AlertWatch:AC is intended for use by physicians for secondary monitoring of ICU patients. AlertWatch:AC is also intended for use by physicians providing supplemental remote support to bedside care teams in the management and care of ICU patients. AlertWatch:AC is not intended for use in monitoring pediatric or neonatal patients. AlertWatch:AC is a software system that combines data from the electronic medical record, networked physiologic monitors, and ancillary systems, and displays them on a dashboard view of the unit and patient. The clinical decision support is generated to aid in understanding the patient's current condition and changes over time. Once alerted by AlertWatch:AC, the physician must refer to the primary monitor, device or data source before making a clinical decision.
Device Story
Software system for secondary monitoring of adult ICU patients; integrates data from EMR, networked physiologic monitors, and ancillary systems. Transforms inputs via rule-based calculations to assess clinical status; displays patient/unit dashboard with organ-specific color-coded alerts. Used by physicians in hospital settings; provides supplemental remote support to bedside teams. Output informs clinical understanding; physicians must verify alerts against primary monitors/EMR before clinical decisions. Benefits include improved situational awareness and support for patient management.
Clinical Evidence
No clinical data. Bench testing only, including software verification/validation, summative human factors usability studies (n=18 for general tasks, n=15 for alarm signals), and expert clinical review of default limits/thresholds.
Technological Characteristics
Software-only device; no patient-contacting components. Operates on PC, iPad, and iPhone. Integrates data from EMR (Epic, Centricity) and physiologic monitors (GE Solar 9500, GE Carespan B850, Capsule). Uses rule-based algorithms for SOFA/SIRS scoring and organ-specific status assessment. Wireless communication evaluated per FDA guidance for coexistence.
Indications for Use
Indicated for secondary monitoring of adult ICU patients by physicians and for providing supplemental remote support to bedside care teams. Not indicated for pediatric or neonatal patients.
Regulatory Classification
Identification
A cardiac monitor (including cardiotachometer and rate alarm) is a device used to measure the heart rate from an analog signal produced by an electrocardiograph, vectorcardiograph, or blood pressure monitor. This device may sound an alarm when the heart rate falls outside preset upper and lower limits.
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September 10, 2021
AlertWatch, Inc. % Donna-Bea Tillman Senior Consultant Biologics Consulting Group, Inc. 1555 King Street. Suite 300 Alexandria, Virginia 22314
Re: K210160
Trade/Device Name: AlertWatch:AC Regulation Number: 21 CFR 870.2300 Regulation Name: Cardiac monitor (including cardiotachometer and rate alarm) Regulatory Class: Class II Product Code: MSX Dated: August 11, 2021 Received: August 12, 2021
Dear Donna-Bea Tillman:
We have reviewed your Section 510(k) premarket notification of intent to market the device referenced above and have determined the device is substantially equivalent (for the indications for use stated in the enclosure) to legally marketed predicate devices marketed in interstate commerce prior to May 28, 1976, the enactment date of the Medical Device Amendments, or to devices that have been reclassified in accordance with the provisions of the Federal Food, Drug, and Cosmetic Act (Act) that do not require approval of a premarket approval application (PMA). You may, therefore, market the device, subject to the general controls provisions of the Act. Although this letter refers to your product as a device, please be aware that some cleared products may instead be combination products. The 510(k) Premarket Notification Database located at https://www.accessdata.fda.gov/scripts/cdrh/cfdocs/cfpmn/pmn.cfm identifies combination product submissions. The general controls provisions of the Act include requirements for annual registration, listing of devices, good manufacturing practice, labeling, and prohibitions against misbranding and adulteration. Please note: CDRH does not evaluate information related to contract liability warranties. We remind you, however, that device labeling must be truthful and not misleading.
If your device is classified (see above) into either class II (Special Controls) or class III (PMA), it may be subject to additional controls. Existing major regulations affecting your device can be found in the Code of Federal Regulations, Title 21, Parts 800 to 898. In addition, FDA may publish further announcements concerning your device in the Federal Register.
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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 of medical device-related adverse events) (21 CFR 803) for devices or postmarketing safety reporting (21 CFR 4, Subpart B) for combination products (see https://www.fda.gov/combination-products/guidance-regulatory-information/postmarketing-safety-reportingcombination-products); good manufacturing practice requirements as set forth in the quality systems (QS) regulation (21 CFR Part 820) for devices or current good manufacturing practices (21 CFR 4, Subpart A) for combination products; and, if applicable, the electronic product radiation control provisions (Sections 531-542 of the Act); 21 CFR 1000-1050.
Also, please note the regulation entitled, "Misbranding by reference to premarket notification" (21 CFR Part 807.97). For questions regarding the reporting of adverse events under the MDR regulation (21 CFR Part 803), please go to https://www.fda.gov/medical-device-safety/medical-device-reportingmdr-how-report-medical-device-problems.
For comprehensive regulatory information about mediation-emitting products, including information about labeling regulations, please see Device Advice (https://www.fda.gov/medicaldevices/device-advice-comprehensive-regulatory-assistance) and CDRH Learn (https://www.fda.gov/training-and-continuing-education/cdrh-learn). Additionally, you may contact the Division of Industry and Consumer Education (DICE) to ask a question about a specific regulatory topic. See the DICE website (https://www.fda.gov/medical-device-advice-comprehensive-regulatoryassistance/contact-us-division-industry-and-consumer-education-dice) for more information or contact DICE by email (DICE@fda.hhs.gov) or phone (1-800-638-2041 or 301-796-7100).
Sincerely.
for
Jennifer Shih External Heart Rhythm and Rate Team Division of Cardiac Electrophysiology, Diagnostics, and Monitoring Devices Office of Cardiovascular Devices Office of Product Evaluation and Ouality Center for Devices and Radiological Health
Enclosure
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### Indications for Use
510(k) Number (if known) K210160
Device Name AlertWatch:AC
### Indications for Use (Describe)
AlertWatch:AC is intended for use by physicians for secondary monitoring of ICU patients. AlertWatch:AC is also intended for use by physicians providing supplemental remote support to bedside care teams in the management and care of ICU patients. AlertWatch:AC is not intended for use in monitoring pediatric or neonatal patients. AlertWatch:AC is a software system that combines data from the electronic medical record, networked physiologic monitors, and ancillary systems, and displays them on a dashboard view of the unit and patient. The clinical decision support is generated to aid in understanding the patient's current condition and changes over time. Once alerted by AlertWatch:AC, the physician must refer to the primary monitor, device or data source before making a clinical decision.
| Type of Use (Select <i>one</i> or <i>both</i> , as applicable) |
|----------------------------------------------------------------|
|----------------------------------------------------------------|
X Prescription Use (Part 21 CFR 801 Subpart D)
| Over-The-Counter Use (21 CFR 801 Subpart C)
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In accordance with 21 CFR 807.87(h) and (21 CFR 807.92) the 510(k) Summary for AlertWatch:AC is provided below.
#### SUBMITTER 1.
| Applicant: | AlertWatch, Inc.<br>330 East Liberty St.<br>Fourth Floor<br>Ann Arbor, MI 48104 |
|---------------------------|------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
| Contact: | Justin Adams<br>AlertWatch, Inc.<br>CEO<br>Phone: 734-998-8344<br>Justin.adams@alertwatch.com |
| Submission Correspondent: | Donna-Bea Tillman, Ph. D<br>Senior Consultant<br>Biologics Consulting Group, Inc.<br>1555 King Street, Suite 300<br>Alexandria, VA 22314<br>(410) 531-6542<br>dtillman@biologicsconsulting.com |
| Date Prepared: | September 10, 2021 |
#### 2. DEVICE
| Device Trade Name: | AlertWatch:AC |
|---------------------|----------------------------------------------------------------------------------|
| Device Common Name: | System, Network and Communication, Physiological<br>Monitors |
| Classification Name | 21 CFR 870.2300 - Cardiac monitor (including<br>cardiotachometer and rate alarm) |
| Regulatory Class: | II |
| Product Code: | MSX |
#### PREDICATE DEVICE 3.
Predicate Device: K171322 - Philips eCareManager 4.1 Reference Device: K153335 - AlertWatch:OR
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#### DEVICE DESCRIPTION 4.
AlertWatch:AC is a secondary monitoring system used by physicians to monitor adult patients in an ICU environment. The purpose of the device is to synthesize a wide range of patient data and inform physicians of potential problems. Once alerted, the physician is instructed to refer to the primary monitoring device or EMR before making a clinical decision.
The software design includes a default set of rules and alerts that can be configured by the hospital during the installation process. AlertWatch:AC is intended to supplement, not replace, a hospital's primary EMR.
The device retrieves data from the electronic medical record (EMR) system and networked physiologic monitors, integrates this data, and performs a series of calculations to assess potential clinical issues. The information is conveyed both via organ colors and messages in the alert panel. Any alert can also be configured to send pages to physicians assigned to the patient.
#### 5. INTENDED USE/INDICATIONS FOR USE
AlertWatch:AC is intended for use by physicians for secondary monitoring of ICU patients. AlertWatch:AC is also intended for use by physicians providing supplemental remote support to bedside care teams in the management and care of ICU patients. AlertWatch:AC is not intended for use in monitoring pediatric or neonatal patients.
AlertWatch:AC is a software system that combines data from the electronic medical record, networked physiologic monitors, and ancillary systems, and displays them on a dashboard view of the unit and patient. The clinical decision support is generated to aid in understanding the patient's current condition and changes over time. Once alertWatch:AC, the physician must refer to the primary monitor, device, or data source before making a clinical decision.
#### 6. SUBSTANTIAL EQUIVALENCE
# Comparison of Indications
Both the subject AlertWatch:AC and the predicate eCareManager device are used by physicians in a hospital environment to monitor patients. Both devices are only intended for secondary monitoring and users must refer to the primary monitor or primary clinician before making clinical decisions. Both systems aggregate and summarize information to help users make informed decisions. Therefore, the differences in indications for use do not constitute a new intended use, and eCareManager can be used as a primary predicate for the subject AlertWatch:AC.
# Technological Comparisons
The table below compares the key technological feature of the subject devices to the predicate device (Philips eCareManager 4.1, K171322).
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| | Predicate Device | Proposed Device |
|--------------------------------------------------------|-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
| Device Name | eCareManager 4.1 | AlertWatch:AC v1.00 |
| 510(k) number | K171322 | K210160 |
| Classification | MSX | Identical |
| Regulation | 870.2300 | Identical |
| Intended Use environment | In-Hospital Patients | ICU |
| Intended Users | Trained Medical Staff | Physicians |
| Intended for primary<br>monitoring? | No - only for secondary monitoring.<br>User must refer to primary monitor<br>or bedside clinician to confirm all<br>decisions. | Identical |
| Data server | Electronic medical record, patient<br>monitoring systems and ancillary<br>systems connected through networks | Identical |
| Supported EMR systems | Epic | All current versions of Epic (2015+)<br>and Centricity 7.63.299<br><br>The reference device<br>(AlertWatch:OR) also supports<br>current versions of Epic (2015+) and<br>Centricity 7.63.299 |
| Supported physiologic<br>monitors | Philips | GE Solar 9500,<br>GE Carespan B850,<br>Capsule Medical Device<br>Integration System |
| Organs Monitored | Heart, Lungs, Kidneys, Brain, Liver | Identical |
| Supported EMR Data<br>Elements | Demographic, Diagnosis, Labs, Risk<br>Factors & Comorbidities, Lines,<br>Tubes and Drains, Medications,<br>Infusions, Notes, Images. | Demographic, Diagnosis, Labs, Risk<br>Factors & Comorbidities, Lines,<br>Tubes and Drains, Medications,<br>Infusions, Notes. |
| Patient Risk Scores &<br>Acuity Calculations | Proprietary Philips Acuity Score,<br>APACHE | SOFA and SIRS, established patient<br>risk and acuity calculations. |
| Hardware platforms<br>supported | PC | PC, iPad, iPhone<br><br>The hardware platforms of<br>AlertWatch:OR, the reference<br>device, also includes the use of iOS<br>mobile devices. |
| | Predicate Device | Proposed Device |
| Generates clinical<br>advisories | eCareManager uses the above data to<br>generate clinical decision support<br>notifications that aid in<br>understanding the patient's current<br>condition and changes over time. | Identical |
| Re-display of vital sign data<br>from primary monitors | Yes | Identical |
| Intended to replace primary<br>monitors | No | Identical |
| Paging | Unknown | Yes. For physicians to page each<br>other and for AlertWatch:AC to<br>transmit alerts to the bedside<br>providers using the hospital-<br>established paging system. |
| Views | Single Patient | Single Patient |
| | Organ Specific | Organ Specific |
| | Census | Census |
| Camera | Camera hardware and software for in<br>room video. | None. A camera is not a required<br>element for the device to perform as<br>intended. |
#### Table 1: Technological Comparison
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There are slight differences in technological characteristics that reflect the different clinical needs of the user populations, but the general approach of retrieving data from the EMR system, integrating this data, and performing a series of calculations to assess potential patient clinical issues is the same. The differences in technological characteristics do not raise different questions of safety and effectiveness.
#### 7. PERFORMANCE DATA
# Biocompatibility Testing
There are no direct or indirect patient-contacting components of the subject device. Therefore, patient contact information is not needed for this device.
# Electrical safety and electromagnetic compatibility (EMC)
Not applicable. The subject device is a software-only device. It contains no electric components, generates no electrical emissions, and uses no electrical energy of any type.
However, because AlertWatch:AC includes wireless communication, the system was evaluated in accordance with the FDA guidance document: Radio Frequency Wireless Technology in Medical Devices: Guidance for Industry and Food and Drug Administration Staff (August 14, 2013). Wireless Co-existence testing was performed to establish that the wireless components work effectively in the hospital environment.
{7}------------------------------------------------
## Software Verification and Validation Testing
Software verification and validation testing was conducted and documentation was provided as recommended by FDA's Guidance for Industry and FDA Staff, "Guidance for the Content of Premarket Submissions for Software Contained in Medical Devices." Verification of AlertWatch:AC was conducted to ensure that the product works as designed, and was tested with both constructed data and data from the EMR. Validation was conducted to check the design and performance of the product.
## Bench Testing
- . Human Factors Study: To better understand any potential usability issues that could interfere with the intended use of the product. AlertWatch performed a comprehensive human factors study. AlertWatch recruited 18 users and conducted a summative usability study. The results of the study showed that users with no training were able to successfully perform critical tasks and were able to use the device for its intended purpose- to clarify clinical information and support information access. AlertWatch also recruited 15 users to participate in a summative usability study on the verbal alarm signals. The results of the study showed that users with no training were able to successfully perform critical tasks and were able to use the device for its intended purpose.
- Default Limits and Thresholds: AlertWatch, Inc. used a two-phased approach to ensure ● that the default limits were clinically valid:
- 1. Review of References. AlertWatch sought out definitive published studies that highlighted appropriate limits for certain patient conditions. This includes limits and thresholds for the green/yellow/red organ schema, as well as the alerts and formulae.
- 2. Expert Committee. For all limits and thresholds. AlertWatch sought out the opinion and confirmation of acute care physicians at the University of Michigan Health System. Each of these clinicians reviewed the limits, provided feedback, and reviewed the final results.
- IEC 60601-1-8: A summary of how AlertWatch:AC addresses the primary issues identified in IEC 60601-1-8 is provided in the submission.
# Animal Testing
Not applicable. Animal studies are not necessary to establish the substantial equivalence of this device.
# Clinical Data
Not applicable. Clinical studies are not necessary to establish the substantial equivalence of this device.
{8}------------------------------------------------
#### CONCLUSION 8.
The subject AlertWatch:AC and the predicate Philips eCareManager 4.1 (K171322) have the same intended use, namely to provide secondary monitoring of in-hospital patients. The general approach of retrieving data from the EMR system, integrating this data, and performing a series of calculations to assess potential patient clinical issues is the same. The differences in technological characteristics do not raise different questions of safety and effectiveness, and the results of performance testing demonstrate that the subject device performs in accordance with specifications and meets user needs and intended uses. Therefore, AlertWatch:AC has been demonstrated to be substantially equivalent to the predicate Philips eCareManager 4.1.
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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.
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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).
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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.
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.
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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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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 (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.
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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.
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A lot of people predicated them for a reason. Clicking a node traces parents and children, and selections from search carry over pre-selected.
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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.