The 900PT561 heated breathing tube is for delivery of humidified respiratory gases. For use with AIRVO™ and AIRVO™ 2 Series humidifiers in hospitals and long-term care facilities. For use at flows from 2 to 60 L/min depending on the patient interface. The 900PT560 and 900PT560E heated breathing tube is for delivery of humidified respiratory gases. For use with myAIRVO™ and myAIRVO™ 2 Series humidifiers in homes and long-term care facilities. For use at flows from 2 to 60 L/min depending on the patient interface.
Device Story
AirSpiral Heated Breathing Tube is an accessory for AIRVO/myAIRVO 2 Series humidifiers; delivers warmed, humidified respiratory gases to patients. Tube features spiral-wound plastic wall with trapped air for thermal insulation; heater wire embedded in wall rather than gas path to reduce condensation. Connects humidifier to patient interface (nasal cannula, tracheostomy, or mask). Used in hospitals, long-term care, or home settings; operated by clinicians or patients. Integrated temperature sensor at patient end eliminates external probes. Device maintains gas temperature and humidity levels; reduces ambient cooling effects. Benefits include improved condensation management and simplified connectivity across different flow modes (Default/Junior) via multi-connector design.
Clinical Evidence
No clinical data. Substantial equivalence supported by bench testing, including condensation accumulation, pressure loss, leak testing, connection forces, tensile strength, useful life, and system performance per ISO 8185:2007. Biocompatibility evaluated per ISO 10993-1.
Technological Characteristics
Spiral-wound air-filled plastic tube wall; heater wire embedded in wall. Integrated temperature sensor at patient end. 1.8m length, 13mm diameter. Single patient use. Compatible with AIRVO/myAIRVO 2 humidifiers. Complies with ISO 8185:2007, IEC 60601-1, IEC 60601-1-2, and ISO 10993 series.
Indications for Use
Indicated for delivery of humidified respiratory gases to spontaneously breathing patients requiring flow rates between 2 and 60 L/min. Suitable for patients in hospital, long-term care, or home environments, including those with bypassed upper airways. Compatible with nasal cannula, tracheostomy direct connection, and mask interface adapters.
Regulatory Classification
Identification
A respiratory gas humidifier is a device that is intended to add moisture to, and sometimes to warm, the breathing gases for administration to a patient. Cascade, gas, heated, and prefilled humidifiers are included in this generic type of device.
Predicate Devices
900PT501 and 900PT531 Heated Breathing Tubes in K131895, AIRVO 2 Series Humidifier, Fisher & Paykel Healthcare Ltd
Submission Summary (Full Text)
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Image /page/0/Picture/0 description: The image shows the logos of the Department of Health & Human Services and the Food and Drug Administration (FDA). The Department of Health & Human Services logo is on the left, and the FDA logo is on the right. The FDA logo includes the letters "FDA" in a blue square, followed by the words "U.S. FOOD & DRUG ADMINISTRATION" in blue text.
December 20, 2018
Fisher & Paykel Healthcare Brett Whiston Senior Regulatory Affairs Specialist 15 Maurice Paykel Place, East Tamaki Auckland, 2013 NZ
Re: K162553
Trade/Device Name: AirSpiral Heated Breathing Tube Regulation Number: 21 CFR 868.5450 Regulation Name: Respiratory gas humidifier Regulatory Class: Class II Product Code: BTT Dated: December 12, 2018 Received: December 14, 2018
#### Dear Brett Whiston:
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 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) for devices or postmarketing safety reporting (21 CFR 4, Subpart B) for combination products (see https://www.fda.gov/CombinationProducts/GuidanceRegulatoryInformation/ucm597488.htm); 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 http://www.fda.gov/MedicalDevices/Safety/ReportaProblem/default.htm.
For comprehensive regulatory information about mediation-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,
# James J. Lee -S
for Tina Kiang, Ph.D. Acting Director Division of Anesthesiology, General Hospital, Respiratory, Infection Control, and Dental Devices Office of Device Evaluation Center for Devices and Radiological Health
Enclosure
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# Indications for Use
510(k) Number (if known) K162533
Device Name AirSpiral Heated Breathing Tube
#### Indications for Use (Describe)
The 900PT561 heated breathing tube is for delivery of humidified respiratory gases. For use with AIR VO™ and AIRVO™ 2 Series humidifiers in hospitals and long-term care facilities. For use at flows from 2 to 60 L/min depending on the patient interface.
The 900PT560 and 900PT560E heated breathing tube is for delivery of humidified respiratory gases. For use with myAIRVO™ and myAIRVO™ 2 Series humidifiers in homes and long-term care facilities. For use at flows from 2 to 60 L/min depending on the patient interface.
X Prescription Use (Part 21 CFR 801 Subpart D)
Over-The-Counter Use (21 CFR 801 Subpart C)
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# 510(k) Summarv
| Contact person/submitter | Brett Whiston |
|--------------------------|-----------------------------------------------------------------------------------------------------------------------------------|
| Date prepared | 20 December 2018 |
| Contact details | Address: 15 Maurice Paykel Place<br>East Tamaki<br>Auckland 2013, New Zealand<br>Telephone: +64 9 574 0100<br>Fax: +64 9 574 0158 |
| Trade name | AirSpiral Heated Breathing Tube |
| Common name | Humidifier |
| Classification name | Respiratory gas humidifier<br>Class II (21 CFR §868.5450), product code BTT |
| Predicate device | 900PT501 and 900PT531 Heated Breathing Tubes in<br>K131895, AIRVO 2 Series Humidifier, Fisher & Paykel<br>Healthcare Ltd |
# Device Description
#### AirSpiral Heated Breathing Tube
The AirSpiral heated breathing tube is an accessory to the AIRVO 2 Series Humidifiers and comes in various packaging configurations with or without a humidification chamber, for hospital, long term care, or home use. The tube wall is made from air filled plastic spirally wound in a concentric manner to form the lumen. The trapped air in the plastic utilizes the thermal insulation properties of air. The heater wire is also wound into the wall of the tube to provide direct heating of the tube wall instead of being placed in the gas path. These features help reduce condensation inside the tube.
The AirSpiral heated breathing tube represents an alternative to the existing predicated heated breathing tube accessory in the predicate AIRVO 2 Series Humidifier K131895. It is provided in the same packaging configurations, can be used on AIRVO and AIRVO 2 Series humidifiers over the complete flow range, and uses similar patient interfaces, as the predicate breathing tube and patient interfaces. The patient interfaces consist of Nasal Cannula, Tracheostomy Direct Connection, and Mask Interface Adapter. Of the nasal cannula, spare part Wigglepads for Junior nasal cannula are available to replace those fitted on the cannula if needed. They provide adhesion to hold the cannula in place on the patient. Humidification chambers consist of an autofeed chamber with feedset, and a manual fill chamber, to contain water for humidification.
The Air Spiral models are as follows; (Note: the AirSpiral breathing tube is the same in all configurations)
| Model | Configuration | Environment |
|-----------|------------------------------------------------|----------------------------------------|
| 900PT561 | Air Spiral Tube and Autofeed Chamber (10 pack) | Hospital and long term care facilities |
| 900PT560 | Air Spiral Tube (10 pack) | Home and long term care facilities |
| 900PT560E | Air Spiral Tube (single pack) | Home and long term care facilities |
#### Indications For Use
The 900PT561 heated breathing tube is for delivery of humidified respiratory gases. For use with AIRVO™ and AIRVO™ 2 Series humidifiers in hospitals and long-term care facilities. For use at flows from 2 to 60 L/min depending on the patient interface.
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The 900PT560 and 900PT560E heated breathing tube is for delivery of humidified respiratory gases. For use with myAIRVO™ and myAIRVO™ 2 Series humidifiers in homes and long-term care facilities. For use at flows from 2 to 60 L/min depending on the patient interface.
Compatible patient interfaces: nasal cannula, tracheostomy direct connection, mask adapter.
#### Technological Characteristics Comparison
The AirSpiral Heated Breathing Tube is a new accessory device designed with a new tube wall and heater wire construction and patient interface connector compared to the existing predicate corrugated heated breathing tube accessory.
The predicate corrugated breathing tube and proposed AirSpiral breathing tube are accessories for use with the AIRVO/AIRVO 2 and myAIRVO/myAIRVO 2 Series Humidifiers. The proposed breathing tube provides better thermal insulation from ambient cooling effects when compared to the predicate corrugated tubing due to the spiral wound construction of the tube wall, having trapped air and placement of the heater wire in the plastic tube wall. The predicate tube in contrast has an extruded plastic tube wall and heater wire within the gas path.
The intended use of the new device is identical to the intended use of the predicate Heated Breathing Tubes cleared by K131895 [AIRVO 2 Series Humidifier]. The following table summarizes the comparison between the new and predicate breathing tube accessories.
#### Substantial Equivalence Comparison Summary
#### Similarities
| Design/technological<br>characteristic | New device<br>(AirSpiral Breathing Tube) | Predicate device<br>(Corrugated Breathing Tube) |
|----------------------------------------|-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
| Indications For Use | The 900PT561 heated breathing tube is for delivery of humidified respiratory gases. For use with AIRVOTM and AIRVOTM 2 Series humidifiers in hospitals and long-term care facilities. For use at flows from 2 to 60 L/min depending on the patient interface.<br><br>The 900PT560 and 900PT560E heated breathing tube is for delivery of humidified respiratory gases. For use with myAIRVOTM and myAIRVOTM 2 Series humidifiers in homes and long-term care facilities. For use at flows from 2 to 60 L/min depending on the patient interface.<br><br>Compatible patient interfaces: nasal cannula, tracheostomy direct connection, mask adapter. | The AIRVO 2 and myAIRVO 2 humidifiers are for the treatment of spontaneously breathing patients who would benefit from receiving high flow warmed and humidified respiratory gases. This includes patients who have had upper airways bypassed. The flow may be from 2 - 60 L/min depending on the patient interface. The AIRVO 2 is for patients in hospitals and long-term care facilities. The myAIRVO 2 is for patients in homes and long-term care facilities. |
| Principle of<br>Operation | Connected to the AIRVO or AIRVO 2 Series humidifiers. Powered by the humidifier to maintain heat as a conduit for humidified heated respiratory gases. | Connected to the AIRVO or AIRVO 2 Series humidifiers. Powered by the humidifier to maintain heat as a conduit for humidified heated respiratory gases. |
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| Design/technological<br>characteristic | New device<br>(AirSpiral Breathing Tube) | Predicate device<br>(Corrugated Breathing Tube) |
|---------------------------------------------|---------------------------------------------------------------------------------------------------------------------------------------|---------------------------------------------------------------------------------------------------------------------------------------|
| | Connects the humidifier to the patient<br>interface. | Connects the humidifier to the patient<br>interface. |
| Target population | As per AIRVO/AIRVO 2 Series<br>humidifiers, patients requiring flows<br>between 2 – 60 L/min. | As per AIRVO/AIRVO 2 Series<br>humidifiers, patients requiring flows<br>between 2 - 60 L/min. |
| Useful life | Single patient use. | Single patient use. |
| | 14 days in Hospital / Long-term care<br>facilities environments. | 14 days in Hospital / Long-term care<br>facilities environments. |
| | 60 days in Home care environments. | 60 days in Home care environments. |
| Temperature sensor | An integrated temperature sensor at<br>the patient end of the tube eliminates<br>the need for external probes, cables or<br>adaptors. | An integrated temperature sensor at<br>the patient end of the tube eliminates<br>the need for external probes, cables or<br>adaptors. |
| Flow range | (2 to 60) L/min delivered. | (2 to 60) L/min delivered. |
| | Default mode: 10 to 60 L/min | Default mode: 10 to 60 L/min |
| | Junior mode: 2 to 25 L/min | Junior mode: 2 to 25 L/min |
| Breathing tube<br>heater wire<br>resistance | 20.5 $Ω$ to 23.5 $Ω$ | 20.5 $Ω$ to 23.5 $Ω$ |
| Chambers | HC360 manual fill chamber,<br>single patient reuse | HC360 manual fill chamber,<br>single patient reuse |
| | 900PT290E auto fill chamber,<br>single patient use only | 900PT290E auto fill chamber,<br>single patient use only |
## Differences
| Design/technological<br>characteristic | New device<br>(AirSpiral Breathing Tube) | Predicate device<br>(Corrugated Breathing Tube) |
|----------------------------------------|-------------------------------------------------------------------------------------------------------------------------------------------------------------------------|-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
| Length and diameter | 1.8 m, 13 mm Ø | 1.8 m, 22 mm Ø |
| Tube wall | Air filled sealed plastic strip wound in a<br>spiral to form lumen wall. | Solid corrugated extruded plastic to<br>form lumen wall. |
| Heater wire | Consists of an insulated filament<br>conductor.<br><br>Double helix wound moulded into bead<br>of tube wall. Heater wire is not directly<br>in the gas path. | Consists of an insulated filament<br>conductor.<br><br>Double helix wound sitting inside tube<br>in the gas path. Heater wire is in the<br>gas path. |
| Patient end<br>connector | Multi connector to connect to all OPT<br>nasal cannula for Default mode and<br>Junior mode.<br>Also connects to OPT tracheostomy<br>and face mask interface extensions. | Requires breathing tube with connector<br>for Default mode nasal cannula, and a<br>breathing tube with connector for Junior<br>mode nasal cannula, to be able to<br>connect to all OPT nasal cannula.<br>Also connects to OPT tracheostomy<br>and face mask interface extensions. |
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| Design/technological | New device | Predicate device |
|----------------------------------------|-------------------------------------------------------------------------------------------------------------------------------------------------------------------------|----------------------------------------------------------------------------------------------------------------------------------------------------|
| characteristic | (AirSpiral Breathing Tube) | (Corrugated Breathing Tube) |
| Model variants<br>(single patient use) | 900PT561:<br>AirSpiral tube and 900PT290V<br>chamber (10 pack) (Hospital) (Default<br>and Junior mode) | 900PT501:<br>Corrugated tube and 900PT290V<br>chamber (10 pack) (Hospital) (Default<br>mode) |
| | 900PT560:<br>AirSpiral tube no chamber (10 pack)<br>(Home) (Default and Junior mode) | 900PT500:<br>Corrugated tube no chamber (10 pack)<br>(Home) (Default mode) |
| | 900PT560E:<br>AirSpiral tube no chamber (single)<br>(Home) (Default and Junior mode) | 900PT500E:<br>Corrugated tube no chamber (single)<br>(Home) (Default mode) |
| | | 900PT531:<br>Corrugated tube and 900PT290V<br>chamber (10 pack) (Hospital) (Junior<br>mode) |
| | The 900PT56x tubes can be used with<br>both AIRVO 2 modes "Default" and<br>"Junior", depending upon the patient<br>interface, due to the patient end multi<br>connector | The 900PT50x tubes are intended to<br>be used with AIRVO 2 "Default" mode,<br>while 900PT531 is intended to be used<br>with AIRVO 2 "Junior Mode". |
| Patient Interfaces | OPT316, OPT318 Junior Nasal<br>Cannula (AIRVO 2 Series only) | OPT316, OPT318 Junior Nasal<br>Cannula (AIRVO 2 Series only) |
| | OPT012 Wigglepads spare part | OPT012 Wigglepads spare part |
| | All are single patient use only | All are single patient use |
| | OPT942, OPT944, OPT946 Nasal<br>Cannula (and "E' models) | OPT842, OPT844, OPT846 Nasal<br>Cannula (and "E' models) |
| | OPT970 Tracheostomy Direct<br>Connection (and "E' models) | OPT870 Tracheostomy Direct<br>Connection (and "E' models) |
| | OPT980 Mask Interface Adapter (and<br>"E' models) | RT013 Mask Interface Adapter (and "E'<br>models) |
| | All are single patient use only | All are single patient use only |
#### Non-Clinical Performance Data
Assessment of non-clinical performance data is used in the determination of substantial equivalence. The AirSpiral Heated Breathing Tube has undergone non-clinical testing and risk management that covers pneumatic, electrical and thermal safety, environmental conditions, functional verification and performance testing.
The following were tested to support the substantial equivalence decision:
- . Condensation testing, to show an improvement in condensate accumulation over the predicate line of tubes.
- Pressure loss with bending
- . Leak testing with and without an interface
- . Connection forces for each connector
- . Tensile strength of the tube
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- . Useful life, to show that tubes will last at least 2 weeks in the hospital or long term care facility environment and 60 days in the home and long term care environments and pass leak test, electrical test and pull test.
- Compatibility of tube parts and components with oxygen under normal conditions and single-fault conditions.
- . Device to function normally after storage, transportation and drop testing using ISTA 2A
Results showed that the proposed AirSpiral Heated Breathing Tubes passed the acceptance criteria for all tests.
The AirSpiral Heated Breathing Tubes were also assessed in conjunction with the AIRVO 2 Series Humidifiers to test system performance to ISO 8185: 2007.
Results showed that ISO 8185 limits were met for key attributes:
- Maximum accessible surface temperature of the delivery tube with 25 cm of patient ● connection port: Surface temperature < 44 °C.
- Maximum delivered gas temperature in normal use: Delivered temperature < 43 °C.
- Heating is interrupted to the heater-plate and breathing tube heater wire in single fault condition: Heating stopped when delivered gas temperature > 43 °C.
- . Maximum thermal overshoot enthalpy at patient connection port: Overshoot specific enthalpy < 194 kJ.kq-1.
- . Minimum humidity output for invasive and non-invasive patient interfaces: Humidity output > 33 mg.L-1 for invasive and > 10 mg.L-1 for non-invasive patient interfaces.
#### Biocompatibility
Biocompatibility evaluation of Cytotoxicity, Sensitization, Muscle Implantation, Genotoxicity and Extractables/Leachables for the 900PT561 AirSpiral Heated Breathing Tube and patient interfaces was conducted in accordance with FDA guidance document "Use of International Standard ISO 10993-1, 'Biological evaluation of medical devices - Part 1: Evaluation and testing within a risk management process" (June 2016).
Extractables and leachables testing for chemical characterization was conducted on the AirSpiral Heated Breathing Tube and patient interfaces using worst-case volume of condensate measured. A toxicological risk assessment based on the chemical characterization testing was performed for each chemical observed following recommendations outlined in ISO 10993-17:2002: Biological evaluation of medical devices -- Part 17: Establishment of allowable limits for leachable substances, with margin of safety calculated for each chemical characterized.
#### Standards
The device complies with the following applicable product standards:
| ISO 8185: 2007 | Respiratory tract humidifiers for medical use - Particular requirements<br>for respiratory humidification systems |
|--------------------|-----------------------------------------------------------------------------------------------------------------------------------------------------|
| IEC 60601-1:1988 | Medical Electrical Equipment, Part 1: General Requirements for<br>Safety + A1:1991+A2:1995 |
| IEC 60601-1-2:2007 | General requirements for basic safety and essential performance -<br>Collateral standard: Electromagnetic compatibility - Requirements<br>and tests |
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| ISO 10993-1:2009 | Biological evaluation of medical devices -- Part 1: Evaluation and<br>testing within a risk management process |
|-------------------|----------------------------------------------------------------------------------------------------------------|
| ISO 10993-3:2003 | Tests for genotoxicity, carcinogenicity, and reproductive toxicity |
| ISO 10993-5:2009 | Tests for in vitro cytotoxicity |
| ISO 10993-6:2007 | Tests for local effects after implantation |
| ISO 10993-10:2010 | Tests for irritation and skin sensitization |
#### Clinical Performance Data
No Clinical Performance Data was used to support substantial equivalence.
#### Conclusions
Testing carried out on the AirSpiral Heated Breathing Tubes indicates that they meet design, performance, and biocompatibility requirements. The AIRVO 2 Series Humidifier System, when used with the AirSpiral Heated Breathing Tubes, complies with the standards for medical electrical equipment and respiratory humidifiers for safety and performance.
The results obtained demonstrate that the AirSpiral Heated Breathing Tubes are substantially equivalent to the predicate.
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.