K223073 · Alio, Inc. · DRG · Mar 17, 2023 · Cardiovascular
Device Facts
Record ID
K223073
Device Name
Alio
Applicant
Alio, Inc.
Product Code
DRG · Cardiovascular
Decision Date
Mar 17, 2023
Decision
SESE
Submission Type
Traditional
Regulation
21 CFR 870.2910
Device Class
Class 2
Attributes
AI/ML
AI Performance
Output
Algorithm
Acceptance
Observed
Dev DS
Dev Readers
Test DS
Test Readers
Hemoglobin (Hgb) measurement
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Multicenter, prospective study: 125 subjects
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Hematocrit (Hct) measurement
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Multicenter, prospective study: 125 subjects
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Potassium level risk assessment
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Multicenter, prospective study: 125 subjects
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Indications for Use
Alio is a wireless remote monitoring system intended for use by healthcare providers (HCP) to collect physiological data in clinical and non-clinical settings. The data includes measured hemoglobin (Hgb) and hematocrit (Hct), skin temperature, auscultation sound data, and heart rate. Data is transmitted wirelessly from the SmartPatch wearable sensor to a web-based portal for the HCP's review. The data also include a qualitative indicator of abnormal levels of potassium derived from relative variability of photoplethysmography waveforms and medically accepted threshold values. Alio is intended for use on general care patients who are 18 years of age or older. The SmartPatch sensor is indicated to provide measurement of heart rate, skin temperature, Hgb, Hct and a qualitative risk assessment of the patient having an abnormal potassium level. The SmartPatch sensor is indicated to record and transmit auscultation sound data. For qualitative assessment of abnormal potassium levels, and quantitative measurement of heart rate, skin temperature, Hgb and Hct, the SmartPatch should be placed on an arm based arteriovenous access on patients with end stage kidney disease (ESKD). Alio is a secondary, adjunct patient monitor and is not intended to replace existing standard-of-care patient monitoring practices. Therapeutic management decisions, including management of dyskalemia, should be made based on a complete assessment of the patient's condition and should not be based solely on Alio.
Device Story
Alio is a wireless remote monitoring system comprising a flexible, silicone-encased SmartPatch wearable, a Hub, and a Cloud-based Portal. The SmartPatch collects photoplethysmography (PPG) waveforms, skin temperature, and auscultation sounds from patients with ESKD (placed on AV access) or general care patients. Data transmits via Bluetooth to the Hub, then via cellular connection to the Alio Cloud. An AI/ML algorithm analyzes PPG variability to provide a qualitative indicator of abnormal potassium levels. Clinicians access processed data via the Alio Portal for visualization and review. The system serves as a secondary, adjunct monitor to support clinical decision-making; it does not replace standard-of-care monitoring. Benefits include remote physiological tracking and non-invasive assessment of dyskalemia risk.
Clinical Evidence
Multicenter, prospective clinical study (n=125) validated Alio's ability to quantify Hgb, Hct, and assess abnormal potassium levels compared to standard-of-care blood results. Results demonstrated accurate assessment of potassium, Hgb, and Hct when placed on AV access in ESKD patients, and confirmed continued accuracy for heart rate and auscultation sound recording.
Technological Characteristics
Flexible, silicone-encased wearable patch; Bluetooth connectivity to Hub; cellular uplink to Cloud. Sensing includes PPG, temperature, and acoustic sensors. Complies with IEC 60601-1, IEC 60601-1-11, IEC 80601-2-56, IEC 80601-2-61, IEC 62471, IEC 60529, IEC 60086-4, and ISO 10993 biocompatibility standards. Software follows IEC 62304.
Indications for Use
Indicated for general care patients 18+ years old in clinical and non-clinical settings. Provides heart rate, skin temperature, Hgb, Hct, and qualitative abnormal potassium risk assessment. Records/transmits auscultation sounds. For potassium, Hgb, Hct, and heart rate, sensor must be placed on arm-based arteriovenous access in patients with end-stage kidney disease (ESKD).
Regulatory Classification
Identification
A radiofrequency physiological signal transmitter and receiver is a device used to condition a physiological signal so that it can be transmitted via radiofrequency from one location to another, e.g., a central monitoring station. The received signal is reconditioned by the device into its original format so that it can be displayed.
Masimo Rad-97 Pulse CO-Oximeter and Accessories (K193626)
Submission Summary (Full Text)
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March 17, 2023
Alio, Inc. % Kevin Go, MBA, RAC, CQA Regulatory Consultant ROM+ 2790 Mosside Boulevard, Suite 800 Monroeville, Pennsylvania 15146
Re: K223073
Trade/Device Name: Alio Regulation Number: 21 CFR 870.2910 Regulation Name: Radiofrequency physiological signal transmitter and receiver Regulatory Class: II Product Code: DRG, DOD Dated: February 15, 2023 Received: February 15, 2023
Dear Kevin Go:
We have reviewed your Section 510(k) premarket notification of intent to market the device referenced above and have determined the device is substantially equivalent (for the indications for use stated in the enclosure) to legally marketed predicate devices marketed in interstate commerce prior to May 28, 1976, the enactment date of the Medical Device Amendments, or to devices that have been reclassified in accordance with the provisions of the Federal Food, Drug, and Cosmetic Act (Act) that do not require approval of a premarket approval application (PMA). You may, therefore, market the device, subject to the general controls provisions of the Act. Although this letter refers to your product as a device, please be aware that some cleared products may instead be combination products. The 510(k) Premarket Notification Database located at https://www.accessdata.fda.gov/scripts/cdrh/cfdocs/cfpmn/pmn.cfm identifies combination product submissions. The general controls provisions of the Act include requirements for annual registration, listing of devices, good manufacturing practice, labeling, and prohibitions against misbranding and adulteration. Please note: CDRH does not evaluate information related to contract liability warranties. We remind you, however, that device labeling must be truthful and not misleading.
If your device is classified (see above) into either class II (Special Controls) or class III (PMA), it may be subject to additional controls. Existing major regulations affecting your device can be found in the Code of Federal Regulations, Title 21, Parts 800 to 898. In addition, FDA may publish further announcements concerning your device in the Federal Register.
Please be advised that FDA's issuance of a substantial equivalence determination does not mean that FDA has made a determination that your device complies with other requirements of the Act or any Federal
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statutes and regulations administered by other Federal agencies. You must comply with all the Act's requirements, including, but not limited to: registration and listing (21 CFR Part 807); labeling (21 CFR Part 801); medical device reporting of medical device-related adverse events) (21 CFR 803) for devices or postmarketing safety reporting (21 CFR 4, Subpart B) for combination products (see https://www.fda.gov/combination-products/guidance-regulatory-information/postmarketing-safety-reportingcombination-products); good manufacturing practice requirements as set forth in the quality systems (QS) regulation (21 CFR Part 820) for devices or current good manufacturing practices (21 CFR 4, Subpart A) for combination products; and, if applicable, the electronic product radiation control provisions (Sections 531-542 of the Act); 21 CFR 1000-1050.
Also, please note the regulation entitled, "Misbranding by reference to premarket notification" (21 CFR Part 807.97). For questions regarding the reporting of adverse events under the MDR regulation (21 CFR Part 803), please go to https://www.fda.gov/medical-device-safety/medical-device-reportingmdr-how-report-medical-device-problems.
For comprehensive regulatory information about medical devices and radiation-emitting products, including information about labeling regulations, please see Device Advice (https://www.fda.gov/medicaldevices/device-advice-comprehensive-regulatory-assistance) and CDRH Learn (https://www.fda.gov/training-and-continuing-education/cdrh-learn). Additionally, you may contact the Division of Industry and Consumer Education (DICE) to ask a question about a specific regulatory topic. See the DICE website (https://www.fda.gov/medical-device-advice-comprehensive-regulatoryassistance/contact-us-division-industry-and-consumer-education-dice) for more information or contact DICE by email (DICE@fda.hhs.gov) or phone (1-800-638-2041 or 301-796-7100).
Sincerely,
# Gema Gonzalez -S
Gema Gonzalez, MS Acting Assistant Director DHT3A: Division of Renal, Gastrointestinal, Obesity and Transplant Devices OHT3: Office of GastroRenal, ObGyn, General Hospital and Urology Devices Office of Product Evaluation and Quality Center for Devices and Radiological Health
Enclosure
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# Indications for Use
510(k) Number (if known) K223073
Device Name Alio
### Indications for Use (Describe)
Alio is a wireless remote monitoring system intended for use by healthcare providers (HCP) to collect physiological data in clinical and non-clinical settings. The data includes measured hemoglobin (Hgb) and hematocrit (Hct), skin temperature, auscultation sound data, and heart rate. Data is transmitted wirelessly from the SmartPatch wearable sensor to a web-based portal for the HCP's review.
The data also include a qualitative indicator of abnormal levels of potassium derived from relative variability of photoplethysmography waveforms and medically accepted threshold values.
Alio is intended for use on general care patients who are 18 years of age or older. The SmartPatch sensor is indicated to provide measurement of heart rate, skin temperature, Hgb, Hct and a qualitative risk assessment of the patient having an abnormal potassium level. The SmartPatch sensor is indicated to record and transmit auscultation sound data. For qualitative assessment of abnormal potassium levels, and quantitative measurement of heart rate, skin temperature, Hgb and Hct, the SmartPatch should be placed on an arm based arteriovenous access on patients with end stage kidney disease (ESKD).
Alio is a secondary, adjunct patient monitor and is not intended to replace existing standard-of-care patient monitoring practices. Therapeutic management decisions, including management of dyskalemia, should be made based on a complete assessment of the patient's condition and should not be based solely on Alio.
| Type of Use (Select one or both, as applicable) | |
|---------------------------------------------------------------------------------------------------------------|-------------------------------------------------------------------------------------------------------------|
| <div> <span> Prescription Use (Part 21 CFR 801 Subpart D) </span> </div> | <div> <span> Over-The-Counter Use (21 CFR 801 Subpart C) </span> </div> |
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K223073 Page 1/5
Alio
# 510(k) Summary
DATE PREPARED
March 17, 2022
### MANUFACTURER AND 510(k) OWNER
Alio, Inc. 10901 W. 120th Ave., Suite 380 Broomfield, CO 80021 USA Telephone: 855-979-1600 Official Contact: Kimberly Snyder, Vice President of Quality
### REPRESENTATIVE/CONSULTANT
Kevin Go, MBA, RAC, CQA Allison Komiyama, Ph.D., RAC RQM+ Telephone: 630-272-1282 Email: KGo@rqmplus.com AKomiyama@rqmplus.com
### DEVICE INFORMATION
| Proprietary Name/Trade Name: | Alio |
|------------------------------|-----------------|
| Common Name: | Alio |
| Regulation Number: | 21 CFR 870.2910 |
| Class: | Class II |
| Product Code: | DRG, DQD |
### PREDICATE DEVICE IDENTIFICATION
Alio is substantially equivalent to the following predicates:
| 510(k) Number | Predicate Device Name / Manufacturer | Predicate/Reference |
|---------------|----------------------------------------------------|---------------------|
| K211365 | Alio Medical Remote Monitoring System | Predicate |
| K182887 | Masimo Rad-67 Pulse CO-Oximeter and<br>Accessories | Reference |
| K181956 | Masimo MightSat Pulse Oximeter | Reference |
| K142209 | Pulse oximeter NBM-200 | Reference |
| K193626 | Masimo Rad-97 Pulse CO-Oximeter and<br>Accessories | Reference |
### DEVICE DESCRIPTION
Alio is a wireless remote monitoring system intended for use by healthcare providers (HCP) to collect physiological data in clinical and non-clinical settings. Alio is intended to be used on general care patients and patients with end stage kidney disease (ESKD), who are 18 years of age
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or older in clinical and non-clinical settings. Alio includes the following components:
#### ● Alio SmartPatch
The Alio SmartPatch is a flexible, silicone-encased patch designed to be worn between the cannulation sites of the arteriovenous (AV) fistula or graft for up to seven days. It houses numerous sensor technologies which collect data for the derivation of physiologic parameters including hemoglobin, hematocrit, an assessment of normal or abnormal (hyper or hypokalemic) levels of serum potassium (K+), skin temperature, auscultation sound data, and heart rate. The data from the sensors is transmitted from the SmartPatch to the Alio Hub via a bluetooth connection. The data is then transmitted to the Alio Cloud, via the Alio Hub, where it is analyzed and made available to a clinical care team via the Alio Portal.
- . Alio Hub
The Alio Hub is designed for use in clinical and non-clinical use settings. It automatically communicates with the activated Alio SmartPatch via Bluetooth and uploads physiological data to the Alio Cloud via cellular connection.
- Alio Cloud
The Alio Cloud allows clinicians to access patient data collected via the Alio SmartPatch and wirelessly transferred from the Alio Hub to the secure server (the Alio Cloud).
- . Alio Portal
The Alio Portal stores data received from the Alio Cloud database that supports storage, analytics, system monitoring and visualization capabilities. This data is encrypted and HIPAA compliant. The Alio Portal also serves as the interface with the HCP who can then visualize and interact with data being generated by the system.
### INDICATIONS FOR USE
Alio is a wireless remote monitoring system intended for use by healthcare providers (HCP) to collect physiological data in clinical and non-clinical settings. The data includes measured hemoglobin (Hgb) and hematocrit (Hct), skin temperature, auscultation sound data, and heart rate. Data is transmitted wirelessly from the SmartPatch wearable sensor to a web-based portal for the HCP's review.
The data also include a qualitative indicator of abnormal levels of potassium derived from relative variability of photoplethysmography waveforms and medically accepted threshold values.
Alio is intended for use on general care patients who are 18 years of age or older. The SmartPatch sensor is indicated to provide measurement of heart rate, skin temperature, Hgb, Hct and a qualitative risk assessment of the patient having an abnormal potassium level. The SmartPatch sensor is indicated to record and transmit auscultation sound data. For qualitative assessment of abnormal potassium levels, and quantitative measurement of heart rate, skin temperature, Hgb and
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Hct, the SmartPatch should be placed on an arm based arteriovenous access on patients with end stage kidney disease (ESKD).
Alio is a secondary, adjunct patient monitor and is not intended to replace existing standard-ofcare patient monitoring practices. Therapeutic management decisions, including management of dyskalemia, should be made based on a complete assessment of the patient's condition and should not be based solely on Alio.
### COMPARISON OF TECHNOLOGICAL CHARACTERISTICS
Alio, Inc. believes that Alio is substantially equivalent to the predicate devices based on the information summarized here:
Alio received previous clearance as the Alio Remote Monitoring System in K211365. This submission introduces several changes to the previously cleared device including:
- Expanding the indications for use to include measurements of hemoglobin (Hgb) and hematocrit (Hct) and a qualitative indicator of abnormal potassium levels. Additionally, the device is being indicated for both clinical and non-clinical settings.
- Addition of an artificial intelligence/machine learning (AI/ML) algorithm used in the ● calculation of the new physiologic parameters
- Modification of the adhesive used to secure the device to the patient
- Minor cosmetic dimensional changes to the Alio SmartPatch ●
Alio and Alio Medical Remote Monitoring Svstem (K211365) have the same intended use and similar indications, technological characteristics and principles of operation. The differences described above do not present any new issues of safety or effectiveness and have undergone nonclinical and clinical testing to ensure the device is as safe and effective as the predicates.
### SUMMARY OF NON-CLINICAL TESTING
Nonclinical verification and validation test results established that the device meets its design requirements and intended use, that it is as safe, as effective, and performs as well as the predicate devices, and that no new issues of safety and effectiveness were raised. Alio was designed, verified, and validated according to the company's Design Control process and has been subjected to extensive safety and performance testing as shown in the test results provided in this submission. Verification and Validation testing data demonstrate that the device meets all of its specifications including compliance with the following standards:
### Safety
- IEC 60601-1 3rd Ed.
- IEC 60601-1-11:2010 ●
- IEC 80601-2-56:2017 ●
- IEC 80601-2-61:2017 ●
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- IEC 62471:2008 ●
- IEC 60529:2013 ●
- IEC 60086-4:2019 ●
# EMC
- IEC 60601-1-2:2007/2014 ●
- FCC Part 15 Radio Frequency Devices, Subpart B Unintentional Radiators ●
# Software
- IEC 62304:2006/A1:2015
- FDA Guidance document, "Guidance for the Content of Premarket Submissions ● for Software Contained in Medical Devices" and "Content of Premarket Submission for Management of Cybersecurity in Medical Devices."
# Usability
- IEC 62366-1:2007/2015
- FDA Guidance document, "Applying Human Factors and Usability Engineering ● to Medical Devices"
Biocompatibility
- ISO 10993-5:2009
- ISO 10993-10:2010 ●
- ISO 10093-23:2021 ●
# SUMMARY OF CLINICAL TESTING
An IRB-approved clinical study has been conducted to validate the ability of Alio to quantify the new measurements and support the proposed expanded indications. Alio was studied in a multicenter, prospective study with 125 subjects. The purpose of this investigational study is to establish the accuracy of Alio in the assessment of abnormal potassium levels, and measurement of Hzb and Hct, compared to the standard of care blood results and heart rate.
The clinical validation study evaluated patients within the defined Hgb and Hct reference ranges (7-15 g/dL Hgb, 21-45% Hct) with only a single value recorded outside the ranges. The results of the study demonstrate that Alio can accurately assess abnormal potassium levels and measure hemoglobin (Hgb) and hematocrit (Hct) when placed on an arteriovenous access site in patients with ESKD. The results further confirm that Alio can still accurately measure heart rate and record auscultation sound data at the new location. In conclusion, the results of this IRB study support the safety and efficacy of the device for the clinical intended use.
# CONCLUSION
Based on the information submitted in this premarket notification, and based on the indications
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| | K223073 | |
|-------------------------------------------|----------|------|
| Traditional 510(k) Premarket Notification | Page 5/5 | Alio |
for use, technological characteristics and performance testing, Alio raises no new questions of safety and effectiveness and is substantially equivalent to the predicate devices in terms of safety, efficacy, and performance
Two short videos show you everything — or skip straight to the written tutorial if you'd rather read. You can reopen this any time from the Tutorial button in the top bar.
Part 1 — Search, results, and everyday workflows 16 min
Part 2 — Embeddings: the galaxy map 3 min
1. Search: exact and fuzzy
Type a phrase like "coronary artery calcification" into the search box. You get two kinds of results. Exact results match the literal phrase — prefix searches work ("coronary artery calcificati") but suffix searches do not. Fuzzy results match on the meaning and intent of your phrase rather than the exact words, and are sorted by relevance score. Hover over the Exact or Fuzzy badge on any row to see exactly why it matched.
Use the checkboxes above the results to narrow: SaMD keeps only software-only devices, AI / ML keeps only devices with AI.
Exact vs. fuzzy search: what's the difference?
Exact matches on the literal phrase (prefix search works, suffix does not). Fuzzy matches on the meaning and intent of the phrase rather than the exact words. Hover over the badge on any row to see why it matched.
You search "coronary artery calcification" and want only software devices with AI. What two filters do you apply?
Narrow by SaMD (software-only devices), then narrow by AI/ML (devices with AI).
2. The results table
Scroll right in the results table. The intended use is extracted for you — no need to open the PDF. The device story gives a high-level snapshot of what the device does and how it's used. The AI Performance sub-table shows each output name, acceptance criteria, observed values, and development/test dataset descriptions — the same format Innolitics uses for regulatory strategy outputs, and the fastest high-level fingerprint of an AI device. It is AI-generated but has been very reliable in practice.
Where do you find a device's intended use without opening the PDF?
Scroll right in the search results table. The intended use column is extracted for you; no need to dig into the 510(k) summary PDF.
What does the AI Performance sub-table show, and why is it useful?
Output name, acceptance criteria, observed values, development dataset description, and test dataset description. It's the same format we use for regulatory strategy output and Fast 510(k) input, and the fastest high-level fingerprint of an AI device. AI-generated but reliable in practice.
3. Judging fuzzy relevance
Fuzzy results trail off in relevance as you scroll. Use three signals to decide how far down to go: the fuzzy badge explanations, the intended use column, and whether your target output (e.g., Cobb angle) still appears in the AI Performance sub-table. Once it stops appearing, you're past the relevant zone. A top hit with a low score (~0.4) and a stretched explanation is a hint the closest predicates are far away — the project may be headed for De Novo. Note the fuzzy search is a pattern match: it doesn't handle negation ("not") well, and hardware devices can appear — filter by SaMD/AI ML to cut them.
How do you judge how far down fuzzy search results to go?
Use the relevancy signals: the fuzzy badge explanations, the intended use column, and whether the target output (e.g., Cobb angle) still appears in the AI Performance sub-table. Once it stops appearing, results are trailing off in relevancy.
4. Device detail page: chat and citations
Click a device name to open its detail page: device facts on the left, a chat window on the right. Ask something like "Describe the training data". The answer carries little citation bubbles — click one to jump to the highlighted passage in the source PDF, so you can verify every AI answer against the document. There's also a Download PDF button for sharing.
How do you verify an AI chat answer on the device detail page?
Click the citation bubbles to jump to the relevant highlight in the source document.
Reading rule for every project: how many summaries do you read in full?
At least the three most relevant 510(k) or De Novo summaries, in full. After that, use targeted chat questions to confirm your memory quickly. The tool supports this professional habit — it doesn't replace it.
5. Side-by-side comparison
Select multiple rows in the results table (aim for under ~10), then open the PDF Viewer tab. Ask one question — it goes to all selected devices in parallel, each with citations. This is the fastest way to compare and contrast devices: training data, PCCP scope, how they handled adding new scanners, and so on.
What does the side-by-side PDF viewer mode do?
Select multiple devices, open the PDF viewer tab, and ask one question (e.g., "Describe the training data"). It queries all selected devices simultaneously with citations, so you can compare and contrast quickly.
6. Collections
With rows selected, go to the Collections tab and create a labeled collection (e.g., "Cobb Angle Project"). Reload that selection any time — before a client call, pull up the collection and ask questions across all of its devices at once.
How do you save a set of selected devices for later use?
Select the rows, go to the Collections tab, and create a labeled collection (e.g., "Cobb Angle Project"). You can reload the selection anytime and carry it into the PDF viewer and other tabs that support selections.
7. Product codes and the regulations tree
Click a product code in the results to jump to it in the regulations tree — identification text, sibling product codes, and devices you can open in a PDF viewer on the right. Click a regulation number to see its identification, special controls, and related product codes. You can also search by product code or regulation number at the top of the tree. Always read the special controls if any exist for your device — it broadens your search and sharpens pre-kickoff research.
What can you do from the regulations tree view?
Browse product codes and regulation numbers, read the identification text and special controls, browse sibling product codes, open device PDFs on the right, and search by product code or regulation number at the top of the tree.
8. Chart view
Click Show Chart and segment by regulation number (or product code) to see which regulations dominate your result set. Clicking a regulation takes you into the regulations tree. Great for spotting that most matches are, say, hardware laparoscopic devices — a cue to go back and filter.
How do you see which regulations dominate a search result set?
Click "Show Chart" and segment by Regulation Number. Clicking a regulation takes you to the regulations tree.
9. The predicate graph
Open the Predicates tab for a family-tree view of predicate relationships. Click a node to trace its parents and children; selections from search carry over pre-selected. Commonly predicated devices are worth reading — a lot of people predicated them for a reason. The visual lineage is also handy on client calls, e.g. to show how a predicate family evolved and justify why your predicate still holds.
In the predicate graph, why are commonly predicated devices worth reading?
A lot of people predicated them for a reason. Clicking a node traces parents and children, and selections from search carry over pre-selected.
10. Embeddings: the galaxy map
The Embeddings tab plots every matching document in a 2-D "galaxy map" where semantically similar devices cluster together. Hover or click clusters to explore, and let AI label the clusters for you. Embeddings beat product codes for grouping: two devices can carry different product codes (LLZ vs. QIH) yet do the same thing — the embedding captures the meaning of the intended use and device story. This is also exactly how retrieval-augmented generation (RAG) works under the hood, and it makes a great visual on client calls.
Try it yourself
Head to the search page and work through a few of these AI/ML fuzzy searches to build intuition: perivascular fat on CT · aortic valve calcification opportunistic screening on noncontrast CT · breast cancer prediction on digital pathology slides · autism detection · gestational age prediction · a hearing aid that can also detect a pulse · foundation model based analysis of ECG · large language models · penetration test. Watch how the relevance scores, intended use, and AI Performance tables tell you when results stop being meaningful.