Millipede88 Aspiration Catheter As part of the Millipede System, the Millipede88 Aspiration Catheter with the Perfuze Aspiration Tube Set and a compatible aspiration pump, is indicated for use in the revascularization of patients with acute ischemic stroke secondary to intracranial large vessel occlusive disease within the internal carotid artery and middle cerebral artery M1 segment within 8 hours of symptom onset. Patients who are ineligible for intravenous thrombolytic drug therapy or who have not responded to thrombolytic drug therapy are candidates for treatment. Millipede70 Aspiration Catheter As part of the Millipede System, the Millipede70 Aspiration Catheter with the Perfuze Aspiration Tube Set and a compatible aspiration pump, is indicated for use in the revascularization of patients with acute ischemic stroke secondary to intracranial large vessel occlusive disease (within the internal carotid, middle cerebral – M1 and M2 segments, basilar and vertebral arteries) within 8 hours of symptom onset. Patients who are ineligible for intravenous thrombolytic drug therapy or who have not responded to thrombolytic drug therapy are candidates for treatment. Perfuze Aspiration Tube Set As part of the Millipede System, the Perfuze Aspiration Tube Set is indicated to connect the Millipede88 or Millipede70 Aspiration Catheter to a compatible aspiration pump.
Device Story
Millipede System consists of Millipede88/70 aspiration catheters and aspiration tube set; used with external aspiration pump. Device provides direct aspiration to remove thrombus from neurovasculature. Operated by physicians trained in neurovascular interventional techniques in clinical settings. Catheters are single-lumen, reinforced, variable-stiffness; feature hydrophilic coating for tracking and radiopaque markers for fluoroscopic visualization. Tube set connects catheter to pump; includes pinch clamp for vacuum control. Output is mechanical thrombus removal; clinical benefit is revascularization of occluded vessels in acute ischemic stroke patients.
Clinical Evidence
No clinical data. Substantial equivalence supported by non-clinical bench testing, including simulated use in neurovascular models, stent-retriever compatibility, and flow rate characterization.
Technological Characteristics
Single-lumen, reinforced, variable-stiffness catheters. Materials: polymers and metals with color additives and stabilizers. Hydrophilic coating on distal 500mm. Dimensions: 88 Catheter (0.088" ID), 70 Catheter (0.070" distal ID). Sterilization: Ethylene Oxide (ISO 11135). Connectivity: mechanical connection to external aspiration pump via tube set.
Indications for Use
Indicated for adults with acute ischemic stroke secondary to intracranial large vessel occlusive disease (internal carotid, MCA M1/M2, basilar, vertebral arteries) within 8 hours of symptom onset. Candidates include patients ineligible for or non-responsive to IV thrombolytic therapy.
Regulatory Classification
Identification
A percutaneous catheter is a device that is introduced into a vein or artery through the skin using a dilator and a sheath (introducer) or guide wire.
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**FDA** U.S. FOOD & DRUG
ADMINISTRATION
August 12, 2026
Perfuze Ltd.
Jeanine O'Donnell
Principal Regulatory Affairs Specialist
Unit 6, Galway Business Park,
Dangan,
Galway, H91 W7CP,
Ireland
Re: K262399
Trade/Device Name: Millipede System
Regulation Number: 21 CFR 870.1250
Regulation Name: Percutaneous Catheter
Regulatory Class: Class II
Product Code: NRY
Dated: July 13, 2026
Received: July 14, 2026
Dear Jeanine O'Donnell:
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 (the 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 available 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.
U.S. Food & Drug Administration
10903 New Hampshire Avenue
Silver Spring, MD 20993
www.fda.gov
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K262399 - Jeanine O'Donnell
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Additional information about changes that may require a new premarket notification are provided in the FDA guidance documents entitled "Deciding When to Submit a 510(k) for a Change to an Existing Device" (https://www.fda.gov/media/99812/download) and "Deciding When to Submit a 510(k) for a Software Change to an Existing Device" (https://www.fda.gov/media/99785/download).
Your device is also subject to, among other requirements, the Quality Management System Regulation (QMSR) (21 CFR Part 820), which includes, but is not limited to, ISO 13485 clause 7.3 (Design controls), ISO 13485 clause 8.3 (Nonconforming product), ISO 13485 clause 8.5.2 (Corrective action), and ISO 13485 clause 8.5.3 (Preventative action). Please note that regardless of whether a change requires premarket review, the QMSR requires device manufacturers to review and approve changes to device design and production (ISO 13485 clause 7.3 and ISO 13485 clause 7.5) and document changes and approvals in the Medical Device File (ISO 13485 clause 4.2.3).
Please be advised that FDA's issuance of a substantial equivalence determination does not mean that FDA has made a determination that your device complies with other requirements of the Act or any Federal statutes and regulations administered by other Federal agencies. You must comply with all the Act's requirements, including, but not limited to: registration and listing (21 CFR Part 807); labeling (21 CFR Part 801); medical device reporting (reporting of medical device-related adverse events) (21 CFR Part 803) for devices or postmarketing safety reporting (21 CFR Part 4, Subpart B) for combination products (see https://www.fda.gov/combination-products/guidance-regulatory-information/postmarketing-safety-reporting-combination-products); good manufacturing practice requirements as set forth in the Quality Management System Regulation (QMSR) (21 CFR Part 820) for devices or current good manufacturing practices (21 CFR Part 4, Subpart A) for combination products; and, if applicable, the electronic product radiation control provisions (Sections 531-542 of the Act); 21 CFR Parts 1000-1050.
All medical devices, including Class I and unclassified devices and combination product device constituent parts are required to be in compliance with the final Unique Device Identification System rule ("UDI Rule"). The UDI Rule requires, among other things, that a device bear a unique device identifier (UDI) on its label and package (21 CFR 801.20(a)) unless an exception or alternative applies (21 CFR 801.20(b)) and that the dates on the device label be formatted in accordance with 21 CFR 801.18. The UDI Rule (21 CFR 830.300(a) and 830.320(b)) also requires that certain information be submitted to the Global Unique Device Identification Database (GUDID) (21 CFR Part 830 Subpart E). For additional information on these requirements, please see the UDI System webpage at https://www.fda.gov/medical-devices/device-advice-comprehensive-regulatory-assistance/unique-device-identification-system-udi-system.
Also, please note the regulation entitled, "Misbranding by reference to premarket notification" (21 CFR 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-devices/medical-device-safety/medical-device-reporting-mdr-how-report-medical-device-problems.
For comprehensive regulatory information about medical devices and radiation-emitting products, including information about labeling regulations, please see Device Advice (https://www.fda.gov/medical-devices/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-devices/device-advice-comprehensive-regulatory-
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K262399 - Jeanine O'Donnell
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assistance/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,
NAIRA MURADYAN -S
Naira Muradyan, PhD
Assistant Director
DHT5A: Division of Neurosurgical,
Neurointerventional, and
Neurodiagnostic Devices
OHT5: Office of Neurological and
Physical Medicine Devices
Office of Product Evaluation and Quality
Center for Devices and Radiological Health
Enclosure
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| Indications for Use | | |
| --- | --- | --- |
| Please type in the marketing application/submission number, if it is known. This textbox will be left blank for original applications/submissions. | K262399 | ? |
| Please provide the device trade name(s). | | ? |
| Millipede System | | |
| Please provide your Indications for Use below. | | ? |
| Millipede88 Aspiration Catheter As part of the Millipede System, the Millipede88 Aspiration Catheter with the Perfuze Aspiration Tube Set and a compatible aspiration pump, is indicated for use in the revascularization of patients with acute ischemic stroke secondary to intracranial large vessel occlusive disease within the internal carotid artery and middle cerebral artery M1 segment within 8 hours of symptom onset. Patients who are ineligible for intravenous thrombolytic drug therapy or who have not responded to thrombolytic drug therapy are candidates for treatment. Millipede70 Aspiration Catheter As part of the Millipede System, the Millipede70 Aspiration Catheter with the Perfuze Aspiration Tube Set and a compatible aspiration pump, is indicated for use in the revascularization of patients with acute ischemic stroke secondary to intracranial large vessel occlusive disease (within the internal carotid, middle cerebral – M1 and M2 segments, basilar and vertebral arteries) within 8 hours of symptom onset. Patients who are ineligible for intravenous thrombolytic drug therapy or who have not responded to thrombolytic drug therapy are candidates for treatment. Perfuze Aspiration Tube Set As part of the Millipede System, the Perfuze Aspiration Tube Set is indicated to connect the Millipede88 or Millipede70 Aspiration Catheter to a compatible aspiration pump. | | |
| Please select the types of uses (select one or both, as applicable). | ☑ Prescription Use (21 CFR 801 Subpart D) ☐ Over-The-Counter Use (21 CFR 801 Subpart C) | ? |
| Please select the age group(s) for which the device(s) is to be used. | ☐ Neonates/Newborns (Birth to < 29 days old) ☐ Infants (29 days old to < 2 years old) ☐ Children (2 years old to < 12 years old) ☐ Adolescents (12 years old to < 22 years old) ☑ Adults (22 years old and greater) | ? |
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# 510(k) Summary – K262399
## Submitter Information
Submitter's Name: Perfuze Ltd.
Address: Unit 6, Galway Business Park,
Dangan,
Galway, H91 W7CP,
Ireland
Contact Person: Jeanine O'Donnell
Telephone: +353 91 428083
Date Prepared: 13th July 2026
## Subject Device
Proprietary Name: Millipede System
Common/Usual Name: Percutaneous Catheter
Classification Name: Catheter, Thrombus Retriever
Regulatory Class: II
Regulation: 21 CFR 870.1250
Product Code: NRY
## Predicate Device
Proprietary Name: Millipede System
Common/Usual Name: Percutaneous Catheter
Classification Name: Catheter, Thrombus Retriever
Regulatory Class: II
Regulation: 21 CFR 870.1250
Product Code: NRY
Manufacturer: Perfuze Ltd.
510(k) Number: K253590
## Reference Device
Proprietary Name: Millipede88 Access Catheter
Common/Usual Name: Guide Catheter
Classification Name: Catheter, Percutaneous, Neurovasculature
Regulatory Class: II
Regulation: 21 CFR 870.1250
Product Code: QJP
Manufacturer: Perfuze Ltd.
510(k) Number: K253901
## Device Description
The Millipede System is comprised of the Millipede88 Aspiration Catheter, the Millipede70 Aspiration Catheter and the Perfuze Aspiration Tube Set.
The Millipede88 and Millipede70 Aspiration Catheters are single-lumen, reinforced, variable stiffness catheters. The distal 500mm of each catheter has a hydrophilic coating on its outer surface to enhance tracking through the vasculature. A radiopaque marker provides the user with visual confirmation of the distal tip location under fluoroscopy. Both catheters are supplied with a rotating hemostasis valve (RHV). The RHV is designed to be attached to the proximal hub of the catheter and is used to maintain hemostasis during infusion of saline and contrast agent and insertion of devices into the catheter.
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The Millipede88 Aspiration Catheter is also supplied with a valve crossing tool. The valve crossing tool is included to facilitate insertion of the Millipede88 Aspiration Catheter through an access sheath with a cross-cut valve. The valve crossing tool is not required if the access sheath has an RHV.
The Perfuze Aspiration Tube Set is a sterile, single-use device consisting of a single flexible braided tube. The tube has a rotating male luer-lock connector on the distal end and a suction connector on the proximal end. The rotating male luer-lock connector connects to the hub of the Millipede88 or Millipede70 Aspiration Catheter. The suction connector connects to the canister of an aspiration pump. A pinch clamp provides the user with the ability to apply vacuum to the catheter.
For the aspiration source, the Millipede88 and Millipede70 Aspiration Catheters are used in conjunction with a compatible aspiration pump with prespecified performance parameters along with a legally marketed canister and accessories kit. The aspiration pump is connected to the aspiration catheter using the Perfuze Aspiration Tube Set.
## Indications for Use
Millipede88 Aspiration Catheter:
As part of the Millipede System, the Millipede88 Aspiration Catheter with the Perfuze Aspiration Tube Set and a compatible aspiration pump, is indicated for use in the revascularization of patients with acute ischemic stroke secondary to intracranial large vessel occlusive disease within the internal carotid artery and middle cerebral artery M1 segment within 8 hours of symptom onset. Patients who are ineligible for intravenous thrombolytic drug therapy or who have not responded to thrombolytic drug therapy are candidates for treatment.
Millipede70 Aspiration Catheter:
As part of the Millipede System, the Millipede70 Aspiration Catheter with the Perfuze Aspiration Tube Set and a compatible aspiration pump, is indicated for use in the revascularization of patients with acute ischemic stroke secondary to intracranial large vessel occlusive disease (within the internal carotid, middle cerebral – M1 and M2 segments, basilar and vertebral arteries) within 8 hours of symptom onset. Patients who are ineligible for intravenous thrombolytic drug therapy or who have not responded to thrombolytic drug therapy are candidates for treatment.
Perfuze Aspiration Tube Set:
As part of the Millipede System, the Perfuze Aspiration Tube Set is indicated to connect the Millipede88 or Millipede70 Aspiration Catheters to a compatible aspiration pump.
## Comparison to the Predicate Device
The method of action, design, and materials of the subject Millipede System are substantially equivalent to the predicate device, as outlined in the table below.
| Attribute | Predicate Device Millipede System (K253590) | Subject Device Millipede System (K262399) |
| --- | --- | --- |
| Regulation Number | 21 CFR 870.1250 | Same |
| Regulation Name | Percutaneous catheter | Same |
| Classification | Class II | Same |
| Product Code | NRY | Same |
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| Attribute | Predicate Device Millipede System (K253590) | Subject Device Millipede System (K262399) |
| --- | --- | --- |
| Indications for Use | Millipede88 Aspiration Catheter: As part of the Millipede System, the Millipede88 Aspiration Catheter with the Perfuze Aspiration Tube Set and a compatible aspiration pump, is indicated for use in the revascularization of patients with acute ischemic stroke secondary to intracranial large vessel occlusive disease within the internal carotid artery and middle cerebral artery M1 segment within 8 hours of symptom onset. Patients who are ineligible for intravenous thrombolytic drug therapy or who have not responded to thrombolytic drug therapy are candidates for treatment. Millipede70 Aspiration Catheter: As part of the Millipede System, the Millipede70 Aspiration Catheter with the Perfuze Aspiration Tube Set and a compatible aspiration pump, is indicated for use in the revascularization of patients with acute ischemic stroke secondary to intracranial large vessel occlusive disease (within the internal carotid, middle cerebral – M1 and M2 segments, basilar and vertebral arteries) within 8 hours of symptom onset. Patients who are ineligible for intravenous thrombolytic drug therapy or who have not responded to thrombolytic drug therapy are candidates for treatment. Perfuze Aspiration Tube Set: As part of the Millipede System, the Perfuze Aspiration Tube Set is indicated to connect the Millipede88 or Millipede70 Aspiration Catheters to a compatible aspiration pump. | Same |
| Device Description | The Aspiration Catheter is a single lumen catheter with a semi-rigid proximal section that transitions to a flexible distal tip. The Millipede Aspiration Catheter is used with the Perfuze Aspiration Tube Set. | Same |
| User | Physicians trained in neurovascular interventional techniques. | Same |
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| Attribute | Predicate Device Millipede System (K253590) | Subject Device Millipede System (K262399) |
| --- | --- | --- |
| Principle of Operation | Designed to remove thrombus from the neurovasculature using direct aspiration. | Same |
| Condition Supplied | Sterile and Single Use | Same |
| Sterilization Method | Ethylene Oxide (EO) | Same |
| **Aspiration Catheter** | | |
| Inner Diameter | 88 Aspiration Catheter: 0.088" | Same |
| | 70 Aspiration Catheter: 0.070" distal/ 0.069" proximal | Same |
| Outer Diameter | 88 Aspiration Catheter: 0.104" distal / 0.108" proximal | Same |
| | 70 Aspiration Catheter: 0.0837" distal/ 0.0865" proximal | Same |
| Length | 88 Aspiration Catheter: 120 cm | Same |
| | 70 Aspiration Catheter: 136 cm | Same |
| Materials | 88 Aspiration Catheter: Polymers and metals commonly used in the manufacture of medical devices | 88 Aspiration Catheter: Proximal end - same Distal end - same polymers and metal reinforcement with changes to the color additives used and the addition of stabilizers |
| | 70 Aspiration Catheter: Polymers and metals commonly used in the manufacture of medical devices | 70 Aspiration Catheter: Same |
| Coating | 88 Aspiration Catheter: Hydrophilic coating on distal 350mm of the catheter | 88 Aspiration Catheter: Same hydrophilic coating on distal 500mm of the catheter |
| | 70 Aspiration Catheter: Hydrophilic coating on distal 500mm of the catheter | 70 Aspiration Catheter: Same |
| Packaged Accessories | 88 Aspiration Catheter: RHV and Valve Crossing Tool | 88 Aspiration Catheter: Identical RHV; Valve Crossing Tool with same fundamental design but changes to the materials to incorporate different color additives and the addition of stabilizers |
| | 70 Aspiration Catheter: RHV and Valve Crossing Tool | 70 Aspiration Catheter: Same |
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| Attribute | Predicate Device Millipede System (K253590) | Subject Device Millipede System (K262399) |
| --- | --- | --- |
| Packaging Configuration | The catheters are placed in a protective polyethylene tube, mounted with accessories onto a cardboard packaging card, placed into a pouch, sealed and labelled. The sealed pouch and Instructions for Use are placed in a labelled shelf carton box. | The catheters are placed in a protective polyethylene tube, mounted with accessories onto a packaging card, placed into a pouch, sealed and labelled. The sealed pouch and Instructions for Use are placed in a labelled shelf carton box. |
| **Aspiration Tubing** | | |
| Inner Diameter | 0.110" | Same |
| Outer Diameter | 0.187" | Same |
| Length | 100" | Same |
## Non-Clinical Performance Testing
### Sterilization and Shelf Life
The Millipede88 Aspiration Catheter, Millipede70 Aspiration Catheter and Perfuze Aspiration Tube Set are sterilized using a validated EO process with a sterility assurance level of 1x10⁻⁶ in accordance with ISO 11135.
There is no change to the shelf life for any of the Millipede System components. The Millipede88 and Millipede70 Aspiration Catheters have a 12-month shelf life, and the Perfuze Aspiration Tube Set has a 24-month shelf life.
The packaging configuration of the Millipede70 Aspiration Catheter and Perfuze Aspiration Tube Set remains unchanged compared to the predicate device (K253590). The packaging configuration for the Millipede88 Aspiration Catheter is identical to that of the reference device (Millipede88 Access Catheter; K253901). Therefore, no additional shelf-life validation or packaging testing was required.
### Biocompatibility
The patient-contacting materials of the Millipede70 Aspiration Catheter and Perfuze Aspiration Tube Set are unchanged compared to the predicate device. The patient-contacting materials of the Millipede88 Aspiration Catheter are identical to the reference device (Millipede88 Access Catheter; K253901). Therefore, no additional biocompatibility testing was required.
### Performance Testing (Bench)
The Millipede70 Aspiration Catheter and Perfuze Aspiration Tube Set are identical to the predicate device. No additional bench testing was required to assess these device components.
The Millipede88 Aspiration Catheter has an identical design to the reference device (Millipede88 Access Catheter; K253901). Previous testing for the reference device, as described in K253901, is used to support substantial equivalence to the predicate device. In addition, the following non-clinical testing was conducted to demonstrate that the Millipede88 Aspiration Catheter is suitable for its intended use.
| Test | Test Method | Conclusions |
| --- | --- | --- |
| Simulated Use Testing | Deliverability, compatibility and durability for use with ancillary devices, ability to apply vacuum through the catheter, and resistance to lumen collapse were evaluated in a neurovascular model. | The device performs as intended under simulated use conditions. |
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| Test | Test Method | Conclusions |
| --- | --- | --- |
| Stent-retriever Compatibility | Durability of the catheter was evaluated after a stent-retriever was deployed and retrieved through it such that the stent-retriever engages the catheter tip. | The device integrity was maintained. |
| Flow Rate Characterization | The aspiration flow rate of saline through the catheter was characterized. | The flow rate was characterized. |
### Animal Testing
No animal testing was required to demonstrate substantial equivalence between the subject and predicate devices.
### Clinical Study
The non-clinical performance data presented were determined to be sufficient to support the substantial equivalence of the subject and predicate devices. Therefore, no clinical study was conducted.
### Conclusion
The indications for use of the Millipede System are identical to the predicate device. The subject and predicate devices use the same operating principles.
The Millipede70 Aspiration Catheter and Perfuze Aspiration Tube Set included in the subject Millipede System are identical to that of the predicate Millipede System. The subject Millipede88 Aspiration Catheter and the predicate device have a similar design. The differences identified in this submission do not raise different or new questions of safety or effectiveness. The successful completion of non-clinical performance testing demonstrates that the Millipede System with the modified Millipede88 Aspiration Catheter is substantially equivalent to the predicate device.
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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.