The micro current stimulation mode is intended for facial stimulation and is indicated for over-the-counter cosmetic use. The red light treatment function is intended for the treatment of periorbital wrinkles.
Device Story
BeneLife Premium Facial Treatment Pack (Model: QZ0701A) is a handheld, battery-operated device for over-the-counter cosmetic use. It features two interchangeable treatment heads: one for microcurrent stimulation and one for LED red light irradiation. The microcurrent mode applies a pulsed biphasic voltage waveform to the face via chrome-plated dual electrode spheres to provide facial stimulation; requires use of a conductive gel. The LED red light mode emits 660nm light to the periorbital area to treat wrinkles; includes a skin contact sensor to prevent light delivery when not in contact with skin. The device is operated by the user. Output intensity is indicated by five white LEDs; battery status is indicated by color-coded LEDs. The device includes automatic overload, no-load, and shut-off features. It is intended to improve facial appearance through non-invasive stimulation and light therapy.
Clinical Evidence
Bench testing only. Evaluated for electrical safety (IEC 60601-1, IEC 60601-2-10), electromagnetic compatibility (IEC 60601-1-2), photobiological safety (IEC 62471), and waveform output specifications. Software verification and validation performed per FDA guidance.
Technological Characteristics
Handheld device with ABS plastic housing. Powered by 3.7V 2600 mAh rechargeable lithium battery. Microcurrent: Pulsed biphasic waveform, 8.3 Hz frequency, 60ms pulse width. LED: 660±5nm wavelength, 80mW/cm² power density. Biocompatible materials (ISO 10993-5/10). Features skin contact sensor for LED mode. Software-controlled with automatic shut-off and overload protection.
Indications for Use
Indicated for over-the-counter cosmetic facial stimulation and treatment of periorbital wrinkles in adult users.
Regulatory Classification
Identification
A transcutaneous electrical nerve stimulator for pain relief is a device used to apply an electrical current to electrodes on a patient's skin to treat pain.
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June 26, 2018
Infinitus (China) Company Ltd. % Jet Li Regulation manager Guangzhou LETA Testing Technology Co., Ltd 6F, No.1 TianTai road, Science City, LuoGang District Guangzhou, China
Re: K171647
Trade/Device Name: BeneLife Premium Facial Treatment Pack, Model: OZ0701A Regulation Number: 21 CFR 882.5890 Regulation Name: Transcutaneous electrical nerve stimulator for pain relief Regulatory Class: Class II Product Code: NFO, OHS Dated: September 10, 2017 Received: September 19, 2017
Dear Jet Li:
This letter corrects our substantially equivalent letter of October 23, 2017.
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. The general controls provisions of the Act include requirements for annual registration. listing of devices, good manufacturing practice, labeling, and prohibitions against misbranding and adulteration. Please note: CDRH does not evaluate information related to contract liability warranties. We remind you, however, that device labeling must be truthful and not misleading.
If your device is classified (see above) into either class II (Special Controls) or class III (PMA), it may be subject to additional controls. Existing major regulations affecting your device can be found in the Code of Federal Regulations, Title 21, Parts 800 to 898. In addition, FDA may publish further announcements concerning your device in the Federal Register.
Please be advised that FDA's issuance of a substantial equivalence determination does not mean that FDA has made a determination that your device complies with other requirements of the Act or any Federal 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
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801); medical device reporting of medical device-related adverse events) (21 CFR 803); good manufacturing practice requirements as set forth in the quality systems (QS) regulation (21 CFR Part 820); 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 http://www.fda.gov/MedicalDevices/Safety/ReportaProblem/default.htm.
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/DeviceRegulationandGuidance/) and CDRH Learn (http://www.fda.gov/Training/CDRHLearn). 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 (http://www.fda.gov/DICE) for more information or contact DICE by email (DICE@fda.hhs.gov) or phone (1-800-638-2041 or 301-796-7100).
Sincerely,
# William J. Heetderks -S 2018.06.26 12:48:32 -04'00'
for Carlos L. Peña. PhD. MS Director Division of Neurological and Physical Medicine Devices Office of Device Evaluation Center for Devices and Radiological Health
Enclosure
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# Indications for Use
510(k) Number (if known) K171647
Device Name
BeneLife Premium Facial Treatment Pack, Model: OZ0701A
### Indications for Use (Describe)
The micro current stimulation mode is intended for facial stimulation and is indicated for over-the-counter cosmetic use.
The red light treatment function is intended for the treatment of periorbital wrinkles.
Type of Use (Select one or both, as applicable)
| Prescription Use (Part 21 CFR 801 Subpart D)
X Over-The-Counter Use (21 CFR 801 Subpart C)
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# Chapter 6.510(k) Summary
# 510(k) Summary
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: 2017-10-21
There is not prior submission for the device.
# 2. Submitter's Information
Company Name: Infinitus (China) Company Ltd. Address: 17/F, Infinitus Centre, No.12 Zhujiang West Rd., Tianhe Dist., Guangzhou, Guangdong Province, China Phone: 020 80734648 Contact Person: Judy Zhou E-mail: Judy.Zhou@infinitus-int.com
# Application Correspondent:
Company: Guangzhou LETA Testing Technology Co., Ltd. Address: 6F, No.1 TianTai road, Science City, LuoGang District, GuangZhouCity, China Contact Person: Mr. Jet Li Tile: Requlation Manager Tel: +86-20-22325619 Email: med-jl@foxmail.com
# 3. Subject Device Information
Type of 510(k) submission: Traditional
Common Name: Transcutaneous electrical nerve stimulator for pain relief; Laser surgical instrument for use in general and plastic surgery and in dermatology.
Trade Name: BeneLife Premium Facial Treatment Pack, Model: QZ0701A
Classification Name: Stimulator, Transcutaneous Electrical, Aesthetic Purposes ; Light Based Over the Counter Wrinkle Reduction. Review Panel: Neurology, General& Plastic Surgery
Product Code: NFO, OHS
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Regulation Number: 882.5890, 878.4810 Regulation Class: 2
### 4. Predicate Device Information
| Sponsor | Carol Cole<br>Company<br>(Primary Predicate<br>Device) | Pharos Life<br>Corporation | Nutra Luxe MD, LLC |
|----------------------|--------------------------------------------------------|------------------------------|--------------------|
| Device Name | NUFACE® mini<br>device | Sonilase Light Device<br>Red | Nutra Light Red |
| 510(k) Number | K133823 | K132613 | K141308 |
| Product Code | NFO | OHS | OHS |
| Regulation<br>Number | 882.5890 | 878.4810 | 878.4810 |
| Regulation Class | 2 | 2 | 2 |
### 5. Device Description
The device consists of three parts: Main unit. Micro current treatment and LED red light treatment attachment. There are two treatment heads for their separate treatment function. The micro current treatment attachment (electrode head) is for micro current stimulation function mode; and the LED red light attachment head is for red light irradiation function mode.
For Micro current stimulation mode:
The device has two electrode connectors for facial stimulation by applying the electrical micro current to electrodes. The output waveform is regulated Voltage of Pulsed Biphasic and provided with 5 steps of output intensity. The device is designed with 5 LED lamps of white color to indicate the output current intensity level. The micro current stimulation requires the use of a conductive gel with FDA clearance during its treatment.
For LED Red light irradiation function:
The device can provide specific photon spectrum by LED for Red irradiation mode. The red light is intended for the treatment of periorbital wrinkles. In Red irradiation mode, the device utilizes Light Emitting Diodes to provide LED light to the body. The red light output is a visible light source of high spectral purity. The output wavelength of Red light is 660 +/- 5 nm, and its power density is about 80mW/ cm2. During the treatment, the user places the treatment head to periorbital area for the treatment of periorbital wrinkle. The LED red light attachment head
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includes a skin contact sensor that will not allow delivery of light when the treatment head is not contacted with the skin.
When the device is in battery charging, it cannot be operated for treatment. The device is designed with battery status indicating by five pieces of LED lamp on the front of main body of the device:
1. When the device is turned on, numbers of these LED lamps on the front of main body will display with blue color for 3 seconds to indicate the batter power level.
2. When the battery power is low, the first indicator LED lamp on the front of main body illuminates in orange color.
3. Numbers of indicator of these LED lamps will be illuminated in blue color when the battery is in charging, and the number of lamp lighting up will be increasing based on the battery power status during charging. When the battery has been charged fully, the five LED lamps is all light up.,
#### 6. Intended Use / Indications for Use
The micro current stimulation mode is intended for facial stimulation and is indicated for over thecounter cosmetic use.
The red light treatment function is intended for the treatment of periorbital wrinkles.
#### 7. Test Summary
The device has been evaluated the safety and performance by lab bench testing as following:
- � Electrical safety test according to IEC 60601-1:2005 (Third Edition)+A1:2012 and IEC 60601-2-10:2012 standards
- � Electromagnetic compatibility test according to IEC 60601-1-2:2014 standard
- � Photo biological safety of LED lamp systems according to IEC62471:2006
- � Software verification and validation test according to the requirements of the FDA "Guidance for Pre Market Submissions and for Software Contained in Medical Devices"
- � Waveform test report to verify the output specifications of the device according to IEC 60601-2-10:2012 and Guidance for Powered Muscle Stimulator.
# 8. Comparison to predicate device and conclusion
The technological characteristics, features, specifications, materials, mode of operation, and intended use of the BeneLife Premium Facial Treatment Pack (Model: QZ0701A) is substantially equivalent to the predicate devices.
The differences between the subject device and predicate devices do not raise new issues of safety or effectiveness.
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| Elements<br>of<br>Comparison | Subject Device | Predicate<br>Device(Primary<br>Predicate Device) | Predicate Device | Predicate Device | Remark | |
|-----------------------------------------------------------|-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|---------------|----|
| Basic Unit Characteristics | | | | | | |
| Device Name<br>and Model | BeneLife Premiun<br>Facial Treatment<br>Pack<br>,Model:QZ0<br>701A<br><br>Model: EP-300 | NuFACE® Mini<br>Device | Sonilase<br>Light<br>Device Red | Nutra Light Red | -- | |
| 510<br>(K)<br>Number | Applying | K133823 | K132613 | K141308 | -- | |
| Product Code | NFO, OHS | NFO | OHS | OHS | -- | |
| Regulation<br>Number | 882.5890,<br>878.4810 | 882.5890 | 878.4810 | 878.4810 | -- | |
| Intended Use | The micro current<br>stimulation mode<br>is intended for<br>facial stimulation<br>and is indicated<br>for over-the-<br>counter cosmetic<br>use.<br>The red light<br>treatment function<br>is intended for the<br>treatment of<br>periorbital<br>wrinkles. | The NuFACE®<br>Mini Device is<br>intended for facial<br>stimulation and is<br>indicated for<br>over-the-counter<br>cosmetic use.<br>(21 CFR 801 Subpart<br>C).<br>The anatomical site<br>for application<br>Of the NuFACE®Mini<br>Device is the face. | The Sonlase Red<br>OTC System is<br>intended to be used<br>for the treatment of<br>used for the<br>treatment of wrinkles,<br>rhytides and fine<br>linesin the periorbital<br>region | The Nutra Light<br>Red is a non-<br>invasive LED light<br>device is<br>intended/indicate<br>d for over- the -<br>counter use for<br>the treatment of<br>periorbital<br>wrinkles, and<br>rhytides. | SE | |
| Apply parts | Face | Face | Face | Face | SE | |
| Elements<br>of<br>Comparison | Subject Device | Predicate<br>Device(Primary<br>Predicate Device) | Predicate Device | Predicate Device | Remark | |
| Power<br>Sources | 3.7V 2600 mAh<br>rechargeable<br>lithium battery | 2 rechargeable<br>batteries | -- | 4 rechargeable<br>batteries | SE<br>Note 1 | |
| Method<br>of<br>Line<br>Current<br>Isolation | Battery Supply | Battery Supply | -- | N/A | SE<br>Note 1 | |
| For Micro current facial stimulation function | | | | | | |
| Number of<br>Modes for<br>Micro current<br>stimulation | 1 | 1 | N/A | N/A | SE | |
| Number of<br>Channels for<br>Micro current<br>stimulation | 1 | 1 | N/A | N/A | SE | |
| -Synchronous<br>or Alternating | N/A | Alternating | -- | N/A | SE | |
| Regulated<br>Current<br>or<br>Regulated<br>Voltage | Regulated<br>Voltage | Regulated Voltage | N/A | N/A | SE | |
| Software/Firm<br>ware/Micropro<br>cessor control | Yes | Yes | -- | Yes | SE | |
| Elements of<br>Comparison | Subject Device | Predicate Device(Primary<br>Predicate Device) | Predicate Device | Predicate Device | Remark | |
| Need<br>conductive gel | Yes | Yes | NA | NA | SE | |
| Automatic<br>Overload Trip | Yes | Yes | -- | N/A | SE | |
| Automatic No-<br>load Trip | Yes. | Yes | -- | N/A | SE | |
| Automatic<br>Shut Off | Yes. | Yes | -- | -- | SE | |
| Patient<br>Override<br>Control | Yes | Yes | -- | N/A | SE | |
| Indicator<br>Display | On/Off<br>Status | Yes | Yes | -- | -- | SE |
| | Low<br>Battery | Yes | Yes | -- | -- | SE |
| | Voltage/Curr<br>ent<br>Level | Yes | Yes | -- | -- | SE |
| Timer Range | Yes( Red light<br>mode: 3 minutes,<br>Micro current<br>mode: 10 | Yes( 20 minutes) | -- | 3 minutes | SE<br>Note 2 | |
| Elements<br>of | | Predicate<br>Device(Primary<br>Predicate Device) | Predicate Device | Predicate Device | Remark | |
| Comparison | Subject Device | | | | | |
| | minutes) | | | | | |
| Console<br>Weight | 5 oz | 6 oz | -- | -- | SE<br>Note 3 | |
| Housing<br>Materials and<br>Construction | Console: ABS<br>plastic | Thermoplastic | -- | medical grade<br>biocompatibility<br>plastics via<br>injection molding | SE | |
| Electrode for<br>micro current<br>stimulation | Size of contact area: about<br>1.6 cm²<br>Material and<br>Geometry:Chrome plated dual<br>electrode spheres | Size of contact area: about 1.2cm²<br>Material and<br>Geometry:Chrome plated dual electrode<br>spheres | -- | -- | SE<br>Note 3a | |
| | Micro current Output Specification | | | | | |
| Waveform | Pulsed Biphasic | Pulsed Monoilhasic | N/A | N/A | SE | |
| Shape | Rectangular | Modulated Square | N/A | N/A | SE | |
| Maximum<br>Output<br>Voltage (+/-<br>10%) | 192mV @500Ω<br>0.778V @ 2kΩ<br>3.96V @ 10kΩ | 222mV @500Ω<br>781mV @2ΚΩ<br>3.90V @10KΩ | N/A | N/A | SE<br>Note 4 | |
| Elements of Comparison | Subject Device | Predicate Device(Primary<br>Predicate Device) | Predicate Device | Predicate Device | Remark | |
| Maximum<br>output Current | 385A μA @500Ω;<br>389 μΑ @ 2kΩ;<br>389 μΑ @10kΩ | 396 μA @ 500Ω<br>395 μΑ @ 2kΩ<br>391μΑ @ 10kΩ | N/A | N/A | SE<br>Note 4 | |
| Frequency<br>range | 8.3 Hz | 8.28 Hz | N/A | N/A | SE<br>Note 5 | |
| Pulse width<br>range | 60ms | ON phase: 60.4 ms<br>OFF phase: 60.4 ms<br>Total Pulse Width:<br>120.8ms | N/A | N/A | SE<br>Note 5 | |
| Pulse duration | Not Multiphasic | Not Multiphasic | N/A | N/A | SE | |
| Net Charge | 0 uC @ 500Ω | 1.43 uC@ 500 Ω | N/A | N/A | SE | |
| Maximum<br>Current<br>Density | 0.171 mA/cm²@<br>500Ω | 0.514 mA/cm² @ 500 Ω | N/A | N/A | SE<br>Note 6 | |
| Maximum<br>Power Density | 0.234 mW/cm²<br>@ 500Ω | 0.493 mW/cm² @<br>500 Ω ;<br>1.98mW/cm² @1k Ω | N/A | N/A | SE<br>Note 6 | |
| ON time | Constant | Constant | N/A | N/A | SE | |
| Elements<br>of<br>Comparison | Subject Device | Predicate<br>Device(Primary<br>Predicate Device) | Predicate Device | Predicate Device | Remark | |
| OFF time | None | None | N/A | N/A | SE | |
| For LED red light irradiation function | | | | | | |
| LED<br>wavelength | 660±5nm | -- | 660nm | 650 +/- 5nm | SE<br>Note 7 | |
| LED<br>Power<br>Density | 80mW/cm² | -- | --; | 80mW/cm² | SE | |
| Additional Features | | | | | | |
| Biocompatibilit<br>y | All user directly<br>contacting<br>materials are<br>compliance with<br>ISO10993-5,<br>ISO10993-10<br>requirements. | All user directly<br>contacting materials<br>are compliance with<br>ISO10993-5 and<br>ISO10993-10<br>requirements | All user directly<br>contacting materials<br>are compliance with<br>ISO10993-5 and<br>ISO10993-10<br>requirements. | All user directly<br>contacting<br>materials are<br>compliance with<br>ISO10993-5,<br>ISO10993-10. | SE | |
| Electrical<br>Safety | Comply with IEC<br>60601-1 and IEC<br>60601-2-10;<br>IEC62471 | Comply with IEC<br>60601-1 and IEC<br>60601-2-10 | Comply with<br>IEC<br>60601-1 | Comply with IEC<br>60601-1 | SE | |
| EMC | Comply with IEC<br>60601-1-2 | Comply with IEC<br>60601-1-2 | Comply with IEC<br>60601-1-2 | Comply with IEC<br>60601-1-2 | SE | |
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# Comparison in Detail(s):
# Note 1 (Power Source(s) and Method of Line Current Isolation):
The design of the power source is according to the circuit design of the device, which should ensure the safety and effectiveness. Our product complies with IEC 60601-1 requirements for electrical safety; and the performance of our device is substantially equivalent with the predicated devices under this power supply condition, which would be discussed in the follow description. Therefore, this difference on Power source and Method of Line current isolation would not introduces safety and effectiveness issue.
# Note 2 (Timer Range):
The design of the timer range is basing on the intended use. The user could adjust the time by the modes based on user instruction. However, based on the output specification comparing with the predicate devices, we set the default treatment time is 10 minutes which could meet the requirements in the energy aspect. Thus, this difference on Timer range would not introduces safety and effectiveness issue on subject device.
# Note 3 (Weight):
These data would be different due to different devices design because the internal circuit design and components choosing are different, which will lead to minor difference on weight or dimension. But weight and dimensions won't affect the safety and effectiveness of the device so it can deemed as the substantially equivalence.
# Note 3a (Electrode):
The material of electrode is same to the ones used in K 133823, and the material of electrode of subject device had pass the testing based on ISO 10993-5 and ISO 10993-10, so there is no biocompatibility safety issue. Even there is some minor difference on the size of contact area of electrodes on the face, however, the critical parameters of micro-current output specification is same between subject device and predicate device K133823, so the minor difference do not affect the subject devices' effectiveness; and the Maximum Power Density of subject device can meet with IEC60601-2-10 and FDA guidance requirement, so we can judge that the minor difference of size of contact area do not affect the subject devices' safety and effectiveness.
# Note 4 (Maximum Output Voltage and Maximum Output Current):
The effect of micro current stimulation is determined by micro-current output waveform and output current. There is only little difference between the output voltage and current of the subject device
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and the predicate device. Also, the subject device and the predicate device are all compliant with IEC 60601-1, and IEC60601-2-10 and Guidance for Powered Muscle Stimulator, which means we have proved its safety as well as the effectiveness comparing with the predicate device.
# Note 5 (Frequency and Pulse duration):
The effect of micro current stimulation are determined by micro-current output waveform and output current. Frequency and pulse is the time parameter of the waveform. There is only little difference between the Frequency and pulse duration of the subject device from the predicate device. Also, the subject device and the predicate device are all compliant with IEC 60601-1, and IEC60601-2-10 and Guidance for Powered Muscle Stimulator, which means we have proved its safety as well as the effectiveness comparing with the predicate device. Therefore, the subject device and predicate device are substantially equivalence on these parameters.
# Note 6 (Maximum current density and Maximum power density):
The effect of micro current stimulation on facial skin are determined by micro-current output waveform and output current. There is only little difference between the output voltage and current of the subject device from the predicate device, Also, the subject device and the predicate device are all compliant with IEC 60601-1, and IEC60601-2-10 and Guidance for Powered Muscle Stimulator , and the maximum power density meet with the maximum allowed value 0.25 (W/cm²) required in FDA guidance. Therefore, the subject device and predicate devices are substantially equivalence on these parameters.
# Note 7 (LED Wavelength):
In scientific theory, the spectral range of red light wavelength is 620 - 750nm. Therefore, although there is a little difference of the LED wavelengths between the subject and predicate devices, they all belongs to the range of red light wavelengths, and the device pass the testing according to IEC62471 and IEC60601-2-57 which means the difference won't affect the effectiveness or the safety, so it can be deemed as the substantially equivalence.
# Finial Conclusion:
The subject device BeneLife Premium Facial Treatment Pack (Model: QZ0701A) is Substantial Equivalence to the predicate devices.
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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.