K251653 · Soterix Medical, Inc. · OBP · Feb 20, 2026 · Neurology
Device Facts
Record ID
K251653
Device Name
SPRY TMS Therapy System (0550)
Applicant
Soterix Medical, Inc.
Product Code
OBP · Neurology
Decision Date
Feb 20, 2026
Decision
SESE
Submission Type
Traditional
Regulation
21 CFR 882.5805
Device Class
Class 2
Attributes
Therapeutic
Indications for Use
The SPRY TMS Therapy System is indicated for the treatment of Major Depressive Disorder in adult patients, who have failed to achieve satisfactory improvement from prior antidepressant medication in the current episode.
Device Story
SPRY TMS Therapy System is a non-invasive neuromodulation device for Major Depressive Disorder (MDD). It generates brief, rapidly changing magnetic pulses via a figure-eight transducer coil positioned on the scalp. These pulses induce localized electric fields in the dorsolateral prefrontal cortex (DLPFC), causing neuronal activation and depolarization to modulate brain activity. The system comprises a stimulator unit (power supply, high-voltage capacitor circuits, control electronics, safety monitoring, liquid cooling) and a transducer. Used in clinical settings under physician supervision. Clinicians use a graphical interface to set treatment parameters (frequency, train duration, inter-train interval) and monitor system status. The device targets the DLPFC to alleviate MDD symptoms. Treatment is personalized based on patient motor threshold (MT).
Clinical Evidence
No new clinical studies were conducted. Substantial equivalence is supported by non-clinical bench testing, including electrical safety (IEC 60601-1), EMC (IEC 60601-1-2), biocompatibility (ISO 10993-1), and software verification/validation (IEC 62304). Comparative bench testing of output waveforms, spatial distribution of electric/magnetic fields, and magnetic field gradients demonstrated performance equivalent to the predicate device.
Technological Characteristics
Repetitive Transcranial Magnetic Stimulator; biphasic figure-eight coil; liquid-cooled transducer. Materials: biocompatible per ISO 10993-1. Energy: high-voltage capacitor discharge. Connectivity: standalone system with graphical user interface. Standards: IEC 60601-1, IEC 60601-1-2, IEC 62304, ISO 14971. Pulse width: 360 μs; frequency: 0.1-30 Hz; peak magnetic field: 1.0 Tesla.
Indications for Use
Indicated for treatment of Major Depressive Disorder in adults who failed to achieve satisfactory improvement from prior antidepressant medication in the current episode.
Regulatory Classification
Identification
A repetitive transcranial magnetic stimulation system is an external device that delivers transcranial repetitive pulsed magnetic fields of sufficient magnitude to induce neural action potentials in the prefrontal cortex to treat the symptoms of major depressive disorder without inducing seizure in patients who have failed at least one antidepressant medication and are currently not on any antidepressant therapy.
Special Controls
*Classification.* Class II (special controls). The special control is FDA's “Class II Special Controls Guidance Document: Repetitive Transcranial Magnetic Stimulation System.” See § 882.1(e) for the availability of this guidance document.
Predicate Devices
ALTMS Magnetic Stimulation Therapy System (K220625)
Submission Summary (Full Text)
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FDA U.S. FOOD & DRUG ADMINISTRATION
February 20, 2026
Soterix Medical, Inc.
Abhishek Datta, PhD
CEO/CTO
1480 US Highway 9 North, Suite 204
Woodbridge, New Jersey 07095
Re: K251653
Trade/Device Name: SPRY TMS Therapy System (0550)
Regulation Number: 21 CFR 882.5805
Regulation Name: Repetitive Transcranial Magnetic Stimulation System
Regulatory Class: Class II
Product Code: OBP
Dated: May 29, 2025
Received: May 29, 2025
Dear Dr. Datta:
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.
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).
U.S. Food & Drug Administration
10903 New Hampshire Avenue
Silver Spring, MD 20993
www.fda.gov
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K251653 – Abhishek Datta, PhD
Page 2
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 13484 clause 8.3 (Nonconforming product), and ISO 13485 clause 8.5 (Corrective and 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 21 CFR 820.70) and document changes and approvals in the Medical Device File (21 CFR 820.181).
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 and Part 809); 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-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).
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K251653 – Abhishek Datta, PhD
Page 3
Sincerely,
ROBERT KANG -S
for Pamela D. Scott
Assistant Director
DHT5B: Division of Neuromodulation and
Physical Medicine 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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FORM FDA 3881 (8/23)
Page 1 of 1
PSC Publishing Services (301) 443-6740
EF
| DEPARTMENT OF HEALTH AND HUMAN SERVICES Food and Drug Administration Indications for Use | Form Approved: OMB No. 0910-0120 Expiration Date: 07/31/2026 See PRA Statement below. |
| --- | --- |
| 510(k) Number (if known) K251653 | |
| Device Name SPRY TMS Therapy System (0550) | |
| Indications for Use (Describe) The SPRY TMS Therapy System is indicated for the treatment of Major Depressive Disorder in adult patients, who have failed to achieve satisfactory improvement from prior antidepressant medication in the current episode. | |
| 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) | |
| CONTINUE ON A SEPARATE PAGE IF NEEDED. | |
| This section applies only to requirements of the Paperwork Reduction Act of 1995. *DO NOT SEND YOUR COMPLETED FORM TO THE PRA STAFF EMAIL ADDRESS BELOW.* | |
| The burden time for this collection of information is estimated to average 79 hours per response, including the time to review instructions, search existing data sources, gather and maintain the data needed and complete and review the collection of information. Send comments regarding this burden estimate or any other aspect of this information collection, including suggestions for reducing this burden, to: Department of Health and Human Services Food and Drug Administration Office of Chief Information Officer Paperwork Reduction Act (PRA) Staff PRAStaff@fda.hhs.gov | |
| "An agency may not conduct or sponsor, and a person is not required to respond to, a collection of information unless it displays a currently valid OMB number." | |
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BETTER SHARTER. Soterix medical
Traditional 510(k) Application: SPRY TMS Therapy System
# 510(k) SUMMARY
## I. SUBMITTER
Company: Soterix Medical, Inc.
Address: 1480 US 9N, 204, Woodbridge, NJ 07095
Phone: 880-990-8327
Fax: 212-315-3232
Contact Person: Abhishek Datta
Date Prepared: Date of submission: May 29, 2025
## II. DEVICE
Proprietary Name: SPRY TMS Therapy System
Common Name: Repetitive Transcranial Magnetic Stimulator
Classification Name: Transcranial Magnetic Stimulator
Product Code: Fax: OBP
Device Class: Class II
Regulation Number: 882.5805
Classification Panel: Neurology
## III. PREDICATE DEVICE
ALTMS Magnetic Stimulation Therapy System, K220625
No reference devices were used in this submission.
## IV. DEVICE DESCRIPTION
The SPRY TMS Therapy System is a medical device developed for the treatment of adult patients with Major Depressive Disorder (MDD) who have failed to achieve satisfactory improvement from prior antidepressant medication in the current episode. Transcranial Magnetic Stimulation (TMS) is a non-invasive neuromodulation technique that generates brief, rapidly changing magnetic pulses through a figure-of-eight transducer coil positioned on the scalp. These pulses induce localized electric fields in the cortical tissue, leading to neuronal activation and depolarization, thereby modulating brain activity. The SPRY TMS Therapy System is based on this principle and is intended to target the dorsolateral prefrontal cortex (DLPFC) to alleviate symptoms of Major Depressive Disorder. The device is available by prescription only and must be administered under the supervision of a licensed physician.
The main Components of the SPRY TMS Therapy System include:
1. Stimulator Unit
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- Supplies controlled electrical pulses to the transducer coil
- Includes the power supply, high-voltage capacitor charge/discharge circuits, control electronics, and safety monitoring system
- Features a liquid-based cooling mechanism to maintain coil temperature within safe limits during extended operation
2. Transducer
- Figure-of-eight coil designed to generate a localized magnetic field
3. User Interface
- Provides a graphical interface for clinicians to set treatment parameters (e.g., frequency, train duration, inter-train interval)
- Displays real-time system status and safety-related information
## V. INDICATIONS FOR USE
The SPRY TMS Therapy System is indicated for the treatment of Major Depressive Disorder in adult patients, who have failed to achieve satisfactory improvement from prior antidepressant medication in the current episode.
The SPRY TMS Therapy System has the same indications for use as the predicate device.
## VI. COMPARISON OF TECHNOLOGICAL CHARACTERISTICS WITH THE PREDICATE DEVICE
The SPRY TMS THERAPY SYSTEM demonstrates substantial equivalence to the predicate device in terms of its principal technological characteristics. Both devices are intended for the treatment of adult patients with Major Depressive Disorder who have failed to achieve satisfactory improvement from prior antidepressant medication in the current episode. Accordingly, both devices share the same indications for use.
From a technological standpoint, both systems deliver Transcranial Magnetic Stimulation (TMS) through a stimulator unit, transducer coil, and positioning arm. The treatment procedures, including system setup, patient preparation, motor threshold determination, coil positioning, and patient therapy, are essentially identical. In both devices, rapidly changing magnetic pulses are delivered repetitively to induce localized electric fields in the dorsolateral prefrontal cortex (DLPFC), leading to neuronal depolarization and modulation of neural circuits underlying therapeutic effect.
The SPRY THERAPY SYSTEM and the predicate device differ in certain design specifications, including dimensions, coil parameters, pulse width, and maximum magnetic field strength measured at $2\mathrm{cm}$ depth. These differences reflect design and operational variations only and remain within the range of legally marketed TMS systems. They do not raise new questions of safety or effectiveness.
Therefore, the SPRY TMS THERAPY SYSTEM is substantially equivalent to the predicate device with respect to intended use, technological characteristics, performance, and clinical effect, and does not raise new questions of safety or effectiveness.
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# VII. PERFORMANCE DATA
## Non-Clinical Test summary
The SPRY TMS THERAPY SYSTEM underwent a series of non-clinical performance evaluations in accordance with the FDA's Class II Special Controls Guidance Document: Repetitive Transcranial Magnetic Stimulation (rTMS) Systems, including characterization of the magnetic field.
Electrical safety and electromagnetic compatibility (EMC) testing demonstrated compliance with IEC 60601-1 and IEC 60601-1-2 standards. Biocompatibility of patient-contacting components, specifically the transducer, was assessed in accordance with ISO 10993-1, confirming the materials are biocompatible.
Software Verification and Validation testing was conducted in accordance with the FDA software guidance and IEC 62304. The results verified that the software operates as intended and meets the specified requirements.
To establish substantial equivalence with the predicate device, comparative testing was performed on output waveforms, spatial distribution of electric and magnetic fields, and magnetic field gradient characteristics. The results demonstrated that the performance of the subject and predicate devices is substantially equivalent.
In addition, a risk analysis was conducted in accordance with ISO 14971. All identified risks were evaluated and either determined to be acceptable or effectively mitigated through risk control measures. All results met the applicable acceptance criteria.
In conclusion, the SPRY TMS Therapy System was shown to be as safe, effective, and performant as the predicate device.
## Clinical Test summary
No new clinical studies were conducted to support this 510(k) submission for the SPRY TMS Therapy System. Non-clinical testing and comprehensive technological comparison demonstrated that the subject device and the predicate device are identical in intended use, target patient population, treatment procedure, treatment location, and standard therapeutic protocol.
The identified differences do not affect safety or effectiveness. Therefore, no new clinical data were deemed necessary to establish substantial equivalence.
## Substantial Equivalence Comparison Table
| Parameter | SPRY TMS Therapy System (Proposed Device) | ALTMS Magnetic Stimulation Therapy System (Predicate Device) | Comparison |
| --- | --- | --- | --- |
| Specificity | 0.99 | 0.99 | No data available |
| Specificity of the TMS therapy system | 0.99 | 0.99 | No data available |
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| Device Name and Model | SPRY TMS Therapy System | ALTMS Magnetic Stimulation Therapy System (Blossom TMS Therapy System) | - |
| --- | --- | --- | --- |
| Manufacturer | REMED Co., Ltd. | REMED Co., Ltd. | - |
| Indications For Use | SPRY TMS Therapy System is indicated for the treatment of Major Depressive Disorder in adult patients, who have failed to achieve satisfactory improvement from prior antidepressant medication in the current episode. | ALTMS Magnetic Stimulation Therapy System (also Blossom TMS Therapy System) is indicated for the treatment of Major Depressive Disorder in adult patients, who have failed to achieve satisfactory improvement from prior antidepressant medication in the current episode. | Identical |
| Parameter | SPRY TMS Therapy System (Proposed Device) | ALTMS Magnetic Stimulation Therapy System (Predicate Device) | Comparison |
| Classification Name | Transcranial Magnetic Stimulator | Transcranial Magnetic Stimulator | Identical |
| Product Code | OBP | OBP | Identical |
| Regulatory Class | Class II | Class II | Identical |
| Classification Number | 882.5805 | 882.5805 | Identical |
| Classification Panel | Neurology | Neurology | Identical |
| Parameter | SPRY TMS Therapy System (Proposed Device) | ALTMS Magnetic Stimulation Therapy System (Predicate Device) | Comparison |
| Applicator configuration and core material | Biphasic Figure 8 Coil | Biphasic Figure 8 Coil | Identical |
| Pulse Shape | Biphasic
The output waveform produced by the biphasic figure 8 coil was measured using a calibrated oscilloscope. As a result, the | Biphasic
The output waveform produced by the biphasic figure 8 coil was measured using a calibrated search coil connected to an oscilloscope. | Identical |
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| | waveform could be quantified in three directions as well as in time | As a result, the waveform could be quantified in three directions as well as in time. | |
| --- | --- | --- | --- |
| Dimensions | Width: 265 mm
Length: 200 mm
Height: 44.5 mm | Width: 256 mm
Length: 188 mm
Height: 37 mm | Note 1
See SE statement |
| Coil Parameters | Flat spiral winding,
UEW 2.0*7.0mm wire,
12 turns/wing*2 | Flat spiral winding,
AIW 2.0 x 4.0mm wire,
12 turns/wing x 2 | Note 2
See SE statement |
| Core material | Air | Air | Identical |
| Cooling | Liquid cooled | Liquid cooled | Identical |
| Pulse Train Duration Range (sec) | 0.1-1 Hz: 1-1800sec (± 20%)
2-30 Hz: 1-20sec (± 20%) | 0.1-1 Hz: 1-1800sec (± 20%)
2-30 Hz: 1-20sec (± 20%) | Identical |
| Inter-train interval range | 1-120 sec | 1-120sec | Identical |
| Pulse Width (± accuracy) | 360 μs (±20%) | 430 μs | Note 3
See SE statement |
| Amplitude in Standard Motor Threshold (SMT) units | 0.3-1.9 SMT | 0.3-1.9 SMT | Identical |
| Frequency (± accuracy) | 0.1-30 Hz (± 20%) | 0.1-30 Hz (± 20%) | Identical |
| Magnetic Field Intensity (Peak Magnetic Energy) | 1.0 Tesla (± 20%) | 1.0 Tesla (± 20%) | Identical |
| Magnetic Field Strength (T) at coil surface | 1.0 Tesla (± 20%) | 1.0 Tesla (± 20%) | Identical |
| Pulse Amplitude | 2.0 Vp-p at magnetic field | 2.0 Vp-p at magnetic field | Identical |
| Spatial distribution of the output level | Refer to sponsor's performance report for the spatial distribution of the output level. | Refer to the sponsor's test report for the Spatial distribution of the output level by the predicate device ALTMS Magnetic Stimulation | Refer to report |
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| | Document Name: “Performance Report_rTMS Special Controls_0550” | Therapy System | |
| --- | --- | --- | --- |
| Linearity of the output level | Refer to sponsor's performance report for the linearity of the output level .
Document Name: “Performance Report_rTMS Special Controls_0550” | Refer to the sponsor's test report for the linearity of the output level by the predicate device ALTMS Magnetic Stimulation Therapy System | Refer to report |
| Magnetic field intensity | 120% of the MT | 120% of the MT | Identical |
| Number of trains | 75 | 75 | Identical |
| Maximum trains per session | 120 | 120 | Identical |
| Maximum number of pulses per session (cumulative exposure) | 4,800 | 4,800 | Identical |
| Maximum output amplitude (V/m) at a depth of 2cm below the coil surface | 150 V/m | 150 V/m | Identical |
| Magnetic Field: Peak Magnetic Field Strength at 2cm (in dB/dt) | 10kT/s | 8.1kT/s | Note 4
See SE statement |
| Temperature on Surface at Maximum Output | 41°C | 41°C | Identical |
| Magnetic field strength ratio | 1.8 | 1.8 | Identical |
| Number of Trains | 75 | 75 | Identical |
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| Magnetic pulses per session | 3000 | 3000 | Identical |
| --- | --- | --- | --- |
| Treatment session duration | 18.8 - 37.5 min | 18.8 - 37.5 min | Identical |
| Session per week | 5 | 5 | Identical |
| Area of the brain to be stimulated | Frontal Cortex | Frontal Cortex | Identical |
| Standard Treatment Protocol | | | |
| Inter-train Interval Range | 1-120 sec | 1-120 sec | Identical |
| Magnetic field intensity | 120% of the MT | 120% of the MT | Identical |
| Frequency | 10Hz | 10Hz | Identical |
| Train Duration | 4 sec | 4 sec | Identical |
| Inter-train Interval | 11-26sec | 11-26sec | Identical |
| Number of trains | 75 | 75 | Identical |
| Magnetic pulses per session | 3,000 | 3,000 | Identical |
| Treatment session duration | 18.8-37.5 min | 18.8-37.5 min | Identical |
| Sessions per week | 5 | 5 | Identical |
| Treatment schedule | 5 daily sessions for 6 weeks | 5 daily sessions for 6 weeks | Identical |
Note 1 - Dimensions:
The SPRY TMS device is slightly larger in size compared to the predicate device; however, this external difference does not affect the core functional performance and therefore does not introduce any new safety concerns. The difference arises solely from mechanical design variations and bench testing verifies substantially equivalent results with respect to output waveform, magnetic field distribution, and magnetic field strength.
Note 2 - Coil Parameter:
Both the SPRY TMS THERAPY SYSTEM and the predicate device use the same planar spiral winding
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configuration with identical number of turns. The design differences in conductor type and cross-sectional specifications do not affect the fundamental operating principle or the induced magnetic field characteristics. As a result, there are no new concerns for safety and effectiveness.
## Note 3 - Pulse Width:
The SPRY TMS THERAPY SYSTEM delivers a pulse width of 360 μs, while the ALTMS delivers 430 μs. This difference is a design variation and does not impact clinical performance. Although pulse width can shift the motor threshold (MT), stimulation is applied relative to %MT, thereby maintaining equivalent safety and effectiveness.
## Note 4 - Magnetic Field: Peak Magnetic Field Strength at 2cm (in dB/dt):
The SPRY TMS THERAPY SYSTEM showed slightly higher magnetic field change rates at both the scalp surface and 2cm depth compared to the predicate device; however, since stimulation intensity is personalized based on each patient's motor threshold (MT) in clinical practice, the absolute differences in dB/dt do not have a substantive impact on clinical safety or efficacy.
## VIII. CONCLUSIONS
In conclusion, the SPRY TMS Therapy System is substantially equivalent to the predicate device with respect to intended use, technological characteristics, performance, and clinical effect, and does not raise new questions of safety or effectiveness.
The comprehensive evaluation of the SPRY TMS Therapy System along with the aforementioned design verification and validation testing assessments provide assurance that the SPRY TMS Therapy System has met the pre-determined design requirements per the FDA's recognized consensus standards and special controls guidance document.
The comparative and comprehensive assessments to the predicate device all point to the conclusion that the SPRY TMS Therapy System is substantially equivalent to the stated predicate system.
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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.
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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.
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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.
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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.
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Reading rule for every project: how many summaries do you read in full?
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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.
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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.
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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.
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Click "Show Chart" and segment by Regulation Number. Clicking a regulation takes you to the regulations tree.
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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.