The STIMPOD NMS460 Nerve Stimulator is a Transcutaneous Electrical Nerve Stimulation (TENS) device used for symptomatic relief and management of chronic intractable pain and/or as an adjunctive treatment of post-surgical pain, post traumatic acute pain problems, as well as an adjunct for pain control due to rehabilitation.
Device Story
Handheld, low-frequency TENS device; delivers electrical pulses through skin to manage pain. Operates as current source; provides two waveforms: Monophasic Square Wave and proprietary Hybrid RF waveform (Monophasic Square Wave with superimposed Radio Frequency). Used in clinical environments by healthcare professionals. Device features automatic overload and no-load detection; automatic shut-off; user override control. Output parameters (amplitude, pulse width, frequency) are controlled by the user. Benefits include pain relief and management for chronic, post-surgical, or post-traumatic conditions. Device is powered by 4 AAA alkaline batteries.
Clinical Evidence
Bench testing only. Compliance with IEC 60601-1 (general safety), IEC 60601-1-2 (EMC), and IEC 60601-2-10 (nerve/muscle stimulator safety) confirmed. No clinical data provided.
Indicated for symptomatic relief and management of chronic intractable pain, adjunctive treatment of post-surgical or post-traumatic acute pain, and pain control during rehabilitation. Contraindicated in patients with known neurological disorders.
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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Food and Drug Administration 10903 New Hampshire Avenue Document Control Center - WO66-G609 Silver Spring, MD 20993-0002
January 18, 2017
Xavant Technology (PTY) Ltd Roche Janse van Rensberg Chairman Unit 102 The Tannery Industrial Park 309 Derdepoort Road Silverton, ZA 0184 Gauteng
Re: K161091
Trade/Device Name: STIMPOD NMS460 Nerve Stimulator Regulation Number: 21 CFR 882.5890 Regulation Name: Transcutaneous Electrical Nerve Stimulator For Pain Relief Regulatory Class: Class II Product Code: GZJ Dated: December 2, 2016 Received: December 2, 2016
Dear Roche van Rensberg:
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 801); medical device reporting (reporting of medical devicerelated adverse events) (21 CFR 803); good manufacturing practice requirements as set forth in
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the quality systems (OS) regulation (21 CFR Part 820); and if applicable, the electronic product radiation control provisions (Sections 531-542 of the Act); 21 CFR 1000-1050.
If you desire specific advice for your device on our labeling regulation (21 CFR Part 801), please contact the Division of Industry and Consumer Education at its toll-free number (800) 638-2041 or (301) 796-7100 or at its Internet address
http://www.fda.gov/MedicalDevices/ResourcesforYou/Industry/default.htm. 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 the CDRH's Office of Surveillance and Biometrics/Division of Postmarket Surveillance.
You may obtain other general information on your responsibilities under the Act from the Division of Industry and Consumer Education at its toll-free number (800) 638-2041 or (301) 796-7100 or at its Internet address
http://www.fda.gov/MedicalDevices/ResourcesforYou/Industry/default.htm.
Sincerely yours,
| William J. | Digitally signed by William J. Heetderks -A |
|--------------|---------------------------------------------|
| | DN: c=US, o=U.S. Government, ou=HHS, |
| | ou=NIH, ou=People, |
| | 0.9.2342.19200300.100.1.1=0010149848, |
| Heetderks -A | cn=William J. Heetderks -A |
| | Date: 2017.01.18 16:51:40 -05'00' |
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) K161091
Device Name STIMPOD NMS460 Nerve Stimulator
#### Indications for Use (Describe)
The STIMPOD NMS460 Nerve Stimulator is a Transcutaneous Electrical Nerve Stimulation (TENS) device used for symptomatic relief and management of chronic intractable pain and/or as an adjunctive treatment of post-surgical pain, post traumatic acute pain problems, as well as an adjunct for pain control due to rehabilitation.
Type of Use (Select one or both, as applicable)
| <span style="font-size:100%;">☑</span> Prescription Use (Part 21 CFR 801 Subpart D) |
|-------------------------------------------------------------------------------------|
| <span style="font-size:100%;">☐</span> Over-The-Counter Use (21 CFR 801 Subpart C) |
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### This 501(k) summary is prepared in accordance with the requirements of 21 CFR 807.92 K161091
### Date this Summary was Prepared [21CFR807.92(a)(1)]
Date Prepared: February 2016
### Submitter's Information [21CFR807.92(a)(1)]
| Company Name: | XAVANT TECHNOLOGY (PTY) LTD |
|-----------------|--------------------------------------|
| Street Address: | Unit 102 The Tannery Industrial Park |
| | 309 Derdepoort Road |
| | Silverton |
| City: | Pretoria |
| State/Province: | Gauteng |
| Country: | South Africa |
| Telephone: | +27(0) 12 743 5959 |
| Facsimile: | +27(0) 86 547 0026 |
| Contact Person: | R. Janse van Rensburg |
| Contact Title: | Chairman |
| Contact Email: | roche@xavant.com |
#### Trade Name, Common Name, Classification [21CFR807.92(a)(2)]
Trade Name: STIMPOD NMS460 Nerve Stimulator Common Name: TENS (Transcutaneous Electronic Nerve Stimulator) device Device Class: Class II Product Code: GZJ (Stimulator, nerve, transcutaneous)
### Identification of Predicate Device(s) [21CFR807.92(a)(3)[
| PREDICATE DEVICES |
|--------------------------------------------------------------------------------------------------------------------------------|
| The STIMPOD NMS460 Nerve Stimulator is similar to the following predicate device as<br>a TENS device under classification GZJ: |
| Acticare (K081835), Bioinduction Ltd |
| The STIMPOD NMS460 Nerve Stimulator mapping probe is similar to the following<br>predicate device<br>under classification BXN: |
| STIMPOD NMS400 (K093591), Xavant Technology |
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### Description of the Device [21CFR807.92(a)(4)]
The STIMPOD NMS460 Nerve Stimulator is a hand held low frequency neuromodulation Transcutaneous Electrical Nerve Stimulation (TENS) device, used for symptomatic relief and management of chronic intractable pain and/or as an adjunctive treatment in the management of post-surgical pain, post traumatic acute pain, as well as an adjunct for pain control due to rehabilitation exercises.
The STIMPOD NMS460 Nerve Stimulator offers two types of waveforms for the management of pain. The first is a Monophasic Square Wave, which is typical of normal TENS machines. The second waveform is a Hybrid RF waveform which consists of a Monophasic Square Wave with a superimposed Radio Frequency waveform. This waveform is proprietary and is unique to STIMPOD NMS460 Nerve Stimulator.
| Parameters | STIMPOD NMS460 Nerve<br>Stimulator (Subject device) | Acticare (Predicate device)<br>K081835 |
|--------------------------------|------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
| Indications for Use | The STIMPOD NMS460<br>Nerve Stimulator is a low<br>frequency neuromodulation<br>Transcutaneous Electrical<br>Nerve Stimulation device,<br>used for symptomatic relief<br>and management of chronic<br>intractable pain and/or as an<br>adjunctive treatment in the<br>management of post-surgical<br>pain, post traumatic acute<br>pain, as well as and adjunct<br>for pain control due to<br>rehabilitation exercises | As a transcutaneous<br>electronic nerve<br>stimulation(tens) device for:<br>the symptomatic relief of<br>chronic intractable pain, and<br>as an adjunctive treatment in<br>the management of post-<br>surgical or post traumatic<br>pain.<br><br>As a neuromuscular<br>electrostimulation (nmes)<br>device for: the relaxation of<br>muscle spasm, prevention of<br>retardation of disuse atrophy,<br>increasing local blood<br>circulation, muscle re-<br>education, immediate post-<br>surgical stimulation of the<br>calf muscles to prevent<br>venous thrombosis and to<br>maintain or increase the<br>range of motion. |
| Number of Output Modes | 1 | 5 (Normal, Powerful, Long<br>Pulse, Burst Mode 1 and 2) |
| Number of Waveforms | 2 (Monophasic, Biphasic<br>with offset) | 3 (Monophasic, Biphasic,<br>Twin Peak) |
| Number of Output<br>Channels | 1 | 1 |
| Method of Channel<br>Isolation | N/A | N/A |
| Current/Voltage Source | Current source | Voltage source |
| Automatic Overload | Yes | N/A |
Indications for Use and Substantial Equivalence [21 CFR807.92(a)(5)]
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| Detection | | |
|---------------------------------------|------------------------------------------|------------------------------------|
| Automatic No-Load<br>Detection | Yes | Yes |
| Automatic Shut Off | Yes | |
| User Override Control | Yes | Yes |
| Housing Materials and<br>Construction | ABS Plastic | ABS Plastic |
| Current Range | 0-30mA | 20mA |
| Pulse width options | 0.1ms, 0.2ms | 0.005ms to 0.1ms |
| Maximum stimulation<br>voltage | 220V | 250V |
| Maximum output current | 43.7mA | 127mA |
| Net charge | $6.06\mu C$ | $14.88\mu C$ |
| Maximum Current Density | $93.28\mu A/mm^2$ @500Ohm | $232.62\mu A/mm^2$ @500Ohm |
| Maximum Average Power<br>Density | $71.5\mu W/mm^2$ @500Ohm | $378.575\mu W/mm^2$ @500Ohm |
| Waveform | Monophasic square<br>wave/Hybrid RF wave | Biphasic, Monophasic, Twin<br>Peak |
| Stimulation Frequency | 1Hz, 2Hz, 5Hz, 10Hz +5% | 1Hz to 500kHz |
| Load Impedance | 7kOhm | 12.5kOhm |
| Treatment Timer<br>Maximum | 99 minutes | 180 minutes |
| Device Classification | Class IIa, Type BF | Class IIa, Type BF |
| Power Supply | 4 x AAA alkaline batteries | 4 x AA alkaline batteries |
### Technological Characteristics [21CFR807.92(a)(6)]
The STIMPPOD NMS460 Nerve Stimulator is very similar to the predicate device and has technology characteristics that are substantially equivalent to the predicate device.
The STIMPOD NMS460 and the Acticare predicate device transmit electrical pulses through the skin. The range of amplitudes, pulse widths, frequencies and polarities delivered by the STIMPOD NMS460 Nerve Stimulator is within the ranges delivered by the predicate device.
The STIMPOD NMS460 Nerve Stimulator and the predicate device can be used in clinical environments.
Summary of detailed comparison between the Stimpod NMS460 and Acticare devices for the listed worst-case scenarios:
| Device | Calculation/Result | Mode | Load/s |
|----------------------------------------------|--------------------|------------------------|---------|
| Maximum output Voltage | | | |
| NMS460 | 228V | Monophasic Square Wave | 10 kOhm |
| Acticare | 62.4V | Monophasic Square Wave | 5 kOhm |
| Maximum output Current | | | |
| NMS460 | 43.7mA (Peak) | Hybrid RF Mode | 500 Ohm |
| Acticare | 127mA (Peak) | Monophasic Square Wave | 500 Ohm |
| Maximum Average Current (Over primary phase) | | | |
| NMS460 | 29.85mA | Monophasic Square Wave | 500 Ohm |
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| Acticare | 74.44mA | Monophasic Square Wave | 500 Ohm |
|-------------------------------|------------------------------------|------------------------|---------|
| Duration of primary phase | | | |
| NMS460 | 206us | Hybrid RF Mode | 10 kOhm |
| Acticare | 200.4us | Monophasic Square Wave | 5 kOhm |
| Pulse Duration | | | |
| NMS460 | 206us | Hybrid RF Mode | 10 kOhm |
| Acticare | 200.4us | Monophasic Square Wave | 5 kOhm |
| Net Charge | | | |
| NMS460 | 6.06 uC | Hybrid RF Mode | 500 Ohm |
| Acticare | 14.88 uC | Monophasic Square Wave | 500 Ohm |
| Maximum Average Phase Charge | | | |
| NMS460 | 6.06 uC | Hybrid RF Mode | 500 Ohm |
| Acticare | 14.88 uC | Monophasic Square Wave | 500 Ohm |
| Maximum Current Density | | | |
| NMS460 | $93.281 x 10^{-6} \frac{A}{mm^2}$ | Hybrid RF Mode | 500 Ohm |
| Acticare | $232.619 x 10^{-6} \frac{A}{mm^2}$ | Monophasic Square Wave | 500 Ohm |
| Maximum Average Power Density | | | |
| NMS460 | $591.783 x 10^{-6} \frac{W}{mm^2}$ | Hybrid RF Mode | 5 kOhm |
| Acticare | $378.575 x 10^{-6} \frac{W}{mm^2}$ | Monophasic Square Wave | 500 Ohm |
As indicated above the Acticare can deliver up to three times as much peak current and more than twice the average phase current compared to the NMS460. For the selected pulse width of 200us, both units performed within 5% of the pulse width setting. With regards to the net charge and maximum average phase charge and maximum current density, the Acticare again has significantly higher values than the Stimpod NMS460 Nerve Stimulator.
Considering these factors, it is reasonable to conclude that the Stimpod NMS460 Nerve Stimulator is substantially equivalent regarding safety to the Acticare.
Comparison of RF component of Hybrid RF Waveform of Stimpod NMS460 Nerve Stimulator with Burst Modes in the RF range of the Acticare:
| RF Stimulating Options | | |
|-------------------------------|-----------------------------------------------|--------------------------------------|
| | Articare TSE (refer to Appendix B for detail) | Stimpod NMS460 Nerve Stimulator |
| Waveform Options | Biphasic, Monophasic, Twin Peak | Biphasic, with a DC offset, decaying |
| Pulse Width Options | $10\u03bcs$ – 2s | $100\u03bcs$ , $200\u03bcs$ |
| Pulse Repetition Rate Options | 0.25Hz – 2kHz | 1,2,5,10 Hz |
| RF Frequency Options | 5kHz - 500kHz | 160kHz fixed |
As indicated above the RF parameters offered by the Stimpod NMS460 Nerve Stimulator are well within the range of RF parameters offered by the Articare TSE as far as frequency of stimulation, pulse widths, pulse repetition rates and current amplitude are concerned.
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Based on the fact that the Stimpod NMS450 Nerve Stimulator is designed as a current source and delivers according to its specification for loads up to 5 kOhm, it is reasonable to conclude that the NMS460 is substantially equivalent to the Acticare regarding effectiveness.
#### Contra-indications
Known neurological disorders.
#### Biocompatibility
Materials used in the manufacture of the STIMPOD NMS460 Nerve Stimulator are safe and pose no threat or danger if they come into contact with human skin. Both the stainless steel (316L) used in the construction of the probe and the ABS plastic used in the manufacture of the enclosure have previously been used in the manufacture of medical and surgical instruments. The materials, referring to the stainless steel and ABS plastic, have also been previously used in FDA approved medical devices (K093591).
The material used and the physical properties of the materials that come into contact with the patient are equivalent with the comparative devices and pose no danger to the patient.
#### Software level of concern
Software level of concern: Moderate
### Non-clinical Testing [21CFR807.92(b)(1)]
Electrical Safety
The STIMPOD NMS460 Nerve Stimulator was tested for patient safety in accordance with the following standards:
IEC 60601-1: 2005, Medical electrical equipment - Part 1: General requirements for basic safety and essential performance.
Test results indicated that the STIMPOD NMS460 Nerve Stimulator complies with the applicable Standards.
Electromagnetic Compatibility
The STIMPOD NMS460 Nerve Stimulator was tested for EMC in accordance with the following standard:
IEC 60601-1-2: 2007, Medical Electrical Equipment, Part 1-2: General Requirements for Safety - Collateral Standard: Electromagnetic Compatibility-Requirements and Tests.
Test results indicated that the STIMPOD NMS460 Nerve Stimulator complies with the applicable Standard.
Safety of Nerve and Muscle Stimulators
The STIMPOD NMS460 Nerve Stimulator was tested for the requirements for safety of nerve and muscle stimulators:
IEC 60601-2-10: 2015. Particular requirements for the basic safety and essential performance of nerve and muscle stimulators.
Test results indicated that the STIMPOD NMS460 Nerve Stimulator complies with the applicable Standard.
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## Conclusion [21CFR807.92(b)(3)]
The STIMPOD NMS460 and the Acticare predicate device have the same intended use and similar technical characteristics, performances and applications. The information supplied in the full 510(k) application illustrates that the device does not pose any new question of safety or effectiveness. STIMPOD NMS460 is substantially equivalent to the predicate device.
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.