K253279 · Heat IN A Click, LLC · OHS · Dec 24, 2025 · General, Plastic Surgery
Device Facts
Record ID
K253279
Device Name
Feather/numiere 05 06 07 (05)
Applicant
Heat IN A Click, LLC
Product Code
OHS · General, Plastic Surgery
Decision Date
Dec 24, 2025
Decision
SESE
Submission Type
Traditional
Regulation
21 CFR 878.4810
Device Class
Class 2
Attributes
Therapeutic
Indications for Use
Feather/numiere 05 06 07 (05) is an Over the-Counter (OTC) device intended for the use in treating wrinkles on the decolletage.
Device Story
Flexible silicone panel device containing red (630nm) and near-infrared (830nm) LEDs; treats wrinkles on neck and decolletage. User-operated via controller to adjust intensity and treatment duration. Device emits light energy to skin surface; intended for home use. Output intensity levels (12-30mW/cm²) managed by controller. Benefits include non-invasive wrinkle reduction. No clinical data required; safety established via bench testing and comparison to predicate light-based devices.
Clinical Evidence
No clinical data provided. Substantial equivalence supported by non-clinical bench testing, including electrical safety, electromagnetic compatibility, photobiological safety, and usability validation.
Technological Characteristics
Flexible silicone panel; red (630nm±10nm) and near-infrared (830nm±10nm) LEDs. Powered by 3.7Vdc 1200mAh lithium battery or 5Vdc adapter. Max intensity 30mW/cm². Standards: IEC 60601-1, IEC 60601-1-11, IEC 60601-2-57, IEC 60601-1-2, IEC 60601-2-83, IEC 62133-2, IEC 62471. Software level of concern: moderate.
Indications for Use
Indicated for OTC treatment of wrinkles on the decolletage (upper chest).
Regulatory Classification
Identification
(1) A carbon dioxide laser for use in general surgery and in dermatology is a laser device intended to cut, destroy, or remove tissue by light energy emitted by carbon dioxide.(2) An argon laser for use in dermatology is a laser device intended to destroy or coagulate tissue by light energy emitted by argon.
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FDA U.S. FOOD & DRUG ADMINISTRATION
December 24, 2025
Heat In A Click LLC.
% Cassie Lee
Primary Correspondent
Guangzhou GLOMED Biological Technology Co., Ltd.
2231, Building 1, Rui Feng Center, Kaichuang Road
Huangpu District
Guangzhou, Guangdong 510530
China
Re: K253279
Trade/Device Name: Feather/numiere 05 06 07 (05)
Regulation Number: 21 CFR 878.4810
Regulation Name: Laser Surgical Instrument For Use In General And Plastic Surgery And In Dermatology
Regulatory Class: Class II
Product Code: OHS
Dated: September 26, 2025
Received: September 29, 2025
Dear Cassie Lee:
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.
U.S. Food & Drug Administration
10903 New Hampshire Avenue
Silver Spring, MD 20993
www.fda.gov
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K253279 - Cassie Lee
Page 2
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 (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-reporting-combination-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-devices/device-advice-comprehensive-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-devices/medical-device-safety/medical-device-reporting-mdr-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/medical-devices/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-devices/device-advice-comprehensive-regulatory-
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K253279 - Cassie Lee
Page 3
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,
TANISHA L. Digitally signed by
TANISHA L. HITHE -S
DATE: 2025.12.24
00:17:34 -05'00'
Tanisha Hithe
Assistant Director
DHT4A: Division of General Surgery Devices
OHT4: Office of Surgical and
Infection Control Devices
Office of Product Evaluation and Quality
Center for Devices and Radiological Health
Enclosure
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FORM FDA 3881 (8/23)
Page 1 of 1
PSC Publishing Services (301) 443-6740
EF
| DEPARTMENT OF HEALTH AND HUMAN SERVICES Food and Drug Administration Indications for Use | Form Approved: OMB No. 0910-0120 Expiration Date: 07/31/2026 See PRA Statement below. |
| --- | --- |
| 510(k) Number (if known) K253279 | |
| Device Name Feather/numiere 05 06 07 (05) | |
| Indications for Use (Describe) Feather/numiere 05 06 07 (05) is an Over the-Counter (OTC) device intended for the use in treating wrinkles on the decolletage. | |
| 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." | |
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510(k) Summary K253279
This summary of 510(k) safety and effectiveness information is being submitted in accordance with the requirement of 21 CFR 807.92.
1. Date of the summary prepared: December 15, 2025
2. Submitter's Information
Company Name: Heat In A Click LLC.
Establishment Registration Number: 3008929787
Address: Numiere 1975 Tigertail blvd Dania FL 33004.
Contact Person (including title): Guy Levi (CEO)
Phone: 843-267-9860
Fax: /
Post code: 33004
Email: Guy@palmnrg.com
Application Correspondent:
Contact Person: Cassie Lee
Company Name: Guangzhou GLOMED Biological Technology Co., Ltd.
Address: 2231, Building 1, Rui Feng Center, Kaichuang Road, Huangpu District, Guangzhou, Guangdong, China
Tel: +86 20 8266 2446
Email: regulatory@glomed-info.com
Subject Device Information
Classification Name: Laser surgical instrument for use in general and plastic surgery and in dermatology
Common Name: Light based over the counter wrinkle reduction
Trade Name: Feather/ numiere 05 06 07
Model Name: 05
Review Panel: General & Plastic Surgery
Product Code: OHS
Regulation Number: 21 CFR 878.4810
Regulatory Class: II
3. Predicate Device Information
Predicate Device 1
Sponsor: My Blend
Trade Name: myLEDmask
Trademark: /
Classification Name: Laser surgical instrument for use in general and plastic surgery and in dermatology
Common Name: Light Based Over The Counter Wrinkle Reduction
Model: /
510(k) Number: K223147
Review Panel: General & Plastic Surgery
Product Code: OHS
Regulation Number: 21 CFR 878.4810
Regulation Class: II
Predicate Device 2
Sponsor: ISMART DEVELOPMENTS LTD
Trade Name: décoLITE
Model Name: /
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Classification Name: Laser surgical instrument for use in general and plastic surgery and in dermatology
Common Name: Light Based Over The Counter Wrinkle Reduction
510(k) Number: K242382
Review Panel: General & Plastic Surgery
Product Code: OHS
Regulation Number: 21 CFR 878.4810
Regulation Class: II
## 4. Device Description
Feather/ numiere 05 06 07 (Models: 05) is an over-the-counter light-emitting diode (LED) device that emits energy for the treatment of wrinkles. The device works by simultaneously emitting 630nm±10nm, 830nm ±10nm wavelengths for the treatment of wrinkles on the neck and decolletage (upper chest). The device is designed in a flexible silicone panel that contains red (630nm±10nm) and near infrared (830nm±10nm) light-emitting diodes (LEDs). The device also contains a controller that controls the power on and off of the device, and regulates the intensity of the treatment by pressing buttons, and the controller displays the intensity level of the treatment as well as the duration of the treatment.
## 5. Intended Use / Indications for Use
Feather/numiere 05 06 07 (05) is an Over the-Counter (OTC) device intended for the use in treating wrinkles on the decolletage.
## 6. Comparison to predicate device
Compare with predicate device, the subject device is very similar in design principle, intended use, indications for use, functions, material and the applicable standards. The differences between subject device and predicate device do not raise and new questions of safety or effectiveness.
| Elements of Comparison | Subject Device | Predicate Device 1 | Predicate Device 2 | Remark |
| --- | --- | --- | --- | --- |
| Company | Heat In A Click LLC. | MyBlend | ISMART DEVELOPMENTS LTD | -- |
| Trade Name | Feather/ numiere 05 06 07 | MyLedMAsk | d<coLITE | -- |
| 510(k) Number | K253279 | K223147 | K242382 | -- |
| Product Code | OHS | OHS | OHS | Same |
| Regulation Number | 21 CFR 878.4810 | 21 CFR 878.4810 | 21 CFR 878.4810 | Same |
| FDA Device Classification | Class II | Class II | Class II | Same |
| Intended use/ Indication for Use | Feather/numiere 05 06 07 (05) is an Over the-Counter (OTC) device intended for the use in treating wrinkles on the decolletage. | MyLedMask is an over-the-counter device that is intended to emit energy in the visible and infrared region of the spectrum for use in the treatment of full-face wrinkles | The décoLITE LED device is an over-the-counter device that is intended for the use in the treatment of wrinkles in the decolletage area. | Similar Note 1 |
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| Elements of Comparison | Subject Device | Predicate Device 1 | Predicate Device 2 | Remark |
| --- | --- | --- | --- | --- |
| Environment of Use | OTC | OTC | OTC | Same |
| Intended Location of Use | Neck and decolletage (upper chest) | Face and neck | Decolletage (upper chest) | Similar Note 1 |
| Power Source | Adapter Input: 100-110Vac, 50/60Hz; Adapter Output: 5Vdc, 1A Lithium battery: 3.7Vdc,1200mAh, 4.44Wh | Voltage: 100 to 240 volts, AC Frequency: 50-60Hz Intensity: 0.35 A Battery: NiMH 1.7 Ah | Rechargeable lithium polymer batter | Similar Note 2 |
| Wavelengths | 630nm±10nm; 830nm±10nm | Red: 630 nm NIR: 850 nm | Red: 630nm ± 10nm NIR: 830nm ± 10nm | Same |
| Irradiance source | LEDs | LEDs | Light emitting diodes (LEDs) | Same |
| Total Intensity (mw/cm²) | Max. 30mW/cm² (Level 1: 12-16mw/cm²; Level 2: 20-25mw/cm²; Level 3: 26-30mW/cm²) | 18.7 mW/cm² (average of 6 measurement location (including one on the neck) between 10 to 27 mW/cm²) | 30mW/cm² total | Same |
| Treatment time | 10 min; 5× weekly, 6 weeks | According to skin phototype, daily - 1 fair skin: 5 min 35 (335 s) - 2 moderately dark skin: 11 min 10 (670 s) - 3 dark skin: 13 min 55 (835 s) during 6 to 8 weeks | 600 seconds (10 minutes); 5× weekly, 6 weeks | Same |
| Safety and EMC | IEC 60601-1 IEC 60601-1-2 IEC 60601-1-11 IEC 60601-2-57 IEC 60601-2-83 IEC 62471 IEC 62133-2 | IEC 60601-1 IEC 60601-1-2 IEC 60601-2-57 | IEC 60601-1 IEC 60601-1-2 IEC 60601-1-11 IEC 60601-2-57 IEC 60601-2-83 IEC 62471 IEC 62133-2 | Same |
3 / 5
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Note 1:
Although the "Intended use/Indication for Use" of the subject device is slightly different from the predicate device K223147 in description and the K242382, all of them are designed to use same/similar treatment wavelengths for wrinkles treatment on the face with the same or similar irradiance source (LEDs) and intensity. So, the difference between the subject device and the predicate devices will not raise any safety or effectiveness issues.
Note 2:
Although the subject device's description in "Power supply" is slightly different from that of the predicate devices, all of them are powered by Lithium-Ion batteries, which comply with IEC 62133-2's requirements. Besides, both the subject device and the predicate devices conducted safety tests according to the IEC 60601 series standards, and the test results are in compliance with the safety standards' requirements. So, the difference between the subject device and the predicate device will not raise any safety or effectiveness issues.
7. Test Summary
7.1 Non-Clinical Tests Performed
1) Electrical safety, and electromagnetic compatibility Test
Non-clinical tests were performed on the subject device in order to validate the design and to assure conformance with the following voluntary design standards in connection with medical device electrical safety, and electromagnetic compatibility:
- IEC 60601-1 2020-08 Edition 3.2 Medical electrical equipment - Part 1: General requirements for basic safety and essential performance
- IEC 60601-1-11 Edition 2.1 2020-07 Medical Electrical Equipment - Part 1: General Requirements for Basic Safety and Essential Performance - Collateral Standard: Requirements for Medical Electrical Equipment and Medical Electrical Systems Used in the Home Healthcare Environment.
- IEC 60601-2-57 Edition 2.0 2023-07 Medical Electrical Equipment - Part 2-57: Particular requirements for the basic safety and essential performance of non-laser light source equipment intended for therapeutic, diagnostic, monitoring and cosmetic/aesthetic use.
- IEC 60601-1-2 Edition 4.1 2020-09 Medical electrical equipment - Part 1-2: General requirements for basic safety and essential performance - Collateral Standard: Electromagnetic disturbances - Requirements and tests.
- IEC 60601-2-83 Edition 1.1 2022-12 Medical electrical equipment - Part 2-83: Particular requirements for the basic safety and essential performance of home light therapy equipment.
- IEC 62133-2 Edition 5.0 2021-09 Secondary cells and batteries containing alkaline or other non-acid electrolytes - Safety requirements for portable sealed secondary cells, and for batteries made from them, for use in portable applications – Part 2: Lithium systems.
- IEC 62471 Edition 1.0 2006-07 Photobiological safety of lamps and lamp systems
2) Software verification and validation
Software verification and validation testing were conducted and basic level of documentation was provided as recommended by FDA'S Guidance for Industry and FDA Staff, "Content of Premarket Submissions for Device Software Functions (2023)." The software for this device was considered as a "moderate" level concern, since a malfunction of, or a latent design flaw in, the Software Device leads to an erroneous diagnosis or a delay in delivery of appropriate medical care that would likely lead to Minor Injury.
3) Usability validation
Usability testing was conducted on the Feather/ numiere 05 06 07 (Models: 05), which complies with IEC 62366-1 and IEC 60601-1-6.
7.2 Summary of Clinical Performance
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Clinical testing was not needed for this 510(k). The non-clinical performance testing described above is sufficient to support that the device can be used safely and effectively.
8. Final Conclusion:
The subject device is as safe, as effective, and performs as well as or better than the legally marketed predicated device K223147 and K242382.
5 / 5
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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.
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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.