EXALT Model B Single-Use Bronchoscope (Slim), EXALT Model B Single-Use Bronchoscope (Regular), EXALT Model B Single-Use Bronchoscope (Large), EXALT Monitor
K211030 · Boston Scientific Corporation · EOQ · Aug 9, 2021 · Ear, Nose, Throat
Device Facts
Record ID
K211030
Device Name
EXALT Model B Single-Use Bronchoscope (Slim), EXALT Model B Single-Use Bronchoscope (Regular), EXALT Model B Single-Use Bronchoscope (Large), EXALT Monitor
Applicant
Boston Scientific Corporation
Product Code
EOQ · Ear, Nose, Throat
Decision Date
Aug 9, 2021
Decision
SESE
Submission Type
Traditional
Regulation
21 CFR 874.4680
Device Class
Class 2
Attributes
Therapeutic
Indications for Use
The EXALT Model B Single-Use Bronchoscope is intended for use with the EXALT Monitor for endoscopic procedures within the airways and tracheobronchial tree. The EXALT Monitor is intended for use with a Boston Scientific single-use endoscope for endoscopic diagnosis, treatment, and video observations.
Device Story
EXALT Model B is a sterile, single-use flexible bronchoscope (Slim, Regular, Large) used with the EXALT Monitor for airway/tracheobronchial tree visualization and procedures. The bronchoscope captures live video via a tip-mounted sensor and transmits signals to the Monitor. The Monitor processes these signals, displays video on an integrated 12.3" screen, controls tip illumination brightness, and allows image/video export. Used in clinical settings by physicians for diagnosis and treatment. The system facilitates accessory delivery (Regular/Large sizes) and provides high-resolution visualization to assist clinical decision-making during bronchoscopy. Benefits include single-use sterility, eliminating reprocessing requirements.
Clinical Evidence
Bench testing only. Performance evaluated per ISO 8600 series (insertion width, working channel, articulation, resolution, light output, etc.). Biocompatibility per ISO 10993-1. Electrical safety/EMC per AAMI/ANSI ES60601-1, IEC 60601-1-2, and IEC 60601-2-18.
Technological Characteristics
Sterile, single-use flexible bronchoscope (Slim, Regular, Large). Optical/mechanical features: 90° FOV, 0° DOV, 6-50mm DOF, 60cm working length. Monitor: 12.3" display, 2736x1824 resolution, 85GB storage, 1.5-hour battery. Connectivity: video output to secondary monitors and external capture systems. Standards: ISO 8600 (performance), ISO 10993-1 (biocompatibility), AAMI/ANSI ES60601-1, IEC 60601-1-2, IEC 60601-2-18 (safety/EMC).
Indications for Use
Indicated for patients requiring endoscopic procedures within the airways and tracheobronchial tree for diagnosis, treatment, and video observation.
Regulatory Classification
Identification
A bronchoscope (flexible or rigid) and accessories is a tubular endoscopic device with any of a group of accessory devices which attach to the bronchoscope and is intended to examine or treat the larynx and tracheobronchial tree. It is typically used with a fiberoptic light source and carrier to provide illumination. The device is made of materials such as stainless steel or flexible plastic. This generic type of device includes the rigid ventilating bronchoscope, rigid nonventilating bronchoscope, nonrigid bronchoscope, laryngeal-bronchial telescope, flexible foreign body claw, bronchoscope tubing, flexible biopsy forceps, rigid biopsy curette, flexible biopsy brush, rigid biopsy forceps, flexible biopsy curette, and rigid bronchoscope aspirating tube, but excludes the fiberoptic light source and carrier.
{0}------------------------------------------------
Image /page/0/Picture/0 description: The image contains the logos of the Department of Health & Human Services and the Food and Drug Administration (FDA). The Department of Health & Human Services logo is on the left, and the FDA logo is on the right. The FDA logo includes the letters "FDA" in a blue square, followed by the words "U.S. FOOD & DRUG ADMINISTRATION" in blue text.
August 9, 2021
Boston Scientific Corporation Carter Navarro Fellow, Regulatory Affairs 100 Boston Scientific Way Marlborough, Massachusetts 01752
### Re: K211030
Trade/Device Name: EXALT Model B Single-Use Bronchoscope (Slim), EXALT Model B Single-Use Bronchoscope (Regular), EXALT Model B Single-Use Bronchoscope (Large), EXALT Monitor Regulation Number: 21 CFR 874.4680 Regulation Name: Bronchoscope (Flexible Or Rigid) And Accessories Regulatory Class: Class II Product Code: EOQ Dated: July 8, 2021 Received: July 9, 2021
Dear Carter Navarro:
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.
{1}------------------------------------------------
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 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.
for Shu-Chen Peng Assistant Director DHT1B: Division of Dental and ENT Devices OHT1: Office of Ophthalmic, Anesthesia, Respiratory. ENT and Dental Devices Office of Product Evaluation and Quality Center for Devices and Radiological Health
Enclosure
{2}------------------------------------------------
# Indications for Use
510(k) Number (if known)
K211030
Device Name
EXALT Model B Single-Use Bronchoscope; EXALT Monitor
Indications for Use (Describe)
EXALT Model B Single-Use Bronchoscope:
The EXALT Model B Single-Use Bronchoscope is intended for use with the EXALT Monitor for endoscopic procedures within the airways and tracheobronchial tree.
EXALT Monitor:
The EXALT Monitor is intended for use with a Boston Scientific single-use endoscope for endoscopic diagnosis, treatment, and video observations.
| Type of Use (Select one or both, as applicable) |
|-------------------------------------------------|
|-------------------------------------------------|
X Prescription Use (Part 21 CFR 801 Subpart D)
Over-The-Counter Use (21 CFR 801 Subpart C)
#### CONTINUE ON A SEPARATE PAGE IF NEEDED.
This section applies only to requirements of the Paperwork Reduction Act of 1995.
#### *DO NOT SEND YOUR COMPLETED FORM TO THE PRA STAFF EMAIL ADDRESS BELOW.*
The burden time for this collection of information is estimated to average 79 hours per response, including the time to review instructions, search existing data sources, gather and maintain the data needed and complete and review the collection of information. Send comments regarding this burden estimate or any other aspect of this information collection, including suggestions for reducing this burden, to:
> Department of Health and Human Services Food and Drug Administration Office of Chief Information Officer Paperwork Reduction Act (PRA) Staff PRAStaff(@fda.hhs.gov
"An agency may not conduct or sponsor, and a person is not required to respond to, a collection of information unless it displays a currently valid OMB number."
{3}------------------------------------------------
Image /page/3/Picture/0 description: The image shows the logo for Boston Scientific. The logo is in blue and features the words "Boston" and "Scientific" stacked on top of each other. The font is a serif font, and the overall design is simple and professional.
Boston Scientific Corporation 300 Boston Scientific Way Marlborough, MA 01752-1234 (508) 683-4000
www.bostonscientific.com
## 510(k) Summary for EXALT Bronchoscopic Visualization System (EXALT Model B Single-Use Bronchoscope and EXALT Monitor)
### 1. Submitter
Boston Scientific Corporation Endoscopy Division 100 Boston Scientific Way Marlborough, MA 01752
- Contact: Carter Navarro Fellow, Regulatory Affairs Phone: (508) 382-0356 E-mail: carter.navarro@bsci.com
Date Prepared: April 5, 2021
## 2. Device
| Trade Name: | EXALT Model B Single-Use Bronchoscope (Slim);<br>EXALT Model B Single-Use Bronchoscope (Regular);<br>EXALT Model B Single-Use Bronchoscope (Large)<br>EXALT Monitor |
|----------------------------|---------------------------------------------------------------------------------------------------------------------------------------------------------------------|
| Common Name: | Bronchoscope (flexible or rigid) |
| Product Code: | EOQ |
| Device Class: | Class II |
| Device Panel: | Ear Nose & Throat |
| Classification Regulation: | 21 CFR 874.4680, Bronchoscope (flexible or rigid) and<br>accessories |
# 3. Predicate Devices
| Trade Name: | Ambu aScope 4 Broncho Slim 3.8/1.2<br>Ambu aScope 4 Broncho Regular 5.0/2.2<br>Ambu aScope 4 Broncho Large 5.8/2.8<br>Ambu aView Monitor |
|-------------------|------------------------------------------------------------------------------------------------------------------------------------------|
| Manufacturer: | Ambu A/S |
| Clearance Number: | K173727 |
| Common Name: | Bronchoscope (flexible or rigid) |
{4}------------------------------------------------
| Product Code: | EOQ |
|----------------------------|-------------------------------------------------------------------|
| Device Class: | Class II |
| Device Panel: | Ear Nose & Throat |
| Classification Regulation: | 21 CFR 874.4680, Bronchoscope (flexible or rigid) and accessories |
### 4. Device Description
The EXALT Model B Single-Use Bronchoscope is a sterile, single-use bronchoscope available in three sizes (Slim, Regular, and Large). The proposed device facilitates examination of the airways and trachea, delivery of accessories (Regular and Large sizes only), and delivery of live video when connected to an EXALT Monitor.
The EXALT Monitor is an electronic device that:
- Receives video signals from a Boston Scientific single-use endoscope, ●
- Processes the video signals, ●
- Displays image on integrated display ●
- Outputs video images to a secondary video monitor when connected to AC mains, ●
- Outputs electrical signal(s) that interface with external image capture systems, ● and
- Saves and exports procedure images and videos.
The EXALT Monitor also controls the light transmitted by the tip of the single-use endoscope to illuminate the area of interest within the anatomy. Buttons on the Monitor touch screen enable the user to control the brightness level of the light.
# 5. Indications for Use
The EXALT Model B Single-Use Bronchoscope is intended for use with the EXALT Monitor for endoscopic procedures within the airways and tracheobronchial tree.
The EXALT Monitor is intended for use with a Boston Scientific single-use endoscope for endoscopic diagnosis, treatment, and video observations.
# 6. Technological Characteristics
The proposed EXALT Model B Single-Use Bronchoscope and EXALT Monitor share similar design features and functions with their respective predicate devices.
The EXALT Model B Single-Use Bronchoscope and Ambu aScope 4 Broncho share similar mechanical and optical characteristics, including working length, diameters, articulation angles, resolution, direction of view, and field of view. Suction rates of the proposed device are equivalent or superior to those of the predicate device. Both devices
{5}------------------------------------------------
| Item | Subject Device<br>EXALT Model B Single-Use<br>Bronchoscope | | | Predicate Device<br>Ambu aScope 4 Broncho | | |
|------------------------------------------|------------------------------------------------------------|----------------------------------|--------------------------------|-------------------------------------------|----------------------------------|--------------------------------|
| Field of View | 90° | | | 85° | | |
| Direction of View | 0° | | | 0° | | |
| Depth of Field | 6-50 mm | | | 6-50 mm | | |
| Working Length | 60 cm | | | 60 cm | | |
| Articulation Angle | Slim<br>180° up,<br>180° down | Regular<br>180° up,<br>180° down | Large<br>180° up,<br>180° down | Slim<br>180° up,<br>180° down | Regular<br>180° up,<br>180° down | Large<br>180° up,<br>160° down |
| Insertion Tube<br>Outer Diameter | Slim<br>3.8 mm | Regular<br>5.0 mm | Large<br>5.8 mm | Slim<br>3.8 mm | Regular<br>5.0 mm | Large<br>5.8 mm |
| Insertion Portion<br>Maximum<br>Diameter | Slim<br>4.3 mm | Regular<br>5.5 mm | Large<br>6.3 mm | Slim<br>4.3 mm | Regular<br>5.5 mm | Large<br>6.3 mm |
| Minimum Working<br>Channel Diameter | Slim<br>1.0 mm | Regular<br>2.0 mm | Large<br>2.6 mm | Slim<br>1.2 mm | Regular<br>2.0 mm | Large<br>2.6 mm |
| Average Working<br>Channel Diameter | Slim<br>1.2 mm | Regular<br>2.2 mm | Large<br>2.8 mm | Slim<br>1.2 mm | Regular<br>2.2 mm | Large<br>2.8 mm |
| Minimum ETT<br>Inner Diameter<br>Size | Slim<br>5.0 mm | Regular<br>6.0 mm | Large<br>7.0 mm | Slim<br>5.0 mm | Regular<br>6.0 mm | Large<br>7.0 mm |
| Minimum DLT<br>Inner Diameter<br>Size | Slim<br>35 Fr | Regular<br>41 Fr | Large<br>N/A | Slim<br>35 Fr | Regular<br>41 Fr | Large<br>N/A |
are available in three sizes (Slim, Regular, and Large). Both devices are sterile, singleuse, and not intended for reprocessing.
The EXALT Monitor and Ambu aView Monitor share similar physical and display specifications and similar controls for the respective visualization devices with which they are used.
| Item | Subject Device<br>EXALT Monitor | Predicate Device<br>Ambu aView Monitor |
|-------------------------------------|---------------------------------|----------------------------------------|
| Maximum resolution | 2736 x 1824 | 800 x 480 |
| Orientation | Landscape | Landscape |
| Display Size | 12.3" | 8.5" |
| Brightness control | Yes | Yes |
| Contrast control | No | Yes |
| Storage | 85 GB | 8 GB |
| Battery Life | 1.5 hours | 3 hours |
| Operating Environment (Temperature) | 10 - 33°C | 10 - 40°C |
| Operating Environment (Humidity) | 30 - 85% | 30 - 85% |
| Operating Environment (Pressure) | 700 - 1090 hPa | 800 - 1090 hPa |
| Dimensions (W x H x D) | 13.6" x 8.4" x 2.3" | 9.49" x 6.89" x 1.32" |
| Weight | 4.7 lbs. | 3.31 lbs. |
{6}------------------------------------------------
## 7. Substantial Equivalence
A direct comparison of key characteristics demonstrates that the EXALT Model B Single-Use Bronchoscope and EXALT Monitor are substantially equivalent to their respective currently marketed predicate devices in terms of intended use, technological characteristics, and performance characteristics. The EXALT Model B Single-Use Bronchoscope and EXALT Monitor are substantially equivalent to the currently marketed predicate devices.
# 8. Performance Data
Non-clinical testing was successfully performed on the proposed EXALT Model B Single-Use Bronchoscope and EXALT Monitor.
Performance testing (bench) was successfully completed to establish substantial equivalence between the proposed EXALT Model B Single-Use Bronchoscope and EXALT Monitor and the predicate devices. This testing included the following:
- Insertion Portion Width ●
- Working Channel Width
- Working Length ●
- . Field of View
- Direction of View
- Articulation Angles ●
- Suction Rate ●
- Resolution ●
- Light Output ●
- Durability
- Photobiological Safety ●
- Image Intensity Uniformity
- Geometric Distortion
- Noise ●
- Dynamic Range ●
- . Color Performance
Applicable performance requirements were evaluated in accordance with the ISO 8600 series. Biocompatibility of the EXALT Model B Single-Use Bronchoscope was evaluated in accordance with ISO 10993-1. Electrical safety and electromagnetic compatibility of the EXALT Model B Single-Use Bronchoscope and EXALT Monitor were evaluated in accordance with AAMI / ANSI ES60601-1, IEC 60601-1-2, and IEC 60601-2-18.
The results of non-clinical testing demonstrate that the EXALT Model B Single-Use Bronchoscope and EXALT Monitor are substantially equivalent to the currently marketed predicate devices.
# 9. Conclusion
Boston Scientific has demonstrated that the proposed EXALT Model B Single-Use Bronchoscope and EXALT Monitor are substantially equivalent to the currently marketed predicate devices.
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.