K123559 · Biotest Medical Corp. · NBW · Jun 28, 2013 · Clinical Chemistry
Device Facts
Record ID
K123559
Device Name
SOLUSMOBILE BLOOD GLUCOSE MANAGMENT SYSTEM
Applicant
Biotest Medical Corp.
Product Code
NBW · Clinical Chemistry
Decision Date
Jun 28, 2013
Decision
SESE
Submission Type
Traditional
Regulation
21 CFR 862.1345
Device Class
Class 2
Indications for Use
The SOLUSmobile Blood Glucose Management System is intended for use in the quantitative measurement of glucose in fresh capillary whole blood from the finger and the forearm. It is intended for use by a single patient with diabetes mellitus at home as an aid in monitoring the effectiveness of a diabetes control program, and should not be shared. The SOLUSmobile Blood Glucose Management System is not intended for the diagnosis of or screening for diabetes mellitus, nor for use in neonates. The alternative site testing (forearm) in this system can only be used during steady-state blood glucose conditions. This system contains an audible readout function that provides an audible message of test results for users. The SOLUSmobile Blood Glucose Management System uses cellular data transmission to send test results to a remote central data repository, Telemed-Gluconet.
Device Story
SOLUSmobile (Model 6134) is an in vitro diagnostic blood glucose monitoring system. Input: fresh capillary whole blood applied to test strips. Principle: glucose-reagent reaction generates electrical current proportional to glucose concentration; meter calculates and displays quantitative result (mg/dL or mmol/L). Operation: single-patient home use; patient inserts strip, applies blood, views result on LCD or hears audible readout. Key feature: embedded cellular module transmits data to Telemed-Gluconet cloud server. Modifications from predicate include wireless cellular transmission, airplane mode, rechargeable Li-polymer battery, backlight, earphone jack, and physical dimension changes. Output: glucose concentration; enables patient to monitor diabetes control program effectiveness. Benefits: facilitates remote data tracking and management for patients and providers.
Clinical Evidence
No new clinical diagnostic performance data required; analytical performance, accuracy, and interference studies were previously established via predicate (k093764). Usability studies (n=80 total) confirmed ease of use for new features (wireless transmission, airplane mode, backlight, earphone jack). Memory storage and synchronization testing confirmed 100% accurate transmission of 500 glucose measurements to the central repository.
Technological Characteristics
Electrochemical glucose oxidase biosensor. Rechargeable Li-polymer battery. Embedded cellular communications module. LCD display with backlight. Earphone jack for audible output. Micro USB port. Dimensions: modified from predicate (longer, wider, thicker). Sterilization and biocompatibility equivalent to predicate.
Indications for Use
Indicated for single-patient home use by individuals with diabetes mellitus to monitor glucose levels in fresh capillary whole blood (finger/forearm). Not for neonates, diagnosis, or screening. Alternative site testing restricted to steady-state conditions.
Regulatory Classification
Identification
A glucose test system is a device intended to measure glucose quantitatively in blood and other body fluids. Glucose measurements are used in the diagnosis and treatment of carbohydrate metabolism disorders including diabetes mellitus, neonatal hypoglycemia, and idiopathic hypoglycemia, and of pancreatic islet cell carcinoma.
Special Controls
*Classification.* Class II (special controls). The device, when it is solely intended for use as a drink to test glucose tolerance, is exempt from the premarket notification procedures in subpart E of part 807 of this chapter subject to the limitations in § 862.9.
Predicate Devices
SOLO V2 Blood Glucose Management System (Model 6131) (k093764)
Submission Summary (Full Text)
{0}
# 510(k) SUBSTANTIAL EQUIVALENCE DETERMINATION DECISION SUMMARY ASSAY AND INSTRUMENT COMBINATION TEMPLATE
A. 510(k) Number:
k123559
B. Purpose for Submission:
Modification of previously cleared device to add wireless data management feature, earphone jack and rearrangement of buttons on device.
C. Measurand:
Capillary whole blood glucose
D. Type of Test:
Quantitative, glucose oxidase
E. Applicant:
Biotest Medical Corporation
F. Proprietary and Established Names:
SOLUSmobile Blood Glucose Management System, Model 6134
G. Regulatory Information:
1. Regulation section:
21 CFR 862.1345 Glucose Test System
21 CFR 862.1660, Quality Control Material (assayed and unassayed)
2. Classification:
Class II, Class I
3. Product code:
NBW - Blood glucose test system, over the counter
CGA - Glucose oxidase, glucose test system
JJX – Quality Control Material
{1}
4. Panel:
Clinical Chemistry
H. Intended Use:
1. Intended use(s):
Refer to indications for use below.
2. Indication(s) for use:
SOLUSmobile Blood Glucose Management System (Model 6134)
The SOLUSmobile Blood Glucose Management System is intended for use in the quantitative measurement of glucose in fresh capillary whole blood from the finger and the forearm. It is intended for use by a single patient with diabetes mellitus at home as an aid in monitoring the effectiveness of a diabetes control program, and should not be shared. The SOLUSmobile Blood Glucose Management System is not intended for the diagnosis of or screening for diabetes mellitus, nor for use in neonates. The alternative site testing (forearm) in this system can only be used during steady-state blood glucose conditions. This system contains an audible readout function that provides an audible message of test results for users. The SOLUSmobile Blood Glucose Management System uses cellular data transmission to send test results to a remote central data repository, Telemed-Gluconet.
SOLUSmobile Blood Glucose Test Strips
The SOLUSmobile Blood Glucose Test Strips are to be used with the SOLUSmobile Blood Glucose Meter to quantitatively measure glucose in fresh capillary whole blood from the finger and the forearm. These test strips are intended for use by a single patient with diabetes mellitus at home and should not be shared. They are not indicated for the diagnosis of or screening for diabetes mellitus, nor for use in neonates. Forearm testing should be done only during steady-state blood glucose conditions.
SOLUSmobile Control Solutions
The SOLUSmobile Control Solutions are for use with the SOLUSMobile Blood Glucose Meter and SOLUSMobile Test Strips to check that the meters and test strips are working together properly and that the test is performing correction. A control test that falls within the acceptable range indicates the user technique is appropriate and the test strip and meter are functioning properly.
3. Special conditions for use statement(s):
- It is not intended for the diagnosis of or screening for diabetes mellitus
- Not intended for use on neonates.
- For in vitro diagnostic use only, over-the-counter use, and prescription use.
- The device should not be used for patients who are dehydrated, in shock, critically ill, or experiencing a hyperglycemic-hyperosmolar state.
- AST results should not be used for calibration of continuous glucose monitors
- AST results should not be used in insulin dose calculations
{2}
4. Special instrument requirements:
SOLUSmobile Glucose Meter, Model 6134
I. Device Description:
The SOLUSmobile Blood Glucose Management System (Model 6134) starter kit consists of the following components: the SOLUSmobile Glucose Meter (Model 6134), SOLUSmobile blood glucose test strips, User Guide, Quick Start Guide, Log Book, Protective Case, control solution (low), sterile lancets, lancing device, package inserts for test strips, control solution, and lancets/lancing device, battery charger, and charging cable. High and Low levels of control solutions may be purchased separately. The control solutions were previously cleared under k032029. The meter comes with a speaking function with an earphone jack for audible test results, however, this device is not intended for visually impaired users.
J. Substantial Equivalence Information: 1. Predicate device name(s):
SOLO V2 Blood Glucose Management System (Model 6131)
2. Predicate 510(k) number(s):
k093764
3. Comparison with predicate:
| Item | Predicate Device: SOLO V2 (K093764) | Candidate Device: SOLUSmobile (k123559) |
| --- | --- | --- |
| Intended Use | The SOLO V2 Blood Glucose Management system (Model 6131) is intended for use in the quantitative measurement of glucose in fresh capillary whole blood from the finger and the forearm. It is intended for use by healthcare professionals and people with diabetes mellitus at home and as an aid in Management the effectiveness of a diabetes control program. The SOLO V2 Blood Glucose Management system (Model 6131) is not intended for the diagnosis of or screening for diabetes mellitus, nor for use in neonates. | Same |
{3}
| | The alternative site testing (AST) in this system can only be used during steady-state blood glucose conditions.
This system contains speaking function that provides an audible message of test results for users with low vision. | |
| --- | --- | --- |
| Enzyme | Glucose oxidase(Aspergillus niger) | Same |
| Temperature compensation | Automatic compensation with built-in thermister | Same |
| Sample volume | 0.7 uL | Same |
| Measurement Range | 20 - 600 mg/dL | Same |
| Reaction time | 6 seconds | Same |
| Operating condition | 10 °C to 40 °C, relative humidity 20%~80% | Same |
| Memory feature | 500 measurements with day and time | Same |
| Day average | 7-, 14-, 28-, 60-, 90- day average glucose result | Same |
| Auto Shut Off | Yes | Same |
| Alarm | Beeping sound and/or error message in LCD display | Same |
| Test strip calibration | No code strip is needed. The meter and the test strip should have the same reference number printed on the meter box and on the test strip box and vial. The meter also displays the reference number when inserting the test strip. | Same |
| Speaking (audible read out) Function | Yes | Yes |
| Alternative Sites | Forearm | Same |
| Data download function. | Yes, the meter can | This feature is replaced by |
{4}
| | download the test data to a PC. | automatic wireless data transmission capable of sending the test results over the wireless cellular network to a Central Data Repository at a preset time interval in a day. |
| --- | --- | --- |
| Power | Alkaline AAA 1.5 V battery x 2 | 3.7V/1000mAh rechargeable Li- polymer battery |
| Size(mm) | 100(L)x55(W)x18(H) | 119(L)x58.3(W)x20.8(H) |
| Weight (g) | 90 g | 115 g |
| Item | Predicate: SuperCheck 1 Control Solution (k091815) | Candidate: SOLUSmobile Control solution (k123559) |
| --- | --- | --- |
| Similarities | | |
| Number of Levels | 2 | Same |
| Matrix | Buffer aqueous with glucose, sodium benzoate, viscosity modifier and non-reactive ingredient | Same |
| Storage Temperature | 46 - 86°F (8 - 30°C) | Same |
| Traceability | Traceable to NIST SRM 917A Clinical Dextrose | Same |
| Differences | | |
| Nomenclature | Low, High | Level I, Level III |
# K. Standard/Guidance Document Referenced (if applicable):
1. ISO 11137-1:2006 Sterilization of Health Care Products—Radiation—Part 1: Requirements for Development, Validation, and Routine control of a sterilization process for medical devices
2. IEC/IEN 61010-1: 2001 Safety Requirements for Electrical Equipment for Measurement, Control and Laboratory Use. General Requirements.
3. IEC/IEN 61010-2-101 Part 2-101: Particular Requirements for in vitro Diagnostic (IVD) Medical Equipment.
4. IEC 61326-2-6:2012 Electrical Equipment for Measurement, Control and Laboratory Use - EMC Requirements - Part 2-6: Particular Requirements
5. ISO 14971: 2007 Medical Devices—Application of Risk Management to Medical Devices.
6. ISO 15197:2003 In vitro Diagnostic Test Systems - Requirements for Blood-Glucose Monitoring Systems for Self-Testing in Managing diabetes mellitus.
7. BS EN ISO 13640:2002 Stability Testing of in vitro Diagnostic Reagents
{5}
L. Test Principle:
The SOLUSmobile Glucose Meter utilizes a glucose oxidase enzyme as the standard dry reagent assay for glucose in whole blood. This enzyme assay, with a redox chemical "mediator" reaction, is used to generate an electrical current proportional to the glucose concentration in the blood sample. The system is designed as an amperometric measurement device using current generated for the redox reaction as the measureable response.
M. Performance Characteristics (if/when applicable):
1. Analytical performance:
a. Precision/Reproducibility:
Precision previously established in the SOLO V2 Blood Glucose Management system, Model 6131 (k093764) submission.
b. Linearity/assay reportable range:
Linearity previously established in the SOLO V2 Blood Glucose Management system, Model 6131 (k093764) submission.
c. Traceability, Stability, Expected values (controls, calibrators, or methods):
Stability of the SOLUSmobile Blood Glucose Test Strips was previously established in the SOLO V2 Blood Glucose Management system, Model 6131 (k093764) submission.
Value assignment and stability of the control solutions were previously established under k032029.
d. Detection limit:
The measuring range of the SOLUSmobile Blood Glucose Management System (Model 6134) is 20 to 600 mg/dL. This range was verified by the linearity study (see section M.1.b of this decision summary).
e. Analytical specificity:
Interference study previously established in the SOLO V2 Blood Glucose Management system, Model 6131 (k093764) submission.
Hematocrit Study:
Hematocrit study previously established in the SOLO V2 Blood Glucose Management system, Model 6131 (k093764) submission.
Altitude Study:
The effect of varying altitudes previously established in the SOLO V2 Blood Glucose Management system, Model 6131 (k093764) submission.
Humidity Study:
The effect of humidity previously established in the SOLO V2 Blood Glucose Management system, Model 6131 (k093764) submission.
{6}
Temperature Study:
The effect of temperature previously established in the SOLO V2 Blood Glucose Management system, Model 6131 (k093764) submission.
f. Assay cut-off:
Not applicable
2. Comparison studies:
a. Method comparison with predicate device:
Comparison studies were performed with the YSI-2300 reference method. System accuracy, lay-user performance evaluation, and a visually impaired user study was previously performed and established in the SOLO V2 Blood Glucose Management system, Model 6131 (k093764) submission.
b. Matrix comparison:
Not applicable
3. Clinical studies:
a. Clinical Sensitivity:
Not applicable
b. Clinical specificity:
Not applicable
c. Other clinical supportive data (when a. and b. are not applicable):
Not applicable
4. Clinical cut-off:
Not applicable
5. Expected values/Reference range:
Expected plasma blood glucose values for normal, non-diabetic adults are as follows:
Before eating
< 100
{7}
mg/dL Two hours after meals < 140
mg/dL
Reference: American Diabetes Association: Diabetes Care, January 2013, volume 36 (suppl. 1) S67-S74.
## N. Instrument Name:
SOLUSmobile Glucose Meter, Model 6134
## O. System Descriptions:
1. Modes of Operation:
Each test strip is single use and must be replaced with a new strip for additional readings. The labeling and user guide specify the lancet and the strip are for single use only and instruct the user to discard immediately after use.
Does the applicant’s device contain the ability to transmit data to a computer, webserver, or mobile device?:
Yes ☐ X or No ☐
Does the applicant’s device transmit data to a computer, webserver, or mobile device using wireless transmission?:
Yes ☐ X or No ☐
2. Software:
FDA has reviewed applicant’s Hazard Analysis and software development processes for this line of product types:
Yes ☐ X or No ☐
{8}
3. Specimen Identification:
There is no sample identification function with this device. Samples are applied directly to the test strip as they are collected.
4. Specimen Sampling and Handling:
This device is intended to be used with capillary whole blood from the finger and the forearm (AST) which can be applied directly to the test strip.
5. Calibration:
No coding. The meter and test strip have the same reference number printed on the meter box and on the test strip box and vial.
6. Quality Control:
The sponsor provides two levels of controls (Level I and Level III) with this glucose monitoring system. When the test strip is inserted into the meter, each control can be measured by following the instructions for “Running a Control Solution Test” provided in the User Manual for the meter. An acceptable range for each control level is printed on the test strip vial label. The user is instructed to contact a customer assistance line during operational hours or a healthcare provider outside hours of operation if the control results fall outside these ranges. Controls values and value ranges are assigned as described in section M.1.c of this decision summary.
P. Other Supportive Instrument Performance Characteristics Data Not Covered In The "Performance Characteristics" Section above:
1. Infection Control:
The device system is intended for single-patient use only. Disinfection efficacy studies were performed on the material comprising the meter and lancing device by an outside commercial testing demonstrating complete inactivation of hepatitis B virus (HBV) with the chosen disinfectant, Clorox® Bleach Germicidal Wipes (EPA Reg No: 67619-12).
Robustness studies were also performed by the sponsor demonstrating that there was no a change in performance or external materials of the meter and lancing device after 11,000 cleaning and 11,000 disinfection cycles, using Clorox® Bleach Germicidal Wipes to simulate 3 years of use by layusers. Labeling was reviewed for adequate instructions for the validated cleaning and disinfection procedures.
2. Readability:
A Flesch-Kincaid analysis was conducted and the resulting grade level at which the device labeling is written is as follows:
| Labeling | Flesch-Kincaid Grade Level Score |
| --- | --- |
| User's Manual | 7.8 |
| Test Strip Inserts | 7.6 |
{9}
Control Solution Inserts 7.3
3. **EMC:**
EMC testing was evaluated and certified by MET Laboratories, Inc. and Verification of Compliance certificates provided.
4. **Usability Studies:**
A cellular functions usability study was performed at three sites using 60 total participants. The purpose of the study was to demonstrate that the intended use population can easily use the new features of this meter (automatic wireless data transmission feature, addition of an airplane mode button, addition of a backlight, addition of an ear phone jack, and a rearrangement of control button). Each participant could read and understand English and the participant ages ranged from 21 to 63. Each participant completed the usability test utilizing only the User’s Guide and all participants indicated that the meter was easy to use.
An additional usability study was conducted using 20 participants, ages ranging from 22 – 54. All of the participants had prior experiences with using a computer. The participants were given a user’s guide written in English and were allowed to ask customer service representatives if they had any questions. In this study, the voice level feature was evaluated, along with the earphone jack accessory in which the audible output was evaluated as well. Each user tested the airplane mode feature and at the end of the study each participant completed a questionnaire to evaluate the ease of use of the SOLUSmobile meter. All participants indicated that the meter was easy to use.
5. **Data Transmission:**
The effectiveness and reliability of the data transmission (manual and automatic) functions were evaluated through memory storage and synchronization testing.
In the memory storage study, the accuracy of transmission of 500 glucose measurements (memory capacity of meter which includes day and time of glucose measurement) from the meter to the central data repository was evaluated on two separate occasions. The results of the memory storage study demonstrated accurate and reliable transmission of every glucose measurement from the meter to the central data repository.
In the synchronization study, the automatic transmission of glucose measurements was evaluated as a part of the cellular functions usability study. Each participant synchronized and transmitted glucose test results, in three replicates, from their meter to the central data repository. The results of the study demonstrated accurate and reliable transmission of every glucose measurement from the meter to the central data repository.
**Q. Proposed Labeling:**
The labeling is sufficient and it satisfies the requirements of 21 CFR Part 809.10.
**R. Conclusion:**
The submitted information in this premarket notification is complete and supports a substantial equivalence decision.
Predicate graph will load when search results are available.
Embedding visualization will load when search results are available.
PDF viewer will load when search results are available.
Loading panels...
Select an item from Submissions
Click any panel, subpart, regulation, product code, or device to see details here.
Section Matches
Results will appear here.
Product Code Matches
Results will appear here.
Special Control Matches
Results will appear here.
Loading collections...
Loading
My Alerts
You will receive email notifications based on the filters and frequency you set for each alert.
Sort by:
Create Alert
Search Filters
Agent Token
Create a read-only bearer token for Claude, ChatGPT, or other agents that can call HTTP APIs.
Copy this now. It will not be shown again.
Connected apps
Apps you authorized through browser sign-in. Disconnecting revokes their access immediately.
Learn the FDA Browser
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.