee-db96497ffbae", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.65, "x": 0.31, "y": 0.05 }, "kind": "title", "text": "We Believe iRhythm Revenue Quality Is Declining", "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 20:24:58.058+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "7d704fc3-2927-4019-84be-1611b8066330", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [], "loops": [ { "to": 85, "from": 75, "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": "1d2948f1-a578-4ce4-9a24-d523cdb5cef3", "evidence": "The document discusses potential risks and consequences of inaction.", "position": 1, "objective": "To highlight the risks of not addressing concerns about iRhythm's business practices", "confidence": 0.6, "extraction": { "at": "2026-07-16 22:00:54.43855+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": "doc-narrative-v1" } } ], "locked": true }, { "page": 79, "type": "tension", "title": "Uses a combination of regulatory precedent (HHS) and employee testimony (Glassdoor) to build a case for potential fraud.", "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": 73, "componentCount": 7, "textChars": 2795, "nDataPoints": 3, "notes": "Uses a combination of regulatory precedent (HHS) and employee testimony (Glassdoor) to build a case for potential fraud.", "elementsJson": [ "headline_text", "paragraph", "callout_box", "screenshot", "quote_block" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 20:24:57.205+00", "seconds": 3.525, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-622c-750b-8b99-bca3fd68622d/79", "deck": "/decks/019dd923-622c-750b-8b99-bca3fd68622d", "deckAnchor": "/decks/019dd923-622c-750b-8b99-bca3fd68622d#slide-79", "deckJson": "/decks/019dd923-622c-750b-8b99-bca3fd68622d.json" }, "components": [ { "bbox": { "h": 0.18, "w": 0.96, "x": 0.02, "y": 0.715 }, "kind": "callout", "text": "Based on our review of LinkedIn and other sources, we believe a large volume of CCTs in the US are located in remote locations. Not only does this suggest the opportunity for questionable reimbursement practices on the part of iRhythm, but we believe it also calls into question iRhythm management's numerous claims related to the build-out of its CCT \"Center of Excellence\" in San Francisco. Importantly, as indicated by Glassdoor reviews presented earlier, current and former CCTs located in San Francisco bemoaned the negative impacts of increased outsourcing of CCTs from that location to offshore locations. We are unable to reconcile this inconsistency.", "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 20:24:57.205+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "8c9c4415-d344-4c51-8aa6-44384ee363d0", "parentComponentId": null }, { "bbox": null, "kind": "callout", "text": "Based on our review of LinkedIn and other sources, we believe a large volume of CCTs in the US are located in remote locations. Not only does this suggest the opportunity for questionable reimbursement practices on the part of iRhythm, but we believe it also calls into question iRhythm management’s numerous claims related to the build-out of its CCT “Center of Excellence” in San Francisco.", "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 23:05:40+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-0395-748f-956b-3288ae79a957", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.25, "x": 0.02, "y": 0.02 }, "kind": "image", "text": "Spruce Point Capital Management", "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Logo", "slug": "logo", "status": "active", "canonId": "019de52c-fdaf-743d-94c4-d7c6a0e55302", "version": 1, "description": null }, "framework": null }, "subkind": "logo", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:24:57.205+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "71f745aa-7ad0-44d3-b419-7f547b15daaf", "parentComponentId": null }, { "bbox": { "h": 0.31, "w": 0.96, "x": 0.02, "y": 0.17 }, "kind": "paragraph", "text": "iRhythm must perform results analysis activities for CMS patients at Medicare-enrolled independent diagnostic testing facilities (IDTFs) that must meet certain performance standards. The Company's facilities in California, Illinois, and Texas (Houston) are approved IDTFs. CMS patients accounted for 24% of 2024 revenue. However, based on our analysis of LinkedIn, we estimate that 63% of iRhythm CCTs are located in remote locations outside the three IDTF metropolitan areas, and, triangulating on several data points, we estimate that only 17% of total global CCTs are located in the three IDTFs. While CMS regulations approve the use of remote CCTs, the reimbursement rates sought by iRhythm must match the costs incurred where the data was actually analyzed. We assume that the Company's facilities in California (San Francisco) and Illinois (Deerfield) are much higher cost (and thus receive higher reimbursement) than most remote CCTs. Therefore, iRhythm may be overbilling CMS for CCTs that are actually located in low-cost locations. IDTF billing violations are an area of historic focus for the U.S. Department of Health and Human Services (HHS). At least one employee highlighted this practice by iRhythm on Glassdoor. If true, this would suggest that iRhythm revenues are inflated and that the Company is at risk of additional regulatory sanctions.", "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 20:24:57.205+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "6bdb0db3-efb5-45d9-936d-d05ccb407748", "parentComponentId": null }, { "bbox": null, "kind": "quote", "text": "Cons Scams Medicare ... Created a program to capitalize on Medicare by scanning the majority of their scans in a state where Medicare pays more. — Advanced Patch Technician, iRhythm, 4/10/24, Glassdoor", "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": "2026-04-22 23:05:40+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-0395-748f-956b-36e8aaadc187", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.45, "x": 0.02, "y": 0.97 }, "kind": "source-note", "text": "Source: HHS, Department of the Inspector General, Glassdoor, Spruce Point research", "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 20:24:57.205+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "58bdf833-070c-4f18-add6-f8e3ee43b13c", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.68, "x": 0.28, "y": 0.03 }, "kind": "title", "text": "Is iRhythm Committing Medicare Billing Violations Related To Its IDTFs?", "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 20:24:57.205+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "4728da5f-f8c8-4133-a3e3-bde729013d09", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [ { "matchId": "06502985-3f95-4ab2-abf9-9e36ca8ff2fe", "evidence": "Uses regulatory precedent and internal employee testimony to allege financial misrepresentation.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 20:24:57.205+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 79, "frameworkName": "fraud-exposure" } ], "arcBeats": [], "loops": [ { "to": 85, "from": 75, "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": "1d2948f1-a578-4ce4-9a24-d523cdb5cef3", "evidence": "The document discusses potential risks and consequences of inaction.", "position": 1, "objective": "To highlight the risks of not addressing concerns about iRhythm's business practices", "confidence": 0.6, "extraction": { "at": "2026-07-16 22:00:54.43855+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": "doc-narrative-v1" } } ], "locked": true }, { "page": 80, "type": "tension", "title": "Uses a combination of direct quotes from company filings/calls and a causal logic flow to build the bear case.", "function": "expose_contradiction", "rawType": "expose_contradiction", 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rate.", "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 20:24:57.595+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "aae71ad3-c192-4528-9bb0-46a901250009", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.21, "x": 0.77, "y": 0.635 }, "kind": "callout", "text": "At least 7 months late.", "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 20:24:57.595+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "e4147681-4b8b-4437-bef5-c5ff796a794e", "parentComponentId": null }, { "bbox": { "h": 0.09, "w": 0.96, "x": 0.02, "y": 0.17 }, "kind": "paragraph", "text": "iRhythm has pointed to Japan as a major growth opportunity for well over three years. Over that time, iRhythm has missed deadlines and been proven incorrect in its assessment of the \"premium\" pricing it could achieve. We believe the recent adverse decision by the Japanese government should have been anticipated by iRhythm management.", "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 20:24:57.595+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "ceec6823-551a-4010-bdfa-f7c3c7ee57b6", "parentComponentId": null }, { "bbox": null, "kind": "quote", "text": "[We] plan to submit for Shonin approval in Japan later this year...We have also accelerated our efforts into Japan where we are moving forward with an application for regulatory approval. Japan is the second largest ambulatory cardiac monitoring market in the world, where reimbursement has historically been very good and physicians have been expressing strong interest in our technology. — iRhythm CEO Blackford on Q4 2021 Earnings Call", "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": "2026-04-22 23:05:39+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-0395-748f-956a-cfb98d93618b", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.88, "x": 0.02, "y": 0.97 }, "kind": "source-note", "text": "Source: iRhythm Q4 2021 earnings call transcript, iRhythm Q2 2023 earnings call transcript, iRhythm Q4 2023 earnings call transcript, iRhythm Q1 2025 earnings call transcript", "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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Thus, we question iRhythm's financial management.", "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 23:05:40+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-0395-748f-956a-f0a657de5d29", "parentComponentId": null }, { "bbox": null, "kind": "metric", "text": "Operating Margin: 10%", "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 23:05:40+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-0395-748f-956a-f4af3206d62c", "parentComponentId": null }, { "bbox": { "h": 0.13, "w": 0.96, "x": 0.02, "y": 0.17 }, "kind": "paragraph", "text": "iRhythm has grown revenue by almost 10x, or $528 million, since 2016. However, over that period, Company gross margins have increased by only one percentage point. What little operating leverage the Company has achieved has come from SG&A, yet those expenses remain at 71% and 61% of revenue (GAAP and non-GAAP, respectively). In addition, we suspect much of that improvement has come from the outsourcing overseas of CCTs and various administrative functions. Of note, close peer BioTelemetry was significantly more profitable at similar revenue scale. 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As of now, I don't see any indication that this is going to extend meaningfully longer. 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Ideally, we're wrapping those up by this year, and that will fall off and be a nice source of leverage for 2026.'", "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 20:25:05.204+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "d6e5a5d5-5bfa-4b31-a761-888203202e1b", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.96, "x": 0.02, "y": 0.49 }, "kind": "table", "text": "iRhythm CEO Blackford on Q3 2024 Earnings Call, 10/30/24: '...we have made significant resource 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Thus, we find the Board's willingness to entertain such behavior as highly troubling.", "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 20:25:03.467+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "2b71995a-7524-43cf-aafd-29a705a03cc6", "parentComponentId": null }, { "bbox": { "h": 0.06, "w": 0.96, "x": 0.02, "y": 0.82 }, "kind": "callout", "text": "We do not believe the regulatory failures of the past three years should be a survivable event for Blackford and others.", "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 20:25:03.467+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "7293861e-0329-482b-b0eb-c29e6feba773", "parentComponentId": null }, { "bbox": { "h": 0.35, "w": 0.47, "x": 0.51, "y": 0.35 }, "kind": "list", "text": "Criminal Fraud... Waste... Abuse... MEDICAL DEVICE LAWS... Our devices are regulated...", "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 20:25:03.467+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "992e61ae-2a49-4260-bb79-0ad34179815d", "parentComponentId": null }, { "bbox": { "h": 0.35, "w": 0.48, "x": 0.02, "y": 0.35 }, "kind": "list", "text": "QUALITY POLICY... Operating with integrity... Continuously improving... Identifying and preventing issues... Recognize potential product complaints... Gather as much information... Report potential complaints...", "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 20:25:03.467+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "9d43940e-a06b-41f6-9be6-05f872e803d2", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.96, "x": 0.02, "y": 0.28 }, "kind": "paragraph", "text": "FDA Evidence Suggests Clear Violations of iRhythm's Code of Conduct", "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 20:25:03.467+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "1fa87217-6c5f-47d1-a21b-131470510b22", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.4, "x": 0.02, "y": 0.96 }, "kind": "source-note", "text": "Red marks for Spruce Point emphasis. 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We're a service.”", "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": "Testimonial", "slug": "testimonial", "status": "active", "canonId": "019de52c-fc21-71b6-9ac3-8266a64945e8", "version": 1, "description": null }, "framework": null }, "subkind": "testimonial", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:25:00.729+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "2ed647cf-df78-4f19-bcbf-d4c6ecdd1cd3", "parentComponentId": null }, { "bbox": { "h": 0.12, "w": 0.34, "x": 0.16, "y": 0.84 }, "kind": "quote", "text": "“We once again take this opportunity to remind investors...that we are a services business that faces material summer seasonality.”", "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": "Testimonial", "slug": "testimonial", "status": "active", "canonId": "019de52c-fc21-71b6-9ac3-8266a64945e8", "version": 1, "description": null }, "framework": null }, "subkind": "testimonial", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:25:00.729+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "e4901ce4-2ef6-4564-9ad2-4b24495a129d", "parentComponentId": null }, { "bbox": null, "kind": "quote", "text": "“And I think this is a really important note because it talks about how difficult or challenging it is for us because we're not a medical device. 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