EasiSlush™ slushed solution is intended for topical cooling of in-situ, abdominal donor organs during intraoperative recovery from the donor. It is also intended to maintain organ hypothermia during storage and transport to the transplant recipient. EasiSlush™ slushed solution is used to establish, and maintain hypothermia of donor organs during recovery, storage, and transport.
Device Story
EasiSlush is a sterile, nonpyrogenic, isotonic 0.9% Sodium Chloride solution (1.25L in 2L bag) used for topical cooling of abdominal donor organs. During organ recovery, the solution is delivered to the open peritoneal cavity to create hypothermia by cooling external organ surfaces. During storage and transport, it is used to surround a sealed primary organ bag containing the organ and preservation solution, acting as a cooling medium within a secondary bag or tertiary container. The device is used by transplant teams in clinical settings (OR/OPO). It does not flush or perfuse the organ. The solution is terminally sterilized via gamma irradiation. The device benefits patients by slowing biological deterioration of donor organs through effective hypothermic maintenance.
Clinical Evidence
No clinical data. Evidence consists of bench testing, including biocompatibility (ISO 10993), leachable analysis, sterility validation (ANSI/AAMI/ISO 11137-2), and temperature performance testing demonstrating effective hypothermic maintenance for over 36 hours without freezing the organ surface.
Technological Characteristics
0.9% Sodium Chloride Irrigation (USP 34). 1.25L volume in PVC-free bag. Terminally sterilized via gamma irradiation (SAL 10^-6). Biocompatible per ISO 10993. No electronic components or software.
Indications for Use
Indicated for topical cooling of in-situ abdominal donor organs during intraoperative recovery and for maintaining organ hypothermia during storage and transport to the transplant recipient.
Regulatory Classification
Identification
An isolated kidney perfusion and transport system and accessories is a device that is used to support a donated or a cadaver kidney and to maintain the organ in a near-normal physiologic state until it is transplanted into a recipient patient. This generic type of device may include tubing, catheters, connectors, an ice storage or freezing container with or without bag or preservatives, pulsatile or nonpulsatile hypothermic isolated organ perfusion apparatus with or without oxygenator, and disposable perfusion set.
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September 24, 2019
Bridge to Life Ltd. % Richard O. Wood Senior Member The Wood Burditt Group LLC 10 E. Scranton Ave, Ste. 201 Lake Bluff, IL 60044
Re: K191006
Trade/Device Name: EasiSlush™ (Sodium Chloride Solution for Sterile Slush Preparation) (0.9% Sodium Chloride Irrigation, USP) Regulation Number: 21 CFR 876.5880 Regulation Name: Isolated kidney perfusion and transport system and accessories Regulatory Class: II Product Code: KDN Dated: August 21, 2019 Received: August 23, 2019
Dear Richard Wood:
We have reviewed your Section 510(k) premarket notification of intent to market the device referenced above and have determined the device is substantially equivalent (for the indications for use stated in the enclosure) to legally marketed predicate devices marketed in interstate commerce prior to May 28, 1976, the enactment date of the Medical Device Amendments, or to devices that have been reclassified in accordance with the provisions of the Federal Food, Drug, and Cosmetic Act (Act) that do not require approval of a premarket approval application (PMA). You may, therefore, market the device, subject to the general controls provisions of the Act. Although this letter refers to your product as a device, please be aware that some cleared products may instead be combination products. The 510(k) Premarket Notification Database located at https://www.accessdata.fda.gov/scripts/cdrh/cfdocs/cfpmn/pmn.cfm identifies combination product submissions. The general controls provisions of the Act include requirements for annual registration, listing of devices, good manufacturing practice, labeling, and prohibitions against misbranding and adulteration. Please note: CDRH does not evaluate information related to contract liability warranties. We remind you, however, that device labeling must be truthful and not misleading.
If your device is classified (see above) into either class II (Special Controls) or class III (PMA), it may be subject to additional controls. Existing major regulations affecting your device can be found in the Code of Federal Regulations, Title 21, Parts 800 to 898. In addition, FDA may publish further announcements concerning your device in the Federal Register.
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Please be advised that FDA's issuance of a substantial equivalence determination does not mean that FDA has made a determination that your device complies with other requirements of the Act or any Federal statutes and regulations administered by other Federal agencies. You must comply with all the Act's requirements, including, but not limited to: registration and listing (21 CFR Part 807); labeling (21 CFR Part 801); medical device reporting of medical device-related adverse events) (21 CFR 803) for devices or postmarketing safety reporting (21 CFR 4, Subpart B) for combination products (see https://www.fda.gov/combination-products/guidance-regulatory-information/postmarketing-safety-reportingcombination-products); good manufacturing practice requirements as set forth in the quality systems (QS) regulation (21 CFR Part 820) for devices or current good manufacturing practices (21 CFR 4, Subpart A) for combination products; and, if applicable, the electronic product radiation control provisions (Sections 531-542 of the Act); 21 CFR 1000-1050.
Also, please note the regulation entitled, "Misbranding by reference to premarket notification" (21 CFR Part 807.97). For questions regarding the reporting of adverse events under the MDR regulation (21 CFR Part 803), please go to https://www.fda.gov/medical-device-safety/medical-device-reportingmdr-how-report-medical-device-problems.
For comprehensive regulatory information about mediation-emitting products, including information about labeling regulations, please see Device Advice (https://www.fda.gov/medicaldevices/device-advice-comprehensive-regulatory-assistance) and CDRH Learn (https://www.fda.gov/training-and-continuing-education/cdrh-learn). Additionally, you may contact the Division of Industry and Consumer Education (DICE) to ask a question about a specific regulatory topic. See the DICE website (https://www.fda.gov/medical-device-advice-comprehensive-regulatoryassistance/contact-us-division-industry-and-consumer-education-dice) for more information or contact DICE by email (DICE@fda.hhs.gov) or phone (1-800-638-2041 or 301-796-7100).
Sincerely.
Carolyn Y. Neuland, Ph.D. Assistant Director DHT3A: Division of Renal, Gastrointestinal, Obesity and Transplant Devices OHT3: Office of Gastro-Renal, ObGyn, General Hospital and Urology Devices Office of Product Evaluation and Quality Center for Devices and Radiological Health
Enclosure
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## Indications for Use
#### 510(k) Number (if known)
#### K191006
#### Device Name
EasiSlush™ (Sodium Chloride Solution for Sterile Slush Preparation) (0.9% Sodium Chloride Irrigation, USP)
#### Indications for Use (Describe)
EasiSlush™ slushed solution is intended for topical cooling of in-situ, abdominal donor organs during intraoveralive recovery from the donor. It is also intended to maintain organ hypothermia during storage and transport to the transplant recipient.
EasiSlush™ slushed solution is used to establish, and maintain hypothermia of donor organs during recovery, storage, and transport.
#### Organ Recovery
Prior to organ recovery, EasiSlush™ slushed solution is delivered to the open peritoneal cavity of the donor to assist in creating hypothermia by topically cooling external surfaces of organs for recovery.
During orqan recovery, if ice crystals are no longer visible, the temperature of the saline solution will begin to rise and additional EasiSlush slushed solution may be delivered per established transprocedures. (Temperature rise may be assessed with temperature probes, being careful that the probe is measuring the solution and is not in contact with the organ).
#### Organ Storage/Transport
For organ storage/transport, EasiSlush™ slushed to topically cool external surfaces of a sterile, sealed, primary organ bag containing chilled preservation and the organ. In this application, EasiSlush may be added to a secondary bag or to a tertiary hard container to surround the primary organ bag. Once bagged, the organ can be placed in a bed of non-sterile ice in an insulated transport container, which is then closed. Actual follow standard practices of the OPO or hospital for transporting and storing specific types of donor organs using sterile, slush solutions.
| Type of Use (Select one or both, as applicable) | |
|-----------------------------------------------------------------------------------------------------------------------------|----------------------------------------------------------------------------------------------------------------------------|
| <div> <span> <span style="text-decoration: overline;">☑</span> Prescription Use (Part 21 CFR 801 Subpart D) </span> </div> | <div> <span> <span style="text-decoration: overline;">☐</span> Over-The-Counter Use (21 CFR 801 Subpart C) </span> </div> |
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| 5. 510(k) Summary | Bridge to Life EasiSlush™ |
|-------------------|----------------------------------------------------------|
| | (sodium chloride solution for sterile slush preparation) |
#### Submitter Information:
Bridge to Life Ltd. 128 Suber Rd. Suite A Columbia, SC 29210
| Contact Person: | Richard O. Wood, the Wood Burditt Group |
|-----------------|-----------------------------------------|
| Phone: | (847) 234-7500 x 203 |
| Fax: | (847) 574-0728 |
| Email: | rowood@woodburditt.com |
| Date Prepared: | September 13, 2019 |
| | |
### Device Name:
| Proprietary Name: | EasiSlush™ (Sodium Chloride Solution for Sterile Slush Preparation) |
|------------------------|---------------------------------------------------------------------|
| Classification Name: | Isolated kidney perfusion and transport system and accessories |
| Device Classification: | Class II, 876.5880 |
| Product Code: | KDN |
### Predicate Devices:
| Company | Device | K Number | Predicate Status |
|-----------------------------|------------|----------|------------------|
| Preservation Solutions Inc. | CoStorSol® | K073693 | Primary |
| Preservation Solutions Inc. | MaPerSol® | K080432 | Reference |
### Description of Device:
EasiSlush (Sodium Chloride Solution for Sterile Slush Preparation) is 1.25L sterile 0.9% Sodium Chloride Solution in a 2L bag. It meets the USP 34 monograph for Sodium Chloride Irrigation. It is a sterile, nonpyrogenic, isotonic solution that is chilled for the preparation of slushed solution.
### Indication for Use:
EasiSlush™ slushed solution is intended for topical cooling of in-situ, abdominal donor organs during intraoperative recovery from the donor. It is also intended to maintain organ hypothermia during storage and transport to the transplant recipient.
EasiSlush™ slushed solution is used to establish, and maintain hypothermia of donor organs during recovery, storage, and transport.
### Organ Recovery
Prior to organ recovery, EasiSlush™ slushed solution is delivered to the open peritoneal cavity of the donor to assist in creating hypothermia by topically cooling external surfaces of organs for recovery.
During organ recovery, if ice crystals are no longer visible, the temperature of the saline solution will begin to rise and additional EasiSlush slushed solution may be delivered per established transplant team procedures. (Temperature rise may be assessed with temperature probes, being careful that the probe is measuring the solution and is not in contact with the organ).
### Organ Storage/Transport
For organ storage/transport, EasiSlush™ slushed solution may be used to topically cool external surfaces of a sterile, sealed, primary organ bag containing chilled preservation solution and the organ. In this application, EasiSlush may be added to a secondary bag or to a tertiary hard container to surround the primary organ bag. Once bagged, the organ can be placed in a bed of non-sterile ice in an insulated transport container, which is then closed. Actual use should follow standard practices of the OPO or hospital for transporting and storing specific types of donor organs using sterile, slush solutions.
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# Technological Characteristics and Comparison
For its Intended Uses, EasiSlush™ slushed solution is substantially equivalent to both the Predicate and Reference preservation solutions and the subset of their intended uses to create hypothermia during organ recovery, storage, and transport to slow biological deterioration in organs to be removed from their physiological environment per standard organ preservation practices. Both the Predicate and Reference Devices are also intended for use to flush, perfuse and/or remain in the organ after retrieval. Such intended uses are not claimed for EasiSlush.
The following table provides a comparison of attributes between the proposed device and the predicate and reference devices:
| | Subject Device | Predicate Device | Reference Device | Comparison | |
|-----------------------------------------------------------------------|--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
| Device | EasiSlush™ | CoStorSol® | MaPerSol® | | |
| 510k Number | K191006 | K073693 | K080432 | | |
| Manufacturer | Intermountain<br>Life Sciences,<br>UT, USA | Preservation<br>Solutions Inc.,<br>WI, USA | Preservation<br>Solutions Inc.,<br>WI, USA | | |
| Classification<br>& Product<br>Code | 876.5880; KDN | 876.5880; KDN | 876.5880; KDN | Same | |
| Device<br>Classificatio<br>n Name | Isolated kidney<br>perfusion and<br>transport system<br>and accessories | Isolated kidney<br>perfusion and<br>transport system<br>and accessories | Isolated kidney<br>perfusion and<br>transport system<br>and accessories | Same | |
| Common Name | 0.9% Saline Slush<br>Solution | Organ Storage<br>Solution | Organ Preservation<br>Solution | | |
| DESCRIPTION,<br>INDICATIONS,<br>& INTENDED<br>USE | | | | | |
| Device Description | EasiSlush™ is a clear,<br>colorless 0.9%<br>Sodium Chloride<br>solution for<br>preparation of slushed<br>solution to provide<br>hypothermia during<br>the recovery, storage,<br>and transport of donor<br>organs for<br>transplantation.<br>The solution is sterile,<br>non-pyrogenic,<br>isotonic and is<br>contained in a 2L<br>sterile, flexible, non- | CoStorSol® is a clear<br>to light yellow,<br>sterile, non-<br>pyrogenic solution<br>for hypothermic<br>flushing and storage<br>of organs.<br>The solution is<br>packaged in 1-liter<br>bags, which must be<br>chilled to between 2º<br>and 6°C prior to use.<br>The solution may be<br>used without any<br>point of use<br>filtration. | MaPerSol® is a<br>colorless, sterile,<br>non-pyrogenic, non-<br>toxic solution for in-<br>vitro flushing and<br>continuous perfusion<br>of explanted<br>kidneys.<br>The solution is<br>packaged in 1-liter<br>bags. | Similar<br>Subject device<br>is an accessory<br>to organ<br>preservation<br>solutions. All<br>solutions are<br>used in the<br>organ<br>procurement<br>and transplant<br>process per<br>standard organ<br>preservation<br>practices. | |
| Indications for Use | Organ Recovery | Belzer UW® Cold | Pre-cool the kidney by | Similar | |
| | Prior to organ<br>recovery, EasiSlush™<br>slushed solution is<br>delivered to the open<br>peritoneal cavity of<br>the donor to assist in<br>creating hypothermia<br>by topically cooling<br>external surfaces of<br>organs for recovery. | Storage Solution must<br>be cooled to 2º to 6°C<br>(36° to 43°F) prior to<br>use. The cold solution<br>is used to flush the<br>isolated organ<br>immediately before<br>removal from the donor<br>and/or immediately<br>after removal from the<br>donor. | vascular flush-out using<br>Belzer MPS® or other<br>cooled solutions (2°-<br>8°C) (Belzer UW Cold<br>Storage Solution,<br>Ringers, or saline). | Subject device is an<br>accessory to organ<br>preservation<br>solutions. All devices<br>are used at cold<br>temperatures, per<br>standard preservation<br>practices, to slow<br>biological<br>deterioration in<br>organs removed from<br>their physiological<br>environment. | |
| | During organ<br>recovery, if ice<br>crystals are no<br>longer visible, the<br>temperature of the<br>saline solution will<br>begin to rise and<br>additional EasiSlush<br>slushed solution<br>may be delivered<br>per established<br>transplant team<br>procedures.<br>(Temperature rise<br>may be assessed<br>with temperature<br>probes, being<br>careful that the<br>probe is measuring<br>the solution and is<br>not in contact with<br>the organ). | The solution is then left<br>in the organ vasculature<br>during hypothermic<br>storage and<br>transportation. Belzer<br>UW Cold Storage<br>Solution is to be used<br>for cold storage of the<br>organ and is not<br>acceptable for<br>continuous machine<br>perfusion. | The kidney should be<br>perfused following the<br>manufacturer's or<br>perfusion center's<br>protocol. | Specifically: Use #1<br>– Similar. During<br>organ retrieval,<br>subject device<br>augments predicate<br>to create<br>hypothermia, by<br>topical/external<br>cooling of organ. | |
| | Organ Storage/<br>Transport | | | | |
| | For organ<br>storage/transport,<br>EasiSlush™ slushed<br>solution may be<br>used to topically<br>cool external<br>surfaces of a sterile,<br>sealed, primary<br>organ bag<br>containing chilled<br>preservation<br>solution and the<br>organ. In this<br>application,<br>EasiSlush may be<br>added to a | | | Use #2 - Similar<br>During storage and<br>transport, subject<br>device augments<br>predicate in<br>maintaining organ<br>hypothermia, by<br>cooling the organ<br>and preservation<br>solution, which are<br>sealed in a medical-<br>grade bag. | |
| | secondary bag or to | | | Use #3 - Different<br>Not Applicable<br>Subject device is not<br>intended to flush,<br>perfuse, or be left in<br>the organ. | |
| | | a tertiary hard container to<br>surround the primary<br>organ bag. Once bagged,<br>the organ can be placed in<br>a bed of non-sterile ice in<br>an insulated transport<br>container, which is then<br>closed. Actual use should<br>follow standard practices<br>of the OPO or hospital for<br>transporting and storing<br>specific types of donor<br>organs using sterile, slush<br>solutions. | | | |
| Intended Use | | EasiSlush™ slushed<br>solution is intended for<br>topical cooling of in-<br>situ, abdominal donor<br>organs during<br>intraoperative<br>recovery from the<br>donor. It is also<br>intended to maintain<br>organ hypothermia<br>during storage and<br>transport to the<br>transplant recipient. | CoStorSol® is<br>intended for the<br>flushing and cold<br>storage of kidney,<br>liver and pancreas<br>organs at the time of<br>organ removal from<br>the donor in<br>preparation for<br>storage, transportation<br>and eventual<br>transplantation into a<br>recipient. | MaPerSol® organ<br>preservation solution<br>is intended for in-<br>vitro flushing and<br>continuous<br>hypothermic<br>perfusion of<br>explanted kidneys. | Similar<br>Subject device is<br>an accessory to<br>organ preservation<br>solutions. All<br>devices are<br>intended for use at<br>cold temperatures,<br>to slow biological<br>deterioration in<br>organs removed<br>from their<br>physiological<br>environment per<br>standard organ<br>preservation<br>practices. |
| | TECNOLOGICAL<br>CHARACTERISTICS | | | | |
| | Storage<br>Temperature | 2° to 25° C | 2° to 25° C | 2° to 25° C | Same |
| | Pre-Cooling | Pre-cool solution prior<br>to use (-4° to -15°C) | Pre-cool solution prior<br>to use (2° to 6° C) | Pre-cool solution<br>prior to use (2° to 8°<br>C) | Similar<br>Subject solution<br>is used as<br>"slush" (mixture<br>of ice and<br>liquid), while<br>predicate is<br>used as a very<br>cold liquid |
| | In-Situ Organ<br>Cooling | Topical cooling of<br>external organ<br>surfaces from direct<br>contact with subject<br>device. | Internal cooling of<br>organ by perfusion of<br>cold solution through<br>organ blood vessels | Internal cooling of<br>organ from<br>perfusion of cold<br>solution through<br>organ blood<br>vessels | Similar<br>Subject device is<br>complementary<br>and augments<br>performance of<br>predicate for<br>intended use. |
| Maintain Cold<br>Organ Temperature<br>During Storage and<br>Transport | Indirectly maintains<br>cold organ<br>temperature by<br>contact with, and<br>cooling of, the outer<br>surface of a sealed<br>container which<br>contains preservation<br>solution and the<br>organ. | Directly cools organ<br>external and internal<br>surfaces via contact<br>with cold solution. | Directly cools<br>organ external and<br>internal surfaces<br>via contact with<br>cold solution. | Similar<br>Subject device<br>augments overall<br>system<br>performance by<br>cooling/<br>maintaining<br>temperature of<br>predicate device<br>and the organ. | |
| Product State | Liquid - Solution | Liquid - Solution | Liquid - Solution | Same | |
| Composition | Buffered saline<br>solution. 0.9%<br>Sodium Chloride<br>Irrigation USP | Saline solution with<br>additive salt and<br>organic compounds. | Saline solution<br>with additive salt<br>and organic<br>compounds. | Different<br>Not Applicable<br>Subject device<br>does not include<br>additive<br>chemicals for<br>organ<br>preservation. | |
| Osmolality | 308 mOsm (calc) | 320 mOsm | 300 mOsm | Similar | |
| pH | 4.5-7.0<br>(per USP monograph<br>for 0.9% Sodium<br>Chloride Irrigation) | 7.2-7.6 | 7.2-7.6 | Similar<br>Device meets USP<br>standard. Predicate<br>meets FDA-<br>cleared<br>specifications. | |
| Fluid Volume | 1,250 ml | 1,000 ml | 1,000 ml | Similar | |
| Single Use Only | Yes | Yes | Yes | Same | |
| Primary Container | PVC-Free Bag | PVC-Free Bag | PVC-Free Bag | Same | |
| Secondary<br>Overwrap<br>Pouch(es) | Sterile barrier<br>pouch (Tyvek®-<br>poly)<br>PLUS<br>Dust cover pouch<br>(poly) | Dust cover pouch<br>(poly) | Dust cover pouch<br>(poly) | Similar | |
| Shelf Life | 12 Months Initially;<br>extended to 24<br>Months based on<br>successful execution<br>of stability protocol. | 24 Months | 24 Months | Same | |
| | | | | | |
| SAFETY | | | | | |
| Pyrogenicity | Non-Pyrogenic | Non-Pyrogenic | Non-Pyrogenic | Same | |
| Sterility | Sterile solution.<br>Sterile exterior<br>surface of bag. | Sterile solution | Sterile solution | Same<br>Subject device<br>also includes<br>sterile bag<br>exterior for<br>safe handling<br>and dispensing<br>within sterile,<br>surgical field. | |
| Sterilization | Terminal gamma<br>irradiation | Aseptic processing and<br>sterile filtration | Aseptic processing and<br>sterile filtration | Same<br>All devices sterile. | |
| Biocompatibility | Biocompatible per<br>testing to ISO 10993-1 | Biocompatible per<br>testing to ISO 10993-1 | Biocompatible per<br>testing to ISO 10993-1 | Same | |
| Sterile Dispensing/<br>Administration | Sterile bag is cut<br>with sterile<br>instrument and<br>contents dispensed to<br>desired location. | Fluid is dispensed via<br>sterile port on bag.…
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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.