<?xml version="1.0" encoding="UTF-8"?><rss xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:content="http://purl.org/rss/1.0/modules/content/" xmlns:atom="http://www.w3.org/2005/Atom" version="2.0" xmlns:itunes="http://www.itunes.com/dtds/podcast-1.0.dtd" xmlns:googleplay="http://www.google.com/schemas/play-podcasts/1.0"><channel><title><![CDATA[The Quality Signal: Field Notes]]></title><description><![CDATA[Weekly intelligence brief on FDA enforcement, QMSR shifts, and AI in regulated manufacturing. Free.]]></description><link>https://www.thequalitysignal.ai/s/field-notes</link><image><url>https://substackcdn.com/image/fetch/$s_!lisT!,w_256,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fca700119-0d87-47e4-b92d-d03e6a5fa311_1024x1024.png</url><title>The Quality Signal: Field Notes</title><link>https://www.thequalitysignal.ai/s/field-notes</link></image><generator>Substack</generator><lastBuildDate>Sun, 21 Jun 2026 06:11:03 GMT</lastBuildDate><atom:link href="https://www.thequalitysignal.ai/feed" rel="self" type="application/rss+xml"/><copyright><![CDATA[Monica Burt]]></copyright><language><![CDATA[en]]></language><webMaster><![CDATA[monicaburtqualitysignal@substack.com]]></webMaster><itunes:owner><itunes:email><![CDATA[monicaburtqualitysignal@substack.com]]></itunes:email><itunes:name><![CDATA[Monica Burt]]></itunes:name></itunes:owner><itunes:author><![CDATA[Monica Burt]]></itunes:author><googleplay:owner><![CDATA[monicaburtqualitysignal@substack.com]]></googleplay:owner><googleplay:email><![CDATA[monicaburtqualitysignal@substack.com]]></googleplay:email><googleplay:author><![CDATA[Monica Burt]]></googleplay:author><itunes:block><![CDATA[Yes]]></itunes:block><item><title><![CDATA[Field Notes: The Clock Runs Both Ways]]></title><description><![CDATA[Three regulatory and industry shifts that signal where medtech enforcement and operations are heading next.]]></description><link>https://www.thequalitysignal.ai/p/field-notes-the-clock-runs-both-ways</link><guid isPermaLink="false">https://www.thequalitysignal.ai/p/field-notes-the-clock-runs-both-ways</guid><dc:creator><![CDATA[Monica Burt]]></dc:creator><pubDate>Wed, 03 Jun 2026 14:47:41 GMT</pubDate><enclosure url="https://substack-post-media.s3.amazonaws.com/public/images/57f88312-0d9a-457c-811b-6b9e3602e42c_1200x630.png" length="0" type="image/jpeg"/><content:encoded><![CDATA[<h1>Field Notes: The Clock Runs Both Ways</h1><h3>1. The EU Just Put Notified Bodies on a Binding Clock.</h3><p>Commission Implementing Regulation 2026/977, published May 4 in the Official Journal of the EU, sets maximum timelines for conformity assessment activities for the first time. Notified bodies now have defined outer limits on how long they can take to complete reviews under both MDR and IVDR. The regulation takes effect in phases, with the interruption cap provisions among the most consequential for manufacturers managing active applications.</p><p>This matters because the NB bottleneck has been the single biggest driver of EU market access delays since MDR went live. Fifteen thousand-plus applications were in the pipeline as of the EC&#8217;s 18th NB survey. Recertifications are stacking on top of new submissions. The regulation doesn&#8217;t add NB capacity. It puts a clock on how long the existing capacity can string out a review. Those are different problems.</p><p>The manufacturers who will feel this first are the ones with open clarification rounds. Under 2026/977, interruptions are capped. A fragmented response strategy, answering NB questions one at a time rather than in consolidated packages, will now run into a hard wall. That wall wasn&#8217;t there before.</p><p><em>Source: Official Journal of the European Union, Commission Implementing Regulation (EU) 2026/977, May 4, 2026.</em></p><h3>2. FDA&#8217;s Citation Rate Fell 48% Post-QMSR. Don&#8217;t Call It a Softening.</h3><p>The argument I keep hearing is that device citations just migrated to ISO clause numbers after QMSR took effect February 2. That argument is wrong. My analysis of FDA inspection data shows 3.74 device citations per day in the post-QMSR window (2/2 through 5/7/2026) against 7.20 per day in the same 95-day window a year earlier. That&#8217;s an apples-to-apples comparison because the per-day rate already normalizes for the numbering change. Citations didn&#8217;t move. They dropped.</p><p>Three metrics are moving in the same direction: per-day citation rate down 48%, CDRH warning letters at 11 in 90 days versus 13 the prior year, OAI conversion rate at 2.8% versus 5.9% last fiscal year. The most likely explanation is the combination of the one-day inspection pilot (46 assessments completed by late April, majority returning NAI) and CDRH conserving enforcement output during the QMSR transition. Both things can be true at once.</p><p>This is a window. Manufacturers who have been running survival mode through the QMSR shift have roughly two quarters to fix what they know is broken before enforcement reverts. The trailing 90-day numbers will mean-revert. The question is whether your QMS is ready when they do.</p><p><em>Source: Monica Burt&#8217;s analysis of FDA Device Inspection data, May 2026.</em></p><h3>3. Boston Scientific, Stryker, and Medtronic Are All Moving at Once.</h3><p>Three of the largest device manufacturers made capital or footprint moves in the week of May 18, 2026. </p><p><strong>Boston Scientific</strong> announced a $1.5 billion investment for an approximately 34 percent equity stake in MiRus LLC, paired with an exclusive option to acquire MiRus&#8217;s SIEGEL balloon-expandable TAVR system for up to $3 billion in milestone-tied payments. A structural heart play. </p><p><strong>Stryker</strong>&#8217;s 10-Q disclosed the closing of its tuck-in acquisition of Amplitude Vascular Systems, an intravascular lithotripsy (IVL) developer, for up to $835 million ($435 million upfront, up to $400 million in milestones). </p><p><strong>Medtronic</strong> confirmed the phased closure of its Santa Rosa, California campus, a two-building site producing coronary stents and related cardiovascular products since the late-1990s Arterial Vascular Engineering acquisition. Roughly 370 employees are affected. Work transfers to Santa Ana, California, Minnesota, and Galway, Ireland. Phase-out begins spring 2027 and completes spring 2028. None of these are isolated decisions.</p><p>The pattern underneath is the same one I&#8217;ve been watching for two quarters: <strong>large manufacturers are rationalizing legacy infrastructure while deploying capital into the categories where reimbursement is stable and procedure volume is growing</strong>. The closure of a 1990s cardiovascular site and the acquisition of an IVL platform are the same strategy. Both are bets on where the next decade of margin lives.</p><p>The sites that survive consolidation will carry the full compliance burden of the sites that don&#8217;t. If your QMS was built for one facility&#8217;s scope and you&#8217;re absorbing another site&#8217;s product lines, the design history files, DHRs, and supplier qualification records come with them. That transition risk doesn&#8217;t show up in the press release.</p><p><em>Sources: Boston Scientific newsroom and Fierce Biotech on the MiRus investment and SIEGEL TAVR option, May 18, 2026; Stryker 10-Q and Invest Detroit Ventures on the Amplitude Vascular Systems closing, May 2026; MedTech Dive and Fierce Biotech on the Medtronic Santa Rosa closure, May 2026.</em></p><div class="subscription-widget-wrap-editor" data-attrs="{&quot;url&quot;:&quot;https://www.thequalitysignal.ai/subscribe?&quot;,&quot;text&quot;:&quot;Subscribe&quot;,&quot;language&quot;:&quot;en&quot;}" data-component-name="SubscribeWidgetToDOM"><div class="subscription-widget show-subscribe"><div class="preamble"><p class="cta-caption">Thanks for reading The Quality Signal! Subscribe for free to receive new posts and support my work.</p></div><form class="subscription-widget-subscribe"><input type="email" class="email-input" name="email" placeholder="Type your email&#8230;" tabindex="-1"><input type="submit" class="button primary" value="Subscribe"><div class="fake-input-wrapper"><div class="fake-input"></div><div class="fake-button"></div></div></form></div></div><p></p>]]></content:encoded></item><item><title><![CDATA[Field Notes: First QMSR Cycle, First Cracks]]></title><description><![CDATA[What the first months of QMSR enforcement are already revealing about FDA calibration, inspection behavior, and regulatory drift.]]></description><link>https://www.thequalitysignal.ai/p/field-notes-first-qmsr-cycle-first</link><guid isPermaLink="false">https://www.thequalitysignal.ai/p/field-notes-first-qmsr-cycle-first</guid><dc:creator><![CDATA[Monica Burt]]></dc:creator><pubDate>Thu, 21 May 2026 16:59:41 GMT</pubDate><enclosure url="https://substack-post-media.s3.amazonaws.com/public/images/620462cc-c3ec-4e2d-9f72-f6692237984d_2752x1536.png" length="0" type="image/jpeg"/><content:encoded><![CDATA[<h3>1. Makary out. The QMSR rollout just lost its commissioner.</h3><p>FDA Commissioner Marty Makary resigned Tuesday after the White House signaled his removal the prior Friday, reportedly over a fruit-flavored e-cigarette approval dispute. Acting commissioner is Kyle Diamantas, deputy commissioner for food, who does not hold a medical degree.</p><p>The QMSR rule went effective February 2. CP 7382.850 is still being internalized by the cadre that has to inspect against it. Now the top FDA seat sits with a non-physician food-program lead on an acting basis. None of that helps inspection consistency, guidance cadence, or the open QMSR questions vendors have been waiting on.</p><p>What I am watching for the next sixty days: a visible signal from CDRH leadership that QMSR enforcement priorities are unchanged. If it does not come, the field offices will start improvising. <strong>They already are.</strong></p><p><em>Source: NYT, Politico, RAPS, May 12, 2026.</em></p><div><hr></div><h3>2. First QMSR inspection cycle: half produce a 483. None classify OAI.</h3><p>I pulled the post-QMSR window from FDA primary data (2/2/2026 through 4/28/2026): 250 unique device inspections. 119 classified VAI, 131 NAI. <strong>Zero classified OAI. That is a 47.6% 483-yielding rate, with the regulatory-action category sitting empty.</strong></p><p>Pre-QMSR FY2026 Q1 ran 45.8% 483-yielding with 16 OAI. Prior-year same window ran 51.7% with another 16 OAI. The 483-yielding share is right where it has been. The OAI count is the anomaly. Inspection volume is also down: 250 versus 377 in the prior-year same window, a 33% drop.</p><p>That is not inspectors going easy. That is classification authority holding fire while the field calibrates to a new framework. Findings are landing, citations are being written, the official-action lever has not been pulled in three months. OAI classifications often take months to finalize, so this cohort may yet reclassify.</p><p>The citation framework flipped overnight: 90.6% of post-QMSR citations are framed against ISO 13485, from 0% pre-rule. Top clauses: &#167;7.1 (product realization risk management, 12.9%), &#167;8.2.2 (complaint handling, 8.1%), &#167;7.4.1 (supplier evaluation, 7.1%), &#167;8.5.2 (CAPA, 6.5%), &#167;7.5.6 (process validation, 5.2%). Internal audit (&#167;8.2.4) and management review (&#167;5.6.1) both surfaced inside the top 10. Under QSR, &#167;820.22 and &#167;820.20(c) rarely cleared that bar.</p><p><strong>A 47.6% 483 rate is not a transition discount. If OAIs catch up to the 483 volume already produced, this cohort gets reclassified as a calibration period, not a soft one.</strong></p><p><em>Source: FDA Inspections Dashboard and Citations data, primary-source pull through 2026-04-28.</em></p><div><hr></div><h3>3. Medline got a QSR-framed warning letter three months into QMSR.</h3><p>Five CDRH warning letters have been issued since QMSR effective. Three of them, including a March 25 letter to Medline Industries, still carry the legacy CGMP/QSR/Medical Devices/Adulterated subject framing. The other two (Unetixs Vascular and ExThera Medical) are framed against PMA and IDE pathways, not the QMS itself.</p><p>This is what enforcement lag looks like. Warning letters trail inspections by six to eighteen months. The inspections behind those three letters happened before February 2, which is why the citation language reads against a regulation that no longer exists in its old form. The 483 cohort above is 90.6% ISO 13485 framed. The published WLs from the same agency are not. They will be, in about two cycles.</p><p>For quality leaders: stop using published WL language as your QMSR readiness benchmark. The substance underneath the QSR framing is the same supplier-controls, complaint-handling, and design-planning failures that ISO &#167;7.4.1, &#167;8.2.2, and &#167;7.1 now name. Translate it yourself, before the inspector arrives.</p><p><strong>If your QMS still references 21 CFR 820 without the ISO mapping alongside, you are reading one lexicon behind the one FDA is already writing in.</strong></p><p><em>Source: FDA CDRH Warning Letter Solr Index, primary-source pull through 2026-05-05.</em></p><div class="subscription-widget-wrap-editor" data-attrs="{&quot;url&quot;:&quot;https://www.thequalitysignal.ai/subscribe?&quot;,&quot;text&quot;:&quot;Subscribe&quot;,&quot;language&quot;:&quot;en&quot;}" data-component-name="SubscribeWidgetToDOM"><div class="subscription-widget show-subscribe"><div class="preamble"><p class="cta-caption">Thanks for reading The Quality Signal! Subscribe for free to receive new posts and support my work.</p></div><form class="subscription-widget-subscribe"><input type="email" class="email-input" name="email" placeholder="Type your email&#8230;" tabindex="-1"><input type="submit" class="button primary" value="Subscribe"><div class="fake-input-wrapper"><div class="fake-input"></div><div class="fake-button"></div></div></form></div></div>]]></content:encoded></item><item><title><![CDATA[Field Notes: The Stage and the Press Release]]></title><description><![CDATA[FDA&#8217;s AI strategy is evolving faster than its guidance &#8212; and the gap is becoming impossible to ignore.]]></description><link>https://www.thequalitysignal.ai/p/field-notes-the-stage-and-the-press</link><guid isPermaLink="false">https://www.thequalitysignal.ai/p/field-notes-the-stage-and-the-press</guid><dc:creator><![CDATA[Monica Burt]]></dc:creator><pubDate>Tue, 12 May 2026 21:47:28 GMT</pubDate><enclosure url="https://substack-post-media.s3.amazonaws.com/public/images/0f68795a-cda5-4de2-a010-8a1c39ab99fa_1200x630.png" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p>FDA is moving fast on internal AI, slow on external guidance, and is exposed to the same vendor risk it expects you to manage. The agency you&#8217;re submitting to is not the agency that wrote the rulebook you&#8217;re submitting against. Three signals from this week tell that story.</p><div><hr></div><h3>1. HALO went live, and Makary said the quiet part out loud</h3><p>On May 6, FDA announced that HALO, the agency&#8217;s consolidated data platform, had absorbed more than 40 application and submission data sources, systems, and portals across all centers and gone live underneath Elsa 4.0. Same day, at the FDLI annual conference, Commissioner Makary said: &#8220;The one-day inspections are a screening inspection in low-risk facilities that our AI is identifying as low risk.&#8221; The official FDA press release on the same pilot said facility selection used &#8220;risk-based criteria such as product type, prior inspection outcomes, and operational characteristics.&#8221; It never used the word AI.</p><p>The gap between the conference stage and the press release is now structural. FDA&#8217;s official posture is bounded, risk-based, and validated. FDA&#8217;s senior leadership at industry events describes AI doing the sorting. What data Elsa actually pulls from to rank facilities is analyst inference at this point. FDA has confirmed the output, not the inputs. Both versions of the agency are true. Plan your quality program around the conference version, because that&#8217;s the one your inspector is operating under.</p><p>Watch for the first published evaluation numbers from the One-Day pilot. Elizabeth Miller&#8217;s office named three metrics: inspection duration, escalation rates, and the usefulness of findings in guiding risk-based decision-making. When those numbers land, you&#8217;ll know whether one-day inspections become the FY27 default for surveillance.</p><p><em>Sources: FDA press releases, May 6, 2026 (<a href="https://www.fda.gov/news-events/press-announcements/fda-expands-ai-capabilities-and-completes-data-platform-consolidation">fda.gov/news-events/press-announcements/fda-expands-ai-capabilities-and-completes-data-platform-consolidation</a> and <a href="https://www.fda.gov/news-events/press-announcements/fda-launches-one-day-inspectional-assessments-strengthen-and-expand-oversight">fda.gov/news-events/press-announcements/fda-launches-one-day-inspectional-assessments-strengthen-and-expand-oversight</a>); Bloomberg Law via Fierce Pharma, May 6, 2026; RAPS coverage of FDLI fireside chat, May 2026.</em></p><div><hr></div><h3>2. The AI device guidance got demoted, and almost nobody noticed</h3><p>The AI-Enabled Device Software Functions Lifecycle guidance, drafted January 2025 with comments closed April 2025, sits on CDRH&#8217;s &#8220;B-list&#8221; in the FY26 guidance agenda. B-list means &#8220;as resources permit.&#8221; In 2025, CDRH published only one B-list guidance total. Combine that with CDRH&#8217;s three-year-after-comment-close commitment, the staff losses in the 2025 RIF, the 10-for-1 deregulatory executive order chilling guidance publication, and the volume of substantive comments on generative AI that the draft barely addresses, and finalization slips to late 2027 at the earliest. April 2028 is the outside deadline.</p><p>If you&#8217;re submitting an AI-enabled device this year, you&#8217;re submitting against draft language that may shift before final. The December 2024 PCCP final guidance is the most stable AI-related document CDRH has, and it was written <em>against</em> the draft AI-DSF guidance. If the final AI-DSF guidance redraws the line between significant and non-significant device modifications, PCCPs already authorized could no longer cover their planned changes. That&#8217;s a bridging problem nobody is pricing in.</p><p>For investors: this is a tailwind for the current advisory and tooling cohort. A guidance final pushed to 2028 is a two-to-three-year revenue runway for everyone selling clarity FDA hasn&#8217;t published.</p><p><em>Source: What the FDA? analysis, April 2026, <a href="https://steveilverman.substack.com/p/fdas-ai-device-guidance-is-stuck">steveilverman.substack.com/p/fdas-ai-device-guidance-is-stuck</a>; CDRH FY2026 Guidance Agenda.</em></p><div><hr></div><h3>3. Elsa swapped its brain, and that tells you something about procurement</h3><p>Elsa launched June 2025 running on Anthropic&#8217;s Claude. After the February 27, 2026 Trump directive halting federal use of Anthropic, HHS phased Claude out in early March and FDA transitioned Elsa to Google Gemini. An internal FDA banner, leaked to NOTUS, told staff that Gemini was &#8220;already available in Elsa and will become the primary model going forward.&#8221; ChatGPT Enterprise is the approved alternative for other HHS tasks. A White House workshop in late April is now working a path back for Anthropic&#8217;s newer Mythos model.</p><p>The flagship AI tool reviewing your submissions changed its underlying foundation model in 90 days, driven by a procurement decision that had nothing to do with model quality. That should reframe how you evaluate every quality and regulatory AI vendor in your own stack. Single-model dependencies are a sourcing risk. Vendors selling auditable reasoning trails and model-agnostic architecture have a defensible position that wrappers around one frontier model do not.</p><p>The same logic applies inside your QMS. If your AI tooling is locked to one model provider and that provider gets pulled, what happens to your validated workflow, your audit trail, and your inspection-readiness posture? That&#8217;s not a hypothetical anymore. FDA just lived it.</p><p><em>Sources: Politico, February 27, 2026, <a href="https://www.politico.com/news/2026/02/27/trump-orders-all-federal-agencies-to-stop-using-anthropic-00804517">politico.com/news/2026/02/27/trump-orders-all-federal-agencies-to-stop-using-anthropic-00804517</a>; Clinical Leader, March 12, 2026; NOTUS, March 2, 2026; Axios, April 29, 2026.</em></p><div class="pullquote"><p><strong>The agency is moving faster than its rulebook. Build for the agency, not the rulebook.</strong></p></div><div class="subscription-widget-wrap-editor" data-attrs="{&quot;url&quot;:&quot;https://www.thequalitysignal.ai/subscribe?&quot;,&quot;text&quot;:&quot;Subscribe&quot;,&quot;language&quot;:&quot;en&quot;}" data-component-name="SubscribeWidgetToDOM"><div class="subscription-widget show-subscribe"><div class="preamble"><p class="cta-caption">Thanks for reading The Quality Signal! Subscribe for free to receive new posts and support my work.</p></div><form class="subscription-widget-subscribe"><input type="email" class="email-input" name="email" placeholder="Type your email&#8230;" tabindex="-1"><input type="submit" class="button primary" value="Subscribe"><div class="fake-input-wrapper"><div class="fake-input"></div><div class="fake-button"></div></div></form></div></div><p></p>]]></content:encoded></item><item><title><![CDATA[Field Notes: Sharper, Not Softer]]></title><description><![CDATA[Three months into QMSR, FDA enforcement may appear quieter on the surface &#8212; but the underlying signals tell a different story. This edition of Field Notes examines the agency&#8217;s evolving inspection strategy, the first AI-related CGMP warning letter, the end of the 820.180(c) records shield, and how FDA&#8217;s new &#8220;two-lane&#8221; inspection model is reshaping compliance expectations. Drawing from inspection data, public enforcement actions, and QMSR implementation trends, this piece explores why manufacturers should prepare for fewer citations, tighter findings, and far greater scrutiny of decision-making rigor inside the quality system.]]></description><link>https://www.thequalitysignal.ai/p/field-notes-sharper-not-softer</link><guid isPermaLink="false">https://www.thequalitysignal.ai/p/field-notes-sharper-not-softer</guid><dc:creator><![CDATA[Monica Burt]]></dc:creator><pubDate>Fri, 08 May 2026 22:12:02 GMT</pubDate><enclosure url="https://substack-post-media.s3.amazonaws.com/public/images/d26de78d-97e6-4317-8340-2809796733d1_2752x1536.png" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p>Three months into QMSR, the easy read is &#8220;FDA went quiet.&#8221; My own pull of the FDA inspection database, the new One-Day pilot, and the first AI citation in agency history say something else. Here&#8217;s what shifted this week.</p><div><hr></div><h3>1. Purolea Made &#8220;Did A Human Read This?&#8221; An Inspection Question</h3><p>On April 2, FDA issued Warning Letter 320-26-58 to Purolea Cosmetics Lab. The citation: 21 CFR 211.22(c), Quality Unit oversight, specifically for &#8220;inappropriate use of artificial intelligence.&#8221; AI agents generated drug specifications, procedures, and master production or control records used without QU review. <strong>It is the first FDA warning letter explicitly citing AI over-reliance as a CGMP violation.</strong></p><p>Purolea is a CDER drug facility. The principle is not. Quality Unit responsibility for AI-generated output sits inside QMSR via ISO 13485 Clause 4.1.6 (validation of computer software used in the QMS) and Clause 4.2 (control of documents and records). CDRH investigators read CDER warning letters. By this week, ProPharma, Sakara Digital, Complizen, ECA Academy, Greenlight Guru, and RAPS had all run framing pieces. The industry has metabolized it. <strong>Every device firm with an AI-assisted procedure, an AI-summarized complaint file, or an AI-drafted CAPA effectiveness check now has a public regulatory precedent to defend against.</strong></p><p>FDA&#8217;s own standard is brutally simple: &#8220;If you use AI as an aid in document creation, you must review the AI generated documents to ensure they were accurate and actually compliant with CGMP.&#8221; Build the AI-output review record now. The 483 you avoid is the one already written somewhere else.</p><p><em>Source: FDA Warning Letter, Purolea Cosmetics Lab, 4/2/2026. <a href="https://www.fda.gov/inspections-compliance-enforcement-and-criminal-investigations/warning-letters/purolea-cosmetics-lab-722591-04022026">https://www.fda.gov/inspections-compliance-enforcement-and-criminal-investigations/warning-letters/purolea-cosmetics-lab-722591-04022026</a></em></p><div><hr></div><h3>2. The 820.180(c) Records Shield Just Stopped Working</h3><p>The April 1 QMSR Town Hall #2 confirmed it formally. <strong>FDA&#8217;s own QMSR FAQ states it plainly: &#8220;The exceptions that existed in the QS regulation at &#167; 820.180(c) are not maintained in the QMSR.&#8221;</strong> Management review minutes, internal audit reports, and supplier audit reports that QSR kept off the inspection table are now requestable.</p><p>The citations are already arriving. Pulled from the FDA dashboard through April 22, the 80-day post-QMSR window includes 214 device inspections. <strong>Five of those inspections were cited for management review procedures not being documented (ISO 5.6.1), and another five for failure to conduct internal audits (ISO 8.2.4).</strong> Both clauses cover records and reports that were largely shielded under QSR. Inspectors couldn&#8217;t ask to see the management review minutes. Now they can. Both are already in the standing top-25 most-cited references, three months in.</p><p>Management review in most quality systems I&#8217;ve sat in worked from a defined list of input sources. The team quantified what they could. A lot wasn&#8217;t quantifiable. Decisions got made and documented, often thinly: entries like &#8220;no action necessary, see section X.X.&#8221; Management reps were doing their best to represent their quality system with the data they had. What was usually missing wasn&#8217;t effort. It was analytical rigor on the data, and a documented risk-based rationale for the decisions. The decision might have made sense to everyone in the room. Whether it would hold up in an audit was a different question. Under QSR, FDA never had to ask. Manufacturers only had to show a review occurred: agenda, minutes, signatures. The analysis behind the decisions stayed in-house. <strong>Now everything is fair game. Expect a justifiably critical evaluation of how those decisions get made and documented.</strong></p><p><em>Sources: FDA QMSR Frequently Asked Questions. <a href="https://www.fda.gov/medical-devices/quality-management-system-regulation-qmsr/quality-management-system-regulation-frequently-asked-questions">https://www.fda.gov/medical-devices/quality-management-system-regulation-qmsr/quality-management-system-regulation-frequently-asked-questions</a>. FDA Device Inspection data through 4/22/2026 (FDA Inspections Dashboard, internal consolidated workbook).</em></p><div><hr></div><h3>3. FDA&#8217;s Two-Lane Sort: Fewer Citations, Tighter Findings</h3><p>My own pull of the FDA inspection database through April 22 shows the post-QMSR per-day device citation rate down 52.6% (3.45 vs 7.28 in the matching FY25 window). Read fast and that says enforcement softened. It didn&#8217;t.</p><p>Look at the same data a different way. <strong>Percentage of inspections producing a 483 went up from 46.9% in the matching FY25 window to 50.5% post-QMSR. Average observations per 483 fell from 3.46 to 2.56.</strong> More inspections produce a 483, and each 483 is tighter. The citation framework also flipped overnight: pre-QMSR FY26 Q1 ran 81.8% 21 CFR 820 / 0% ISO 13485. Post-QMSR: 0.4% / 90.2%, with exactly one trailing CFR 820 citation from an inspection finalized 2/3. <strong>Any consultant, gap assessment, or remediation plan still framed in 820 language is communicating in the prior regulation.</strong></p><p>The mechanism showed up this week. On May 6, FDA announced the One-Day Inspectional Assessments pilot, which covers multiple inspectorates including medical products. Approximately 46 assessments are complete since April, most ending NAI. The pilot is under FY26 evaluation. The official release attributes facility selection to &#8220;risk-based criteria.&#8221; That same day at FDLI, Commissioner Makary said it differently: &#8220;The one-day inspections are a screening inspection in low risk facilities that our AI is identifying as low risk.&#8221; HALO and Elsa 4.0 launched the same week, expanding Elsa to all FDA staff including investigators. FDA isn&#8217;t unanimous on what that means. At FDLI, Steven Musser, FDA&#8217;s Associate Commissioner for Human Foods, said it would be &#8220;difficult for an inspector to integrate this information during an inspection.&#8221;</p><p>That&#8217;s the story. <strong>AI ranks facilities at case selection. It is not yet running the inspection itself.</strong> NAI-likely sites get pulled into a one-day screening lane. The standard inspection pool is now weighted toward higher-risk firms. The post-QMSR numbers are not enforcement softening. They are case selection. Lane assignment is invisible to the firm being assigned, and the signals routing a site into the standard track are the ones HALO can already correlate: registration accuracy vs floor reality, complaint trending, MDR patterns, supplier overlaps, prior 483 history. The cheapest defensive QMS investment of 2026 is registration hygiene.</p><p><strong>The QMSR transition pause has an expiration date. The two-lane sort does not.</strong></p><p><em>Sources: FDA Device Inspection data through 4/22/2026 (FDA Inspections Dashboard, internal consolidated workbook). FDA press release, One-Day Inspectional Assessments, 5/6/2026. <a href="https://www.fda.gov/news-events/press-announcements/fda-launches-one-day-inspectional-assessments-strengthen-and-expand-oversight">https://www.fda.gov/news-events/press-announcements/fda-launches-one-day-inspectional-assessments-strengthen-and-expand-oversight</a>. RAPS, &#8220;Makary announces one-day inspection pilot for low-risk facilities,&#8221; 5/6/2026. <a href="https://www.raps.org/resource/makary-announces-one-day-inspection-pilot-for-low-risk-facilities.html">https://www.raps.org/resource/makary-announces-one-day-inspection-pilot-for-low-risk-facilities.html</a>. Bloomberg Law, 5/6/2026. <a href="https://news.bloomberglaw.com/health-law-and-business/fda-to-launch-pilot-for-single-day-domestic-foreign-inspections">https://news.bloomberglaw.com/health-law-and-business/fda-to-launch-pilot-for-single-day-domestic-foreign-inspections</a>. RAPS, &#8220;FDA Officials Discuss New AI Tool HALO,&#8221; 5/7/2026. <a href="https://www.raps.org/resource/fda-officials-discuss-new-ai-tool-halo-other-applications-of-ai.html">https://www.raps.org/resource/fda-officials-discuss-new-ai-tool-halo-other-applications-of-ai.html</a>. FDA HALO/Elsa announcement. <a href="https://www.fda.gov/news-events/press-announcements/fda-expands-ai-capabilities-and-completes-data-platform-consolidation">https://www.fda.gov/news-events/press-announcements/fda-expands-ai-capabilities-and-completes-data-platform-consolidation</a></em></p><p></p><p class="button-wrapper" data-attrs="{&quot;url&quot;:&quot;https://www.thequalitysignal.ai/?utm_source=substack&utm_medium=email&utm_content=share&action=share&quot;,&quot;text&quot;:&quot;Share The Quality Signal&quot;,&quot;action&quot;:null,&quot;class&quot;:null}" data-component-name="ButtonCreateButton"><a class="button primary" href="https://www.thequalitysignal.ai/?utm_source=substack&utm_medium=email&utm_content=share&action=share"><span>Share The Quality Signal</span></a></p><p></p><div class="subscription-widget-wrap-editor" data-attrs="{&quot;url&quot;:&quot;https://www.thequalitysignal.ai/subscribe?&quot;,&quot;text&quot;:&quot;Subscribe&quot;,&quot;language&quot;:&quot;en&quot;}" data-component-name="SubscribeWidgetToDOM"><div class="subscription-widget show-subscribe"><div class="preamble"><p class="cta-caption">Thanks for reading The Quality Signal! 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