K242929 · Xplora 3D Europe S.L · NXC · Dec 20, 2024 · Dental
Device Facts
Record ID
K242929
Device Name
Fas Aligner System
Applicant
Xplora 3D Europe S.L
Product Code
NXC · Dental
Decision Date
Dec 20, 2024
Decision
SESE
Submission Type
Traditional
Regulation
21 CFR 872.5470
Device Class
Class 2
Attributes
Therapeutic, Pediatric
Indications for Use
Fas Aligner System is intended for the orthodontic treatment of malocclusion.
Device Story
Fas Aligner System consists of customized, removable thermoplastic (PET-G) orthodontic appliances; designed to sequentially reposition teeth via continuous gentle force. Input data includes traditional mold impressions or digital dental scans. Dental professionals use Nemocast software (K232549) to create virtual treatment plans, including attachments and tooth movements. 3D printing technicians produce physical models; thermoforming equipment creates aligners from Erkodur sheets (K200125). Aligners are trimmed, cleaned, and sent to the clinician. Patients wear aligners 20-22 hours/day, replacing them every 1-2 weeks as prescribed. Clinicians monitor fit, function, and treatment progress throughout the sequence. The system serves as an alternative to conventional wire and bracket technology.
Clinical Evidence
No clinical testing was performed. Evidence is based on bench testing, including material characterization (referenced from K200125), biocompatibility testing (ISO 10993-5:2009 cytotoxicity), and internal manufacturing process validation demonstrating robustness from 3D printing through thermoforming.
Technological Characteristics
Sequential thermoformed aligners made of thermoplastic polymer PET-G (Erkodur, K200125). Manufacturing involves 3D printing of dental models followed by thermoforming. Biocompatibility per ISO 10993-1 and ISO 10993-5. Software-driven design using Nemocast (K232549). Non-sterile, single-patient use.
Indications for Use
Indicated for the orthodontic treatment of malocclusion in children, adolescents, and adults.
Regulatory Classification
Identification
An orthodontic plastic bracket is a plastic device intended to be bonded to a tooth to apply pressure to a tooth from a flexible orthodontic wire to alter its position.
{0}------------------------------------------------
Image /page/0/Picture/0 description: The image shows the logo of the U.S. Food and Drug Administration (FDA). The logo consists of two parts: the Department of Health and Human Services logo on the left and the FDA logo on the right. The FDA logo features the letters "FDA" in a blue square, followed by the words "U.S. FOOD & DRUG ADMINISTRATION" in blue text.
December 20, 2024
Xplora 3D Europe S.L % Juan Tezak Consultant Compliance 4 Devices 118 W Prive Cr. Delray Beach, Florida 33445
Re: K242929
Trade/Device Name: Fas Aligner System Regulation Number: 21 CFR 872.5470 Regulation Name: Orthodontic Plastic Bracket Regulatory Class: Class II Product Code: NXC Dated: November 18, 2024 Received: November 18, 2024
Dear Juan Tezak:
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 (the 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 available 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}------------------------------------------------
Additional information about changes that may require a new premarket notification are provided in the FDA guidance documents entitled "Deciding When to Submit a 510(k) for a Change to an Existing Device" (https://www.fda.gov/media/99812/download) and "Deciding When to Submit a 510(k) for a Software Change to an Existing Device" (https://www.fda.gov/media/99785/download).
Your device is also subject to, among other requirements, the Quality System (QS) regulation (21 CFR Part 820), which includes, but is not limited to, 21 CFR 820.30. Design controls; 21 CFR 820.90. Nonconforming product; and 21 CFR 820.100, Corrective and preventive action. Please note that regardless of whether a change requires premarket review, the QS regulation requires device manufacturers to review and approve changes to device design and production (21 CFR 820.30 and 21 CFR 820.70) and document changes and approvals in the device master record (21 CFR 820.181).
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 Part 803) for devices or postmarketing safety reporting (21 CFR Part 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 Part 4, Subpart A) for combination products; and, if applicable, the electronic product radiation control provisions (Sections 531-542 of the Act); 21 CFR Parts 1000-1050.
All medical devices, including Class I and unclassified devices and combination product device constituent parts are required to be in compliance with the final Unique Device Identification System rule ("UDI Rule"). The UDI Rule requires, among other things, that a device bear a unique device identifier (UDI) on its label and package (21 CFR 801.20(a)) unless an exception or alternative applies (21 CFR 801.20(b)) and that the dates on the device label be formatted in accordance with 21 CFR 801.18. The UDI Rule (21 CFR 830.300(a) and 830.320(b)) also requires that certain information be submitted to the Global Unique Device Identification Database (GUDID) (21 CFR Part 830 Subpart E). For additional information on these requirements, please see the UDI System webpage at https://www.fda.gov/medical-device-advicecomprehensive-regulatory-assistance/unique-device-identification-system-udi-system.
Also, please note the regulation entitled, "Misbranding by reference to premarket notification" (21 CFR 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-regulatory
{2}------------------------------------------------
assistance/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,
# MICHAEL E. ADJODHA -S
Michael E. Adjodha, MChE, RAC, CQIA 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
{3}------------------------------------------------
## Indications for Use
Form Approved: OMB No. 0910-0120 Expiration Date: 07/31/2026 See PRA Statement below.
Submission Number (if known)
K242929
Device Name
Fas Aligner System
Indications for Use (Describe)
Fas Aligner System is intended for the orthodontic treatment of malocclusion.
Type of Use (Select one or both, as applicable)
> | 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."
{4}------------------------------------------------
Image /page/4/Picture/0 description: The image shows the logo for "fas Aligner System". The logo consists of a circular design made of three overlapping shapes in blue, purple, and gray on the left. To the right of the circular design is the text "fas" in bold, black letters, with the words "Aligner System" in a smaller font size underneath.
Image /page/4/Picture/1 description: The image shows the logo for XPLORA3D. The text is in a sans-serif font, with the first six letters in a dark blue color and the "3D" in a lighter shade of blue. The letters are all capitalized and evenly spaced.
## 510(k) Summary
K242929
### Prepared December 11, 2024
- I) Applicant
Submitter Address
Contact Telephone E-mail
- II) Device Trade Name Common Name Classification Name Regulation Number Product Code
- III) Predicate Device 510(k) Number Applicant
Trade Name Classification Name Regulation Number
- Reference Device 510(k) Number Applicant Trade Name Classification Name Regulation Number Classification Code
XPLORA 3D EUROPE S.L C/ Juan de la Cierva 70. Arroyomolinos. 28939. Madrid — Spain Esther Aznar +34 692 266297 esther.aznar@xplora3d.com
Fas Aligner System Orthodontic plastic bracket. Aligner, Sequential 872.5470 NXC
K222418 Gruppo Europeo di Ortodonzia S.r.l. (G.E.O srl) Nuvola® Aligner Aligner, Sequential 872.5470
K232549 Software Nemotec S.L. NemoCast Orthodontic Software 872.5470 PNN - LLZ
- IV) Indication For Use
Fas Aligner System is intended for the orthodontic treatment of malocclusion.
#### V) Device Description
Fas Aligner System consist of a series of customized removable plastic orthodontic appliances which sequentially reposition teeth by way of continuous gentle force. This removable plastic orthodontic aligners intended as an alternative to conventional wire and bracket technology. Fas Aligner System are designed based on traditional mold impression or digital scans of the patient's dentition submitted by a dental health professional (e.g., a dentist or orthodontist).
{5}------------------------------------------------
Image /page/5/Picture/0 description: The image shows the logo for "fas Aligner System". The logo consists of a circular design on the left, made up of three overlapping, rounded shapes in blue, purple, and gray. To the right of the circular design is the text "fas" in bold, black letters. Below "fas" is the text "Aligner System" in a smaller, non-bold font.
Image /page/5/Picture/1 description: The image shows the logo for XPLORA3D. The text is in a sans-serif font, with the letters XPLORA in a dark blue color. The 3D is in a lighter shade of blue. The letters are spaced closely together, giving the logo a compact appearance.
Fas Aligner System 's staff in the Prescription and Planning area create the virtual planning including the attachments, as well as the movements they consider necessary to achieve the intended tooth correction. For this process the following previously released software Nemocast (K232549).
The 3D specialists use the planned data to produce the complete product design. The responsible of the Planning/Prescription department reviews the design to verify that it has been done as required and, if necessary, proposes changes.
Once the design has been approved by the clinician, the next phase of printing and preparation of models is carried out. This phase takes place in the Printer Room and is carried out by 3D Printing Technicians. For the entire manufacturing process, the models are identified with the clinical case number.
The thermoforming equipment is used for the manufacturing process of the aligners. The printed model is placed on the platform and the thermoforming sheet is placed, which is made with material previously released by means of the K200125 (Erkodur).
Once the printed thermoforming sheet is obtained, the contour of the thermoforming sheet is cut out, eliminating the edges. The gingival margins are trimmed.
The product is not sent sterile, it is cleaned to remove all residues that may have remained from the manufacturing process.
The product, the splint, is placed in labeled bags. The aligners are sent back to the dentist for distribution to the patient in sequential stages and that the dentist checks the aligners for fit and function and monitors the treatment from the first aligner until treatment is completed.
| | Subject Device | Predicate Device | Comparation |
|--------------------------------|-----------------------------------------------------------------------------------------------------------|-----------------------------------------------------------------------------------------------------------|-------------|
| Device Name | Fas Aligners System | Nuvola® Aligner | |
| 510k Number | Pending | K222418 | |
| Manufacturer | Xplora 3D Europe S.L. | Gruppo Europeo di<br>Ortodonzia S.r.l.<br>(G.E.O srl) | |
| Classification<br>Regulation # | 21 CFR 872.5470 | 21 CFR 872.5470 | Same |
| Name Product | Orthodontic Plastic Bracket | Orthodontic Plastic Bracket | Same |
| Code | NXC | NXC | Same |
| Class | II | II | Same |
| Indications for<br>use | Fas Aligner System is intended<br>for the orthodontic treatment<br>of malocclusion. | Nuvola® aligner is intended<br>for the orthodontic<br>treatment of malocclusion. | Same |
| Mode of action | Sequential aligners apply<br>continuous gentle force to<br>the teeth and/or position<br>mandible forward. | Sequential aligners apply<br>continuous gentle force to<br>the teeth and/or position<br>mandible forward. | Same |
### VI) Comparison of Technological Characteristics
{6}------------------------------------------------
Image /page/6/Picture/0 description: The image shows a logo with a circular design on the left and the text "fas Aligner System" on the right. The circular design is made up of three overlapping arcs in blue, purple, and gray. The text "fas" is in bold black letters, and "Aligner System" is in a smaller font below it.
Image /page/6/Picture/1 description: The image shows the logo for XPLORA3D. The text "XPLORA" is in a dark blue color, while the "3D" is in a lighter blue color. The font is sans-serif and modern.
| Device Description | | | | |
|-----------------------|---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|------------------------------------------------------------|-----------|
| Description of use | Sequential thermoformed plastic aligners | Sequential thermoformed plastic aligners | Same | |
| | Aligners are worn for approximately 1-2 weeks of 20- 22 hours of wear per day, after which it is replaced by the next stage aligners. This is repeated for duration as prescribed by the Dental Practitioner. | Aligners are worn for approximately 1-2 weeks of 20- 22 hours of wear per day, after which it is replaced by the next stage aligners. This is repeated for duration as prescribed by the Dental Practitioner. | Same | |
| | Patient Population | Children, Adolescents and Adults | Children, Adolescents and Adults | Same |
| | Material | Thermoplastic polymer PET-G | Thermoplastic polymer PET-G | Same |
| Material Properties | Acceptable materials properties established for use as aligner (polyethylene terephthalate glycol PET-G) Erkodur (K200125) | Acceptable materials properties established for use as aligner (polyethylene terephthalate glycol PET-G) Erkodur (K200125) | Same | |
| Manufacturing Process | Thermoforming on models | Thermoforming on models | Same | |
| | Manufacturing Process Validation | An internal manufacturing Process Validation was performed | An internal manufacturing Process Validation was performed | Same |
| | 3D software for tooth alignment | Nemocast (K232549) | 3Shape Ortho System (K152086) | Different |
As for the dental software for tooth alignment, which is the only difference, Xplora 3D uses the FDA-cleared Nemocast software (K232549), while G.E.O. uses its own software: 3Shape Ortho System (K152086). Both use digital scans to generate images of the final treated states and the intermediate steps to reach the final state, and convert those files to produce the series of customized aligners.
### VII) Summary of Non-Clinical Testing
The use of thermoplastic materials for sequential aligners intended to treat malocclusions has been well documented in scientific literature regarding incremental tooth moving forces. However, durability test was conducted on the aligners. Real world use was simulated to ensure that the aligner material and manufacturing process produced aligners that were suitable for their prescribed period of use.
An internal manufacturing validation was performed to test the manufacturing process for Fas Aligner System. The robustness of the process was demonstrated from 3D printing through thermoforming.
The thermoplastic material used for Fas Aligner System has passed the required testing for material characterization (see K200125). Biocompatibility testing for the aligner material, the only patient contacting material, was conducted in accordance with International Standard ISO 10993-1, "Biological evaluation of medical devices – Part 1: Evaluation ans testing within
{7}------------------------------------------------
Image /page/7/Picture/0 description: The image shows the logo for "fas Aligner System". The logo consists of a circular design on the left, made up of three overlapping shapes in blue, purple, and gray. To the right of the circular design is the text "fas" in bold, black letters. Below "fas" is the text "Aligner System" in a smaller, thinner font.
Image /page/7/Picture/1 description: The image shows the logo for XPLORA3D. The text is in a sans-serif font, with the letters "XPLORA" in a dark blue color and the "3D" in a lighter blue color. The logo is simple and modern, and it is likely used to represent a company or product related to 3D technology or exploration.
a risk management process". Only cytotoxicity testing according to ISO 10993-5:2009 was performed on final manufactured Aligner.
- VIII) Summary of Clinical Testing
No clinical testing was performed in support of this submission.
- IX) Conclusion
The Fas Aligner System device has the same intended use and indications for use as the previously cleared Nuvola® Aligner (K222418). In addition, the Fas Aligner System has the same technological characteristics, and principles of operation as its predicate. The software differences between the Fas Aligner System and its predicate device do not raise new questions of safety or efficacy.
Thus, the Fas Aligner System device is substantially equivalent previously cleared similar 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.