K200657 · Smartguard Rx, Inc. · LRK · Aug 23, 2021 · Dental
Device Facts
Record ID
K200657
Device Name
SmartGuard Anti-Snoring Device
Applicant
Smartguard Rx, Inc.
Product Code
LRK · Dental
Decision Date
Aug 23, 2021
Decision
SESE
Submission Type
Traditional
Regulation
21 CFR 872.5570
Device Class
Class 2
Attributes
Therapeutic
Indications for Use
SmartGuard® Anti-Snore Device is indicated for use on adult patients 18 years of age or older as an aid for the reduction of snoring.
Device Story
Intra-oral mandibular advancement device (MAD) for snoring reduction. Device consists of two independent injection-molded polycarbonate trays over-molded with thermoforming ethylene vinyl acetate (EVA) resin. User customizes trays at home via 'boil-and-bite' process. Trays are connected by one of six interchangeable advancement bars (varying by 1mm increments) to hold mandible forward, increasing pharyngeal space and reducing air turbulence. Independent tray design allows vertical articulation for comfort. Used by patients at home during sleep. Healthcare providers do not operate the device; it is a patient-managed, over-the-counter device. Output is physical jaw positioning; affects clinical decision-making by providing a non-invasive mechanical aid for snoring. Benefits include improved airflow and reduced snoring.
Clinical Evidence
No clinical testing was performed. Substantial equivalence is supported by design comparison, material analysis, risk assessment, and human factors/usability engineering studies confirming the device is easily understood and customized by lay users.
Technological Characteristics
Intra-oral MAD; materials: Polycarbonate (hard shell) and EVA (thermoforming resin). Biocompatibility per ISO 10993-1. Physical testing per ISO 527 (tensile), ISO 178 (flexural), ISO 62 (water absorption). Mechanical adjustment via interchangeable bars (6 sizes, 1mm increments). Non-sterile. Standalone device.
Indications for Use
Indicated for adult patients 18 years or older as an aid for the reduction of snoring.
Regulatory Classification
Identification
Intraoral devices for snoring and intraoral devices for snoring and obstructive sleep apnea are devices that are worn during sleep to reduce the incidence of snoring and to treat obstructive sleep apnea. The devices are designed to increase the patency of the airway and to decrease air turbulence and airway obstruction. The classification includes palatal lifting devices, tongue retaining devices, and mandibular repositioning devices.
Special Controls
*Classification.* Class II (special controls). The special control for these devices is the FDA guidance document entitled “Class II Special Controls Guidance Document: Intraoral Devices for Snoring and/or Obstructive Sleep Apnea; Guidance for Industry and FDA.”
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August 23, 2021
SmartGuard Rx Inc. Brian Larsen Director 2112 North Hill Field Rd. Suite 2A Layton, Utah 84041
Re: K200657
Trade/Device Name: SmartGuard Anti-Snore Device Regulation Number: 21 CFR 872.5570 Regulation Name: Intraoral Devices For Snoring And Intraoral Devices For Snoring And Obstructive Sleep Apnea Regulatory Class: Class II Product Code: LRK Dated: July 14, 2021 Received: July 20, 2021
Dear Brian Larsen:
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.
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
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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 (OS) 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,
For Michael E. Adjodha, M.ChE. Assistant Director DHT1B: Division of Dental and ENT Devices OHT1: Office of Ophthalmic, Anesthesia, Respiratory, ENT and Dental Devices Office of Product Evaluation and Quality Center for Devices and Radiological Health
Enclosure
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### Indications for Use
510(k) Number (if known)
K200657
Device Name
SmartGuard Anti-Snore Device
Indications for Use (Describe)
SmartGuard Anti-Snore Device is indicated for use on adult patients 18 years or older as an aid for the reduction of snoring.
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)
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Image /page/3/Picture/0 description: The image shows the logo for SmartGuard Rx Inc. The logo features a blue shield on the left side, followed by the words "SmartGuard" in a bold, blue font. Below "SmartGuard" is the text "Rx Inc." in a smaller, blue font. The logo is simple and professional, and the use of blue gives it a sense of trustworthiness and security.
4.0 Indications for Use: SmartGuard® Anti-Snoring Device is indicated for use on adult patients 18 years or older as an aid for the reduction of snoring.
### Indications for Use Comparison for Predicate Devices
SnoreRx K170285: The SnoreRx is intended for use on adult patients 18 years of age or older as an aid for the reduction of snoring.
Oral Device-s (Snoreeze) K181396: The Oral Device-S is intended to reduce nighttime snoring for adults 18 and older.
Oniris K150566: The Oniris device is indicated in the treatment of snoring and/or mild to moderate obstructive sleep apnea in adults.
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Image /page/4/Picture/0 description: The image contains the logo for SmartGuard Rx Inc. The logo consists of a blue shield icon on the left, followed by the text "SmartGuard Rx Inc" in a blue sans-serif font. The shield icon has a curved line running through it.
## Section 5 510(k) Summary
Prepared in accordance to 21 CFR 807.92
| Applicant: | SmartGuard Rx Inc.<br>2112 North Hill Field Rd. Suite 2A<br>Layton, UT 84041<br>Phone: 623-349-3984<br>Fax: 855-887-2721<br>Email: Brian@SmartGuardRx.com |
|-----------------------------------------|---------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
| Contact Person: | Brian Larsen<br>SmartGuard Rx Inc.<br>2112 North Hill Field Rd. Suite 2A<br>Layton, UT 84041<br>Phone: 623-349-3984<br>Fax: 855-887-2721<br>Email: Brian@SmartGuardRx.com |
| Date Prepared: | February 14, 2020 |
| Proprietary Name: | SmartGuard® Anti-Snore Device |
| Common Name: | Intra-oral Device for Snoring, Mandibular<br>Advancement Device |
| Classification | Device, Anti-Snoring |
| Name: Device Class: | Class II |
| Product Code: | LRK |
| Regulation Number: | 21 CFR 872.5570 |
| Predicate Device:<br>Reference Devices: | SnoreRx (k170285)<br>Snoreeze (k181396)<br>Orinis (k150566)<br>SmartGuard Dental Guard (k123161) |
Image /page/4/Picture/6 description: The image contains the logo for SmartGuard Night Guard. The logo features a blue shield on the left side, followed by the word "SmartGuard" in a bold, sans-serif font. Below "SmartGuard" is the text "NIGHT GUARD" in a smaller, lighter font.
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### DESCRIPTION OF THE DEVICE
The SmartGuard® Anti-Snore Device is an intra-oral device composed of two independent injection molded thermoplastic (Polycarbonate) trays, over molded with thermoforming resin (EVA). One tray is for the maxillary arch, labeled "Upper", and one tray is fitted to the mandibular arch, labeled "Lower"(Fig). Both trays are custom fitted by the end user via "Boiland-Bite" process at home. A molding aid is included in the packaging to assist the user in the customization of the trays. The molding aid is constructed with the same Polycarbonate material as the upper and lower trays, as well as the Advancement Bars.
Once the trays are molded to the user's teeth, the trays are connected via the insertion of Advancement Bars, which are available in 6 sizes, varying in length by 1mm. The Advancement Bars interlock with the mandibular and maxillary trays and holds the mandible forward which improves the ability to exchange air and decreases air turbulence, a causative factor in snoring (Fig2). Because the trays are independent, the user can articulate vertically (Fig3), allowing for greater airflow and comfort.
As with all listed predicate devices, SmartGuard® Anti-Snore Device is a Mandibular Advancement Device (MAD) and is easily adjusted by the user to allow for up to 6mm of protrusion. The user can interchange the various sizes of Advancement Bars to find the size that comfortably advances the mandible and reduces snoring.
Image /page/5/Picture/6 description: The image contains three figures of a mouthguard. Figure 1 shows an exploded view of the mouthguard, with the top and bottom pieces separated. Figure 2 shows the mouthguard assembled, and Figure 3 shows the mouthguard being worn.
### INDICATIONS FOR USE:
SmartGuard® Anti-Snore Device is indicated for use on adult patients 18 years of age or older as an aid for the reduction of snoring.
### COMPARISSION OF TECHNOLOGICAL CHARACTERISTICS:
The subject device uses the same or similar technological characteristics as the predicate devices to function as a Mandibular Advancement Devices are substantially equivalent in design, materials, labeling, and function.
As with the predicate devices, SmartGuard® Anti-Snore Device consists of an upper and lower tray constructed with a hard Polycarbonate outer shell and over molded with thermoforming resin which is fitted to the user via "boil and bite" process at home.
See comparison chart below:
Image /page/5/Picture/14 description: The image contains the logo for SmartGuard Night Guard. The logo features a blue shield on the left side, followed by the text "SmartGuard" in a stylized blue font. Below "SmartGuard" is the text "NIGHT GUARD" in a smaller, gray font.
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# K200657
### Comparison Chart for SmartGuard® Anti-Snore Device and Predicate Devices
| | | Proposed device | Predicate device | Reference Device | Reference device | Differences - Proposed |
|--------------------------------------------|---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|------------------------|
| Manufacturer | | SmartGuard Rx Inc. | Apnea Sciences, Inc. | Passion for Life | SAS Oniris | vs Predicate |
| Device Name | | SmartGuard Anti-Snore Device | SnoreRx® | Oral Device S (Snoreeze) | Orinis | |
| 510(k) | | K200657 | K170825 | K181396 | K150566 | |
| Class | | Class II | Class II | Class II | Class II | |
| Classification | Reg | 21 CFR 872.5570 | 21 CFR 872.5570 | 21 CFR 872.5570 | 21 CFR 872.5570 | |
| | Product<br>Code | LRK | LRK | LRK | LRK | |
| | Class.<br>Name | Intraoral Device for Snoring and<br>Obstructive Sleep Apnea | Intraoral Device for Snoring and<br>Obstructive Sleep Apnea | Intraoral Device for Snoring and<br>Obstructive Sleep Apnea | Intraoral Device for Snoring and<br>Obstructive Sleep Apnea | None |
| Intended use | | Intended for use on adult<br>patients 18 years of age or<br>older as an aid for the<br>reduction of snoring. | Intended for use on adult<br>patients 18 years of age or<br>older as an aid for the<br>reduction of snoring. | Intended for use on adult<br>patients 18 years of age or<br>older as an aid for the<br>reduction of snoring. | Intended for use on adult<br>patients 18 years of age or<br>older as an aid for the<br>reduction of snoring. | None |
| Indication for<br>use | Rx or OTC | OTC | OTC/RX | OTC/RX | RX | OTC |
| | Patient<br>population | Adults | Adults | Adults | Adults | None |
| Cautions,Warnings and<br>Contraindications | | Labeling contains all warnings<br>cautions and contraindications<br>contained in FDA guidance documents<br>for Anti-Snore devices | Labeling contains all warnings<br>cautions and contraindications<br>contained in FDA guidance documents<br>for Anti-Snore devices | Labeling contains all warnings<br>cautions and contraindications<br>contained in FDA guidance<br>documents for Anti-Snore devices<br>Mandibular advancement device<br>(MAD) that advances the lower | Labeling contains all warnings<br>cautions and contraindications<br>contained in FDA guidance<br>documents for Anti-Snore devices | None |
| Mode of action | | Mandibular advancement device<br>(MAD) that advances the lower jaw to<br>increase pharyngeal space and<br>alleviate snoring | Mandibular advancement device (MAD)<br>that advances the lower jaw to increase<br>pharyngeal space and alleviate snoring | jaw to increase pharyngeal space<br>and<br>alleviate snoring | Mandibular advancement device<br>(MAD) that advances the lower jaw<br>to increase pharyngeal space and<br>alleviate snoring | None |
| Environment | | During sleep, at home | During sleep at home | During sleep at home | During sleep at home | None |
| Placement of device | | Oral cavity, custom fit to dentition | Oral cavity, custom fit to dentition | Oral cavity, custom fit to<br>dentition | Oral cavity, custom fit to<br>dentition | None |
| | Proposed device | Predicate device | Reference Device | Reference device | Differences - Proposed | |
| Manufacturer | SmartGuard Rx Inc. | Apnea Sciences, Inc. | Passion for Life | SAS Oniris | vs. Predicate | |
| Device Name | SmartGuard Anti-Snore Device | SnoreRx® | Oral Device S (Snoreeze) | Orinis | | |
| 510(k) | K200657 | K170825 | K181396 | K150566 | | |
| | | | | | | |
| | | | | | | |
| Molding / Fitting | Custom impression to each individual's<br>mouth using a "boil and bite” approach<br>and thermal setting (heat sensitive)<br>resins. Molded to the entire upper and<br>lower arch of teeth. | Custom impression to each<br>individual's mouth using a "boil<br>and bite" approach and thermal<br>setting (heat sensitive) resins.<br>Molded to the entire upper and<br>lower arch of teeth. | Custom impression to each<br>individual's mouth using a<br>"boil and bite" approach and<br>thermal setting (heat<br>sensitive) resins. Molded to<br>the entire upper and lower<br>arch of teeth. | Custom impression to each<br>individual's mouth using a<br>"boil and bite" approach and<br>thermal setting (heat<br>sensitive) resins. Molded to<br>the entire upper and lower<br>arch of teeth. | Proposed device is molded<br>one arch at a time and is<br>adjustable to arch shape. | |
| Design | Consists of an upper and lower tray.<br>Outer shell provides with structural<br>support and over mold is softer<br>material that is heat sensitive and thus<br>allows for custom fitting. | Consists of an upper and lower<br>tray. Outer shell provides with<br>structural support and over mold is<br>softer material that is heat<br>sensitive and thus allows for<br>custom fitting. | Consists of an upper and lower<br>tray. Outer shell provides with<br>structural support and over mold<br>is softer material that is heat<br>sensitive and thus allows for<br>custom fitting. | Consists of an upper and lower<br>tray. Outer shell provides with<br>structural support and over mold is<br>softer material that is heat<br>sensitive and thus allows for<br>custom fitting. | None | |
| Adjustments | Anterior advancement of the<br>mandible is increased as the user<br>chooses interconnecting bars<br>varying in length by 1mm with up to<br>6 sizes to chose from. Allowing up<br>to 6 mm of protrusion. | Squeeze mouthpiece in a<br>'C' position and adjust.<br>• The upper and lower trays are<br>adjustable in 1mm increments up to<br>6mm. | Advancement of the<br>relative position of the<br>trays by the use of screw<br>adjustment to obtain a<br>fixed advancement up to 6<br>mm | Oniris device comes with 9<br>connectors of varying<br>length. Enables up to<br>11mm of protrusion. | Proposed device is adjustable<br>as user chooses<br>Advancement Bars, varying by<br>1mm in length. The upper and<br>lower trays are only connected<br>by the bars which allows<br>vertical articulation and<br>comfort. | |
| Single Use / Reusable | Single user, multi-use | Single user, multi-use | Single user, multi-use | Single user, multi-use | None | |
| Cleaning instructions | Clean/rinse daily with toothbrush and<br>toothpaste or with effervescent oral device<br>cleaning tablets. Deep clean once per week. | Clean/rinse daily with toothbrush and<br>toothpaste or with effervescent oral<br>device cleaning tablets. Deep clean<br>once per week. | Clean/rinse daily with<br>toothbrush and toothpaste or<br>with effervescent oral device<br>cleaning tablets. Deep clean<br>once per week. | Clean/rinse daily with<br>toothbrush and toothpaste or<br>with effervescent oral device<br>cleaning tablets. Deep clean<br>once per week. | None | |
| Sterile | No | No | No | No | None | |
| Materials | Polycarbonate<br>and<br>ethylene<br>vinyl acetate copolymer | Polycarbonate resin<br>Ethylene vinyl acetate copolymer | Polycarbonate resin<br>Ethylene vinyl acetate copolymer | Polycarbonate resin<br>Ethylene vinyl acetate copolymer | None | |
| Biocompatibility | Meets ISO 10993-1 for a surface device<br>contacting mucosal membrane for a<br>prolonged contact duration (> 24h to 30<br>days): cytotoxicity, sensitization and<br>irritation | Meets ISO 10993-1 for a surface device<br>contacting mucosal membrane for a<br>prolonged contact duration (> 24h to 30<br>days): cytotoxicity, sensitization and<br>irritation | Meets ISO 10993-1 for a<br>surface device contacting<br>mucosal membrane for a<br>prolonged contact duration (><br>24h to 30 days): cytotoxicity,<br>sensitization and irritation | Meets ISO 10993-1 for a<br>surface device contacting<br>mucosal membrane for a<br>prolonged contact duration (><br>24h to 30 days): cytotoxicity,<br>sensitization and irritation | None | |
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# K200657
## Comparison Chart for SmartGuard® Anti-Snore Device and Predicate Devices
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Image /page/8/Picture/0 description: The image shows the logo for SmartGuard Rx Inc. The logo consists of a blue shield on the left and the company name on the right. The shield has a white line running through it. The company name is written in a blue sans-serif font.
### Biocompatibility
The predicate and subject devices are considered to be external communicating devices of permanent exposure (>30 days) per ISO 7405 and surface-contacting devices (mucosa) of permanent contact (>30 days) per ISO 10993-1. There are no new materials being used in the proposed device. Materials utilized for the SmartGuard® Anti-Snore Device are identical to the primary materials used in the predicate devices for the same intended use. Both the predicate and SmartGuard®Anti-Snore Device are made from polycarbonate and EVA.
The SmartGuard® Anti-Snore Device complies with the FDA guidance document "Use of International Standard ISO 10993 Use of International Standard ISO 10993-1, "Biological evaluation of medical devices - Part 1: Evaluation and testing within a risk management process".
Use of Fourier Transform Infrared (FTIR) Spectroscopy was used to identify of the hard shell material of the subject device (PC) as well as the predicate devices.
The liner material (EVA) is identical to the material used in the previously cleared device marketed by the submitter (K123161).
The materials used in the subject device in its final finished form are identical to the predicate devices in formulation, processing, and no other chemicals have been added (e.g., plasticizers, fillers, additives, cleaning agents, mold release agents),
As all materials used in the device are used in many other currently marketed medical devices, no additional biocompatibility testing was conducted.
### Risk Analysis and Usability Engineering
SmartGuard Rx Inc conducted a risk analysis on the proposed device in accordance with ISO 14971:2007 and by considering the issues raised in the FDA guidance document "Class II Special Controls Guidance Document: Intraoral Devices for Snoring and/or Obstructive Sleep Apnea" (November 12, 2002). All identified risks have been addressed through device design, verification/validation or through labeling and instructions for use provided to the consumer.
A Human Factors and Usability Engineering (HFE/UE) study was performed of the SmartGuard® Anti-Snore Device in accordance to FDA guidance document "Applying Human Factors and Usability Engineering to Medical Devices" issued on Feb 3, 2016. The summary report for the Usability Test is contained in section 21. The results of the UE test verified the proposed device labeling, including directions for use, warnings, contraindications and indications are easily understood by the lay person and validated the ease of customizing the device for personal use at home.
### NON-CLINICAL BENCH TESTING
The device materials were tested for various physical properties including Tensile Modulus (ISO 527) Flexural Modulus and Flexural Strength (ISO 178), and Water Absorption (ISO 62). All materials met device specifications.
Image /page/8/Picture/15 description: The image shows the logo for "SmartGuard NIGHT GUARD". The logo features a blue shield on the left side, followed by the text "SmartGuard" in a bold, sans-serif font. Below "SmartGuard", the words "NIGHT GUARD" are written in a smaller font size. The overall design is clean and modern, suggesting a sense of security and protection.
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Image /page/9/Picture/0 description: The image contains the logo for SmartGuard Rx Inc. The logo consists of a blue shield with a white swoosh inside, followed by the text "SmartGuard Rx Inc" in a dark blue sans-serif font. The shield is on the left side of the text.
### CLINICAL TESTING
No clinical testing was performed in association with this submission.
### CONCLUSION:
The results of the comparison of design, intended use, technological characteristics, materials, and labeling demonstrate the subject device is substantially equivalent in safety and effectiveness to the legally marketed predicate devices and does not introduce any new risks.
Image /page/9/Picture/7 description: The image shows the logo for SmartGuard Night Guard. The logo features a blue shield on the left side, with a white curved line running across it. To the right of the shield is the text "SmartGuard" in a bold, blue font. Below "SmartGuard" is the text "NIGHT GUARD" in a smaller, gray font.
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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.