Treatment of Major Depressive Disorder in adult patients who have failed to receive satisfactory improvement from prior antidepressant medication in the current episode.
Device Story
The T65 is an actively cooled, figure-of-eight coil for the MagVenture TMS Therapy System. It delivers magnetic pulses to the left dorsolateral prefrontal cortex (L-DLPC) to induce electrical currents in neuronal structures. Used in hospitals and clinics by physicians or supervised staff, the device facilitates motor threshold (MT) determination and therapeutic stimulation. Enhancements over the predicate Cool-B65 include an integrated intensity control wheel, a trigger button with LED status, reduced weight, and improved strain relief. The intensity wheel allows manual adjustment of stimulation output, streamlining the workflow by eliminating the need for coil exchanges during sessions. The device is used to treat MDD, potentially benefiting patients by providing a non-pharmacological intervention for those resistant to standard antidepressant medications.
Clinical Evidence
No clinical data. Bench testing only. Performance verified via comparison of magnetic field characteristics (pulse width, waveform, peak dB/dt) against the predicate, confirming values within ±5%.
Technological Characteristics
Figure-of-eight coil; active liquid cooling; materials include SABIC Lexan PC945-701 (housing/handle). Complies with IEC 60601-1 (electrical/mechanical/thermal safety), IEC 60601-1-2 (EMC), ISO 13485:2016, and ISO 14971:2019. Biocompatibility per ISO 10993-1.
Indications for Use
Indicated for the treatment of Major Depressive Disorder in adult patients (18+ years) who have failed to receive 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.
{0}
FDA U.S. FOOD & DRUG ADMINISTRATION
July 30, 2025
Tonica Elektronik A/S
% Freja Lüthje
Regulatory Affairs Specialist
MagVenture A/S
Lucernemarken 15
Farum, DK-3520
Denmark
Re: K252032
Trade/Device Name: T65 (9016E0611)
Regulation Number: 21 CFR 882.5805
Regulation Name: Repetitive Transcranial Magnetic Stimulation System
Regulatory Class: Class II
Product Code: OBP
Dated: June 30, 2025
Received: June 30, 2025
Dear Freja Lüthje:
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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K252032 - Freja Lüthje
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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 System (QS) regulation (21 CFR Part 820), which includes, but is not limited to, 21 CFR 820.30, Design controls; 21 CFR 820.90, Nonconforming product; and 21 CFR 820.100, Corrective and preventive action. Please note that regardless of whether a change requires premarket review, the QS regulation requires device manufacturers to review and approve changes to device design and production (21 CFR 820.30 and 21 CFR 820.70) and document changes and approvals in the device master record (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); 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 systems (QS) regulation (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-
{2}
K252032 - Freja Lüthje
Page 3
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,
ROBERT KANG -S
for Pamela 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) K252032 | |
| Device Name T65 (9016E0611) | |
| Indications for Use (Describe) Treatment of Major Depressive Disorder in adult patients who have failed to receive 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." | |
{4}
Special 510(k) Submission
Coil T65
TONICA ELEKTRONIK A/S
Tonica Elektronik A/S
# 510(k) SUMMARY
Date Prepared: June 30, 2025
## SUBMITTER
Tonica Elektronik A/S
Lucernemarken 15
DK-3520 Farum, Denmark
Tel: +45 4499 1544
## Primary Contact:
Freja Lea Lüthje, Ph.D.
Regulatory Affairs Specialist
Phone: +45 2168 9645
E-mail: fll@magventure.com
## Secondary Contact:
Jan Kjøller
Head of Regulatory Affairs
Phone: +45 2489 9976
E-mail: jk@magventure.com
## DEVICE
Device Trade Name: T65
Classification Names: Repetitive transcranial magnetic stimulation system
Regulation: 21 CFR 882.5805
Regulatory Class: Class II
Device Panel: Neurology
Product Classification Code: OBP
510(k) summary
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Vol 07_03 510k summary
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Special 510(k) Submission
Coil T65
TONICA ELEKTRONIK A/S
Tonica Elektronik A/S
# PREDICATE DEVICE
Predicate Trade Name: Cool-B65
Predicate 510(k): K150641
# DEVICE DESCRIPTION
The MagVenture Coil T65 is a figure-of-eight, actively cooled coil designed for use in transcranial magnetic stimulation (TMS) therapy as part of the MagVenture TMS Therapy System. The system delivers magnetic pulses for generating evoked responses, assessing motor thresholds (MT), and administering therapeutic treatments.
The T65 is a redesign of the treatment coil Cool-B65, to include the motor threshold (MT) determination capability of the C-B60 coil. This reduces the need for coil exchange during patient sessions, supporting a more streamlined workflow for clinicians.
The T65 incorporates several ergonomic and functional enhancements compared to the existing coil:
- Integrated intensity control wheel allowing direct manual adjustment of stimulation output.
- Built-in trigger button with LED status indication to display coil readiness.
- Reduced weight for improved maneuverability and ease of use.
- Strain relief mechanisms at both the coil and connector ends to improve durability and reduce cable stress.
# INDICATIONS FOR USE STATEMENT
Treatment of Major Depressive Disorder in adult patients who fail to receive satisfactory improvement from prior antidepressant medication in the current episode.
# COMPARISON OF TECHNOLOGICAL CHARACTERISTICS
The following table compares the T65 to the existing Cool-B65. The change does not affect the device’s intended use and does not raise different questions of safety and effectiveness compared to the existing device.
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Special 510(k) Premarket Submission
Coil T65
TONICA ELEKTRONIK A/S
Tonica Elektronik A/S
Comparison of Technological Characteristics for New Device and Predicate Device
| Element | T65
Modified device | Cool-B65
Predicate device | Statement of equivalence |
| --- | --- | --- | --- |
| Parts Number | 9016E0611 | 9016E0491 | N/A |
| Manufacturer | Tonica Elektronik A/S | Tonica Elektronik A/S | No difference |
| Coil picture | | | N/A |
| 510(k) Number | K252032 | K150641, K171481, K171967 | N/A |
| Product code | OBP | OBP | No difference |
| Design | Figure-of-eight | Figure-of-eight | No difference |
| Condition of use | Used with a magnetic stimulator | Used with a magnetic stimulator | No difference |
| Weight of transducer head | 1.42 kg | 1.8 kg | Weight reduction; does not raise different questions of safety and effectiveness compared to the existing device. |
510(k) summary
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Vol 07_02 510k summary
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Special 510(k) Premarket Submission
Coil T65
TONICA ELEKTRONIK A/S
Tonica Elektronik A/S
+
| Element | T65
Modified device | Cool-B65
Predicate device | Statement of equivalence |
| --- | --- | --- | --- |
| Trigger button in handle | Yes | Yes | No difference |
| Status LED | Integrated in trigger button | Besides trigger button | Formative testing in a standard-use scenario showed that LED position does not influence coil operation. |
| Intensity wheel | Yes | No | Functionally equivalent to C-B60 (K150641). Intensity control mechanism does not raise different questions of safety and effectiveness compared to the existing device. See Note-1 below. |
| Treatment protocols | Able to perform:
MDD standard, 10 Hz 37 min.
Cleared in K150641
MDD standard, 10 Hz 19 min.
Cleared in K171481
MDD iTBS, 50 Hz 3 min.
Cleared in K172667 | Able to perform:
MDD standard, 10 Hz 37 min.
Cleared in K150641
MDD standard, 10 Hz 19 min.
Cleared in K171481
MDD iTBS, 50 Hz 3 min.
Cleared in K172667 | No difference |
| Cooling | Active liquid cooling | Active liquid cooling | No difference |
| Intended purpose | Intended to apply a magnetic-field induced electrical current in the | Intended to apply a magnetic-field induced electrical current in the | No difference |
510(k) summary
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Special 510(k) Premarket Submission
Coil T65
TONICA ELEKTRONIK A/S
Tonica Elektronik A/S
+
| Element | T65
Modified device | Cool-B65
Predicate device | Statement of equivalence |
| --- | --- | --- | --- |
| | body to activate neuronal structures. | body to activate neuronal structures. | |
| Indication for use | Treatment of Major Depressive Disorder in adult patients who have failed to receive satisfactory improvement from prior antidepressant medication in the current episode. | Treatment of Major Depressive Disorder in adult patients who have failed to receive satisfactory improvement from prior antidepressant medication in the current episode. | No difference |
| Target area | Left dorsolateral prefrontal cortex (L-DLPC) | Left dorsolateral prefrontal cortex (L-DLPC) | No difference |
| Intended use setting | Hospitals, Psychiatrist's office or clinic, Psychiatric hospitals, and general medical/surgical hospitals with psychiatric units. | Hospitals, Psychiatrist's office or clinic, Psychiatric hospitals, and general medical/surgical hospitals with psychiatric units. | No difference |
| Treatment population | Patients older than 18 years who have failed to receive satisfactory improvement from prior antidepressant medication in the current episode. | Patients older than 18 years who have failed to receive satisfactory improvement from prior antidepressant medication in the current episode. | No difference |
| Users | Treatment only performed by prescription and by or under the supervision of a licensed physician, introduced to the use of the | Treatment only performed by prescription and by or under the supervision of a licensed physician, introduced to the use of the | No difference |
510(k) summary
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Vol 07_02 510k summary
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Special 510(k) Premarket Submission
Coil T65
TONICA ELEKTRONIK A/S
Tonica Elektronik A/S
^{}[]
| Element | T65
Modified device | Cool-B65
Predicate device | Statement of equivalence |
| --- | --- | --- | --- |
| | MagVenture TMS Therapy® and who have carefully read and understood the User Guide before performing any treatment. | MagVenture TMS Therapy® and who have carefully read and understood the User Guide before performing any treatment. | |
| Biocompatibility | Housing and handle: SABIC Lexan PC945-701 | Housing: SABIC Lexan PC945-701
Handle: Röchling SUSTARIN-C POM | The T65 uses materials also used in Cool-B65; thus, no new materials are introduced. All materials are considered low risk per ISO 10993 and guidance from FDA [1]. No safety impact. |
| Electrical safety and EMC | Complies with IEC60601-1 and IEC60601-1-2 | Complies with IEC60601-1 and IEC60601-1-2 | No difference |
| Mechanical safety | Complies with IEC60601-1 | Complies with IEC60601-1 | No difference |
| Chemical Safety | Complies with IEC60601-1 | Complies with IEC60601-1 | No difference |
| Thermal safety | Complies with IEC60601-1 | Complies with IEC60601-1 | No difference |
| Quality & Risk standards | Complies with ISO 13485-2016 and ISO 14971:2019 | Complies with ISO 13485-2016 and ISO 14971:2019 | No difference |
[2] Use of International Standards ISO 10993-1, "Biological evaluation of medical devices - Part 1: evaluation and testing within a risk management process" Sept. 8 – 2023 Use of International Standard ISO 10993-1, "Biological evaluation of medical devices - Part 1: Evaluation and testing within a risk management process" | FDA
510(k) summary
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Special 510(k) Premarket Submission
Coil T65
TONICA ELEKTRONIK A/S
# NON-CLINICAL TESTING AND PERFORMANCE STANDARDS
The T65 coil underwent comprehensive non-clinical testing to verify and validate its safety and performance in accordance with the FDA Guidance Document: "Class II Special Controls Guidance Document: Repetitive Transcranial Magnetic Stimulation (rTMS) Systems – Guidance for Industry and Food and Drug Administration Staff."
The T65 has been tested and conforms with the following recognized consensus standards:
- IEC 60601-1: General safety and essential performance requirements.
- IEC 60601-1-2: Electromagnetic compatibility compliance.
- ISO 13485:2016 & ISO 14971:2019: Quality and risk management compliance.
In addition, the T65 coil was tested to confirm that the magnetic field characteristics (e.g., pulse width, waveform, peak dB/dt) are within ±5% of the predicate Cool-B65 coil.
# CLINICAL TESTING
No clinical testing is required to support this submission.
# CONCLUSION
The T65 and the existing device have the same intended use and technological characteristics. The use of T65 does not raise any different questions regarding safety and effectiveness.
510(k) summary
Page 7 of 7
Vol 07_02 5
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.