The LifeSignals ECG Remote Monitoring Patch Platform is a wireless remote monitoring system intended for use by healthcare professionals for continuous collection of Electrocardiography (ECG) and Heart Rate monitoring in home and healthcare settings. Data is transmitted wirelessly from LifeSignals Biosensor Patch to Remote Secure for storage and analysis. The LifeSignals ECG Remote Monitoring Patch Platform is intended for non-critical, adult population, who are 18 years of age or older. The LifeSignals ECG Remote Monitoring Patch Platform includes an ability to notify healthcare professionals when Heart Rate falls outside the set limits.
Device Story
System collects ECG signals via wearable Biosensor Patch; transmits data wirelessly (WLAN 802.11b) to Relay device (mobile/tablet) or directly to Remote Secure Server. Biosensor buffers data locally if connection is lost. Relay device manages communication, encryption, and alert notifications. Remote Secure Server processes/filters ECG signals, derives Heart Rate, and stores data. Healthcare professionals access data via Web UI; system provides alerts when Heart Rate exceeds configured limits. Device does not perform arrhythmia analysis; intended for use with third-party analysis software. Benefits include continuous remote monitoring for non-critical patients, facilitating clinical workflows like Holter or cardiac telemetry.
Clinical Evidence
Bench testing only. Includes biocompatibility (ISO 10993-1), electrical safety/EMC (IEC 60601-1, -1-2, -1-11), performance (IEC 60601-2-47, -2-27), usability (IEC 60601-1-6), and wireless coexistence (ANSI/IEEE C63.27). Ambulatory performance of HR algorithm and ECG waveform quality verified via nonrandomized, self-control comparative on-body study. Adhesion verified per AAMI ANSI EC12.
Technological Characteristics
Biosensor Patch: 4 electrodes, hydrocolloid adhesive, Ag/AgCl eyelet, hydrogel electrolyte. Wireless: WLAN 802.11b, WPA2-PSK (AES 128). Energy: 2 Zinc-Air batteries. Applied part: Type CF. Connectivity: Wireless to Relay (mobile/tablet) or Secure Server. Software: Class B, moderate level of concern per IEC 62304.
Indications for Use
Indicated for continuous ECG and Heart Rate monitoring in non-critical adult patients (18+ years) in home and healthcare settings. Contraindicated for use with active implantable medical devices including pacemakers.
Regulatory Classification
Identification
A radiofrequency physiological signal transmitter and receiver is a device used to condition a physiological signal so that it can be transmitted via radiofrequency from one location to another, e.g., a central monitoring station. The received signal is reconditioned by the device into its original format so that it can be displayed.
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July 15, 2020
LifeSignals, Inc. Saravanan Balasubramanian Vice President - Medical Systems & Regulatory Affairs 39355 California Street, Suite 305 Fremont, California 94538
Re: K200690
Trade/Device Name: Life Signal ECG Remote Monitoring Patch Platform Regulation Number: 21 CFR 870.2910 Regulation Name: Radiofrequency Physiological Signal Transmitter And Receiver Regulatory Class: Class II Product Code: DRG, MWJ Dated: June 11, 2020 Received: June 17, 2020
Dear Saravanan Balasubramanian:
We have reviewed your Section 510(k) premarket notification of intent to market the device referenced above and have determined the device is substantially equivalent (for the indications for use stated in the enclosure) to legally marketed predicate devices marketed in interstate commerce prior to May 28, 1976, the enactment date of the Medical Device Amendments, or to devices that have been reclassified in accordance with the provisions of the Federal Food, Drug, and Cosmetic Act (Act) that do not require approval of a premarket approval application (PMA). You may, therefore, market the device, subject to the general controls provisions of the Act. Although this letter refers to your product as a device, please be aware that some cleared products may instead be combination products. The 510(k) Premarket Notification Database located at https://www.accessdata.fda.gov/scripts/cdrh/cfdocs/cfpmn/pmn.cfm identifies combination product submissions. The general controls provisions of the Act include requirements for annual registration, listing of devices, good manufacturing practice, labeling, and prohibitions against misbranding and adulteration. Please note: CDRH does not evaluate information related to contract liability warranties. We remind you, however, that device labeling must be truthful and not misleading.
If your device is classified (see above) into either class II (Special Controls) or class III (PMA), it may be subject to additional controls. Existing major regulations affecting your device can be found in the Code of Federal Regulations, Title 21, Parts 800 to 898. In addition, FDA may publish further announcements concerning your device in the Federal Register.
Please be advised that FDA's issuance of a substantial equivalence determination does not mean that FDA has made a determination that your device complies with other requirements of the Act or any Federal statutes and regulations administered by other Federal agencies. You must comply with all the Act's
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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 (OS) regulation (21 CFR Part 820) for devices or current good manufacturing practices (21 CFR 4, Subpart A) for combination products; and, if applicable, the electronic product radiation control provisions (Sections 531-542 of the Act); 21 CFR 1000-1050.
Also, please note the regulation entitled, "Misbranding by reference to premarket notification" (21 CFR Part 807.97). For questions regarding the reporting of adverse events under the MDR regulation (21 CFR Part 803), please go to 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,
Jennifer Shih Assistant Director (Acting) Division of Cardiac Electrophysiology, Diagnostics and Monitoring Devices Office of Cardiovascular Devices Office of Product Evaluation and Quality Center for Devices and Radiological Health
Enclosure
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# Indications for Use
510(k) Number (if known) K200690
Device Name
LifeSignals ECG Remote Monitoring Patch Platform
Indications for Use (Describe)
The LifeSignals ECG Remote Monitoring Patch Platform is a wireless remote monitoring system intended for use by healthcare professionals for continuous collection of Electrocardiography (ECG) and Heart Rate monitoring in home and healthcare settings. Data is transmitted wirelessly from LifeSignals Biosensor Patch to Remote Secure for storage and analysis.
The LifeSignals ECG Remote Monitoring Patch Platform is intended for non-critical, adult population, who are 18 years of age or older.
The LifeSignals ECG Remote Monitoring Patch Platform includes an ability to notify healthcare professionals when Heart Rate falls outside the set limits.
X Prescription Use (Part 21 CFR 801 Subpart D)
Over-The-Counter Use (21 CFR 801 Subpart C)
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Image /page/3/Picture/1 description: The image shows the logo for LifeSignals. The logo consists of a blue square with white wave-like lines inside, followed by the word "LifeSignals" in blue. The word "LifeSignals" is written in a modern, sans-serif font.
## 510(k) Summary for LifeSignals ECG Remote Monitoring Patch Platform
| 5.1 Company name | :LifeSignals, Inc. |
|------------------|-----------------------------------------------------------------------------------------------------------------------------------------------------|
| Address | :39355 California Street, Suite 305<br>Fremont, CA 94538.<br>USA |
| Contact | :Saravanan Balasubramanian<br>Vice President – Medical Systems & Regulatory Affairs<br>Email: saravanan@lifesignals.com<br>Tel: 510.770.6412 Ext. 4 |
- 5.2 Date prepared: July 15, 2020
## 5.3 Device
| Trade Name | : | LifeSignals ECG Remote Monitoring Patch Platform |
|-------------|---|--------------------------------------------------|
| Model Name | : | ECG Remote Monitoring Patch Platform |
| Common Name | : | Wireless ECG Remote Monitoring System |
# 5.4 Classification Product code
| | Regulation<br>Classification | Product<br>Code | Description |
|----------------|------------------------------|-----------------|-------------------------------------------------------------------------|
| Cardiovascular | 21 CFR 870.2910<br>Class II | DRG | Transmitters and Receivers,<br>Physiological Signal, Radio<br>frequency |
## 5.5 Subsequent Product codes
| Device Panel | Regulation<br>Classification | Product<br>Code | Description |
|----------------|------------------------------|-----------------|-----------------------------------|
| Cardiovascular | 21 CFR 870.200<br>Class II | MWJ | Medical Magnetic Tape<br>Recorder |
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Image /page/4/Picture/1 description: The image shows the logo for LifeSignals. The logo consists of a blue square with a waveform inside, followed by the word "LifeSignals" in blue, sans-serif font. The waveform graphic is on the left side of the logo, and the text is on the right.
### 5.6 Predicate & Reference Devices
Predicate Device :
| 510(k) Number | : K152139 |
|---------------|----------------------------|
| Model | : Vital Connect Platform |
| Manufacturer | : Vital Connect, Inc., USA |
Reference Device - I (for technology comparison of Biosensor Patch) :
| 510(k) Number | : K172011 |
|---------------|----------------------------------------------------------|
| Model | : LifeSignals' WiPoint Biosensor iOS Receiver App System |
| Manufacturer | : LifeSignals, Inc., USA |
Reference Device - II (for ECG data acquisition - Secondary product code MWJ:
| 510(k) Number | : K152626 |
|---------------|----------------------------|
| Model | : H3+ Holter Recorder |
| Manufacturer | : Mortara Instrument, Inc. |
### 5.7 Device description
LifeSignals ECG Remote Monitoring Patch Platform consists of three main components: (1) LifeSignals Biosensor Patch. (2) LifeSignals Relay device. (3) LifeSignals Remote Secure Server.
- LifeSignals Biosensor Patch acquires ECG signals from the body, pre-processes as two . channels of ECG data and are wirelessly transmitted to the Relay device. Under normal operation, when the Relay Device is available within the wireless range, the acquired data is continuously transmitted to the Relay device immediately. If the Relay device is not available or if there is any interruption in the communication between the Relay device and the Biosensor Patch, data shall be buffered (stored) locally in the Biosensor Patch until the wireless connection is re-established.
Biosensor Patch uses standard WLAN (802.11b) secured (AES) communication protocol for wireless data transmission to the Relay Device.
- Relay Device manages wireless communication between LifeSignals Biosensor and ● LifeSignals Remote Secure Server. Relay device is a LifeSignals Relay Application Software-installed compatible commercial hardware platform, like a mobile phone or a tablet.
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Image /page/5/Picture/1 description: The image shows the logo for LifeSignals. The logo consists of a blue square with white sound wave-like lines inside, followed by the word "LifeSignals" in a stylized blue font. The font is modern and slightly rounded, giving the logo a clean and professional look.
- LifeSignals Relay Application's functions: .
- Manage secured wireless communication (WLAN 802.11b) between Relay device and Biosensor Patch and encrypts communication between the Relay device and the LifeSignals Remote Secure Server.
- . Receive ECG signals from the Biosensor Patch and transmit them after encryption to Secure Server as quickly as possible. They manage the database in Relay device, for buffering/storing the data securely if there is any disruption in communication with the Secure Server.
- Provide user interface for selecting, pairing and establishing connection with Biosensor Patch.
- . Display alert notifications received from the Secure Server when the Heart Rate of its associated Biosensor or of some other Biosensor in its network falls outside the configured range, when it is configured by the Secure Server to receive such notification.
- LifeSignals Secure Server consists of a hardware platform that is a Linux-compatible . Secure server, LifeSignals Secure Server Application software that is installed in the hardware platform along with a Web UI, a browser-based application that interfaces with LifeSignals Secure Server Application.
LifeSignals Secure Server Application manages the decryption, uploading and storage of Biosensor data received from multiple authenticated Relay devices. The Signal Processing and Heart Rate Library in the LifeSignals Secure Server Application processes and filters the received ECG signals before storing them in a secured location. It also derives the Heart Rate from the ECG data and the Heart Rate value is appended to the filtered ECG Signals.
LifeSignals Secure Server Application can include the ability to send alert notifications to any configured Relay Device connected in its network, when Heart Rate value of any Biosensor falls outside the set range of values.
Web UI provides user interface for user (login) management, Relay management & Heart Rate Alert setting. It interfaces with Secure Server Application.
- The Secure Sever Application does not carry out any arrhythmia analysis of ECG data by . itself. However, the ECG data received and stored by the LifeSignals Secure server is intended to be used with an approved third-party ECG analysis software. Based on the type of ECG analysis software, the LifeSignals ECG Remote Monitoring Platform can be used for a suitable clinical workflow such as a Remote Patient Monitoring, Mobile Cardiac Telemetry, Cardiac Event Monitor or Holter Monitoring system.
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- The ECG data may be accessible by a Third-Party Application installed in the Relay device ● using the Application Programming Interface (API) layer of the Relay Application Software, after suitable configuration and verification. In this configuration, LifeSignals Secure Server is optional and the data from Relay device shall be transmitted to a server location configured by the third-party application. Also, in this configuration, Signal processing and Heart Rate processing Library shall be integrated in third-party secure server application or in third-party relay application.
#### 5.8 Indications for Use
The LifeSignals ECG Remote Monitoring Patch Platform is a wireless remote monitoring system intended for use by healthcare professionals for continuous collection of Electrocardiography (ECG) and Heart Rate monitoring in home and healthcare settings. Data is transmitted wirelessly from LifeSignals Biosensor Patch to Remote secure server for storage and analysis.
The LifeSignals ECG Remote Monitoring Patch Platform is intended for non-critical, adult population, who are 18 years of age or older.
The LifeSignals ECG Remote Monitoring Patch Platform includes an ability to notify healthcare professionals when Heart Rate falls outside the set limits.
| Comparison | Predicate (K152139) | Subject Device (K200690) |
|--------------------------------------------------------------------------|---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
| Manufacturer | Vital Connect, Inc. USA | LifeSignals, Inc., USA |
| Product Codes | DRG (Primary) , DSI , MHX | DRG (Primary), MWJ |
| Regulation Classification | 21 CFR 870.1025 | 21 CFR 870.1025 |
| (Primary) | Class II | Class II |
| Intended use /<br>Indications for use | The Vital Connect Platform is a wireless<br>remote monitoring system intended for use<br>by healthcare professionals for continuous<br>collection of physiological data in home and<br>healthcare settings. This can include heart<br>rate, electrocardiography (ECG), heart rate<br>variability, R-R interval, respiratory rate,<br>skin temperature, activity (including step<br>count), and posture (body position relative to<br>gravity including fall). Data are transmitted<br>wirelessly from the Vital Connect Sensor for<br>storage and analysis. The Vital Connect<br>Platform can include the ability to notify<br>healthcare professionals when physiological<br>data fall outside selected parameters. The<br>data from the Vital Connect Platform are<br>intended for use by healthcare professionals<br>as an aid to diagnosis and treatment. | The LifeSignals ECG Remote<br>Monitoring Patch Platform is a<br>wireless remote monitoring system<br>intended for use by healthcare<br>professionals for continuous<br>collection of Electrocardiography<br>(ECG) & Heart Rate monitoring in<br>home and healthcare settings. Data is<br>transmitted wirelessly from<br>LifeSignals Biosensor to Remote<br>secure server for storage and<br>analysis. The LifeSignals ECG<br>Remote Monitoring Patch Platform<br>includes an ability to notify<br>healthcare professionals when Heart<br>Rate falls outside the set limits. |
| Comparison | Predicate (K152139) | Subject Device (K200690) |
| Intended Population | General care patients who are 18 years or older | Non-critical, adult population, 18 years or older |
| Intended Use Environment | Home & Healthcare settings | Home & Healthcare settings |
| Monitored Parameters | | |
| ECG | ✓ (Single channel) | ✓ (Two channels) |
| Heart Rate | ✓ | ✓ |
| Heart Rate Variability | ✓ | x |
| Respiration | ✓ | x |
| Skin Temperature | ✓ | x |
| Activity & posture | ✓ | x |
| Continuous Physiological<br>data monitoring | ✓ | ✓ |
| Heart Rate Range &<br>accuracy (Stationary and<br>Ambulatory) | 30 – 200 BPM (Range)<br>± 5 or 10% whichever is greater | 30 – 250 BPM (Range)<br>± 3 or 10% whichever is<br>greater |
| Programmable Alert<br>Notification & Setting | ✓ | ✓ |
| "Alarm" Function<br>(to assist clinician for<br>immediate intervention ) | x | x |
| Sensor | | |
| Single Use | ✓ | ✓ |
| Wear Life | 72 hours | 72 hours |
| Data can be transferred &<br>Stored | ✓ | ✓ |
| Battery | Coin cell – Zinc Air (1 no) | Coin cell – Zinc Air ( 2 no) |
| Applied part category | Type BF | Type CF |
| Communication protocol | Bluetooth (BT4.1) | WLAN (802.11b) |
| Wireless Radio Frequency | 2.4 – 2.5 GHz | 2.4 – 2.4835 GHz |
| Communication Security | AES-CCM 128 | WPA2-PSK (AES 128) |
| Relay Device | | |
| Authentication from Server | ✓ | ✓ |
| Data transferred to Server | ✓ | ✓ |
| Data buffered if there is no<br>connection with Server | ✓ | ✓ |
| Data accessible from Relay<br>device by 3rd party via API | ✓ | ✓ |
| Secure Server | Data is stored for access by any<br>3rd party software | Data is stored for access by<br>any 3rd party software |
| <b>Comparison</b> | <b>Predicate (K152139)</b> | <b>Subject Device (K200690)</b> |
| ECG analysis | No in-built arrhythmia analysis function and is intended to be used by any 3rd party arrhythmia analysis software | No in-built arrhythmia analysis function and is intended to be used by any 3rd party arrhythmia analysis software |
### 5.9 Substantial Equivalence comparison (Subject device & Predicate Device)
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Differences and Risks associated with that :
- Predicate device has only one channel of ECG, whereas the proposed device has two channels of ECG. Additional ECG channel does not add any risk to the device.
- The Predicate device has additional monitoring parameters (Respiration rate, temperature, HR variability) compared to the proposed device. However, these parameters are not required for the claimed intended use of the proposed device.
- The Predicate device has single Zinc-Air battery, whereas the Proposed device has two Zin-● Air battery. Additional Battery does not add any risk to the device.
- . The Predicate device uses BLE for wireless communication, whereas the Proposed device uses WLAN for wireless communication. The use of WLAN for wireless communication does not add any risk to the device.
- The Applied Part classification of the Predicate device is "BF", whereas the Proposed device ● Applied Part classification is "CF". Devices with CF classified Applied Part has a lower risk with lower leakage current as it is intended for direct Cardiac Application.
#### 5.10 Technological Characteristics of Biosensor Patch (Subject Device & Reference Device - I )
The LifeSignals Biosensor Patch used in LifeSignals ECG Remote Monitoring Patch Platform is identical to the Biosensor Patch that is used in LifeSignals WiPoint Biosensor iOS Receiver App System, which is 510(k) cleared under K172011, except for firmware change to support different intended use and for additional memory to buffer the data in the Biosensor Patch, as explained in the following table :
| Comparison | Reference Device - I (K172011) | Subject Device (K200690) |
|--------------------------|--------------------------------|--------------------------|
| Manufacturer | LifeSignals, Inc. | LifeSignals, Inc. |
| Product Code | DRG (Primary), DRT, DRX | DRG (Primary), MWJ |
| General | | |
| Number of ECG Electrodes | Four Electrodes | Identical |
| Dimension (L x W x T) | 112 x 79 x 6 mm | Identical |
| Weight | 18 grams | Identical |
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| Comparison | Reference Device – I (K172011) | Subject Device (K200690) |
|-------------------------------|----------------------------------|--------------------------|
| Sensor & wireless Chip | Life Signal LC1110 (custom chip) | Identical |
| Battery | Zinc Air – 2 no – DC 2.8V | Identical |
| PCBA | Rigid - Flex | Minor changeNote1 |
| Top cover | Thermoformed Foam | Identical |
| User inputs | Switch & LED | Identical |
| <b>Body Contact Material</b> | | |
| Adhesive | Hydrocolloid | Identical |
| Electrode design | Ag/AgCl Eyelet | Identical |
| Electrolyte | Hydrogel | IdenticalNote2 |
| Wear Life | 72 hours | Identical |
| Electrical (Applied Part) | Type CF – Defibrillation proof | Identical |
| <b>Wireless Communication</b> | | |
| Protocol | WLAN-802.11b | Identical |
| Security | WPA2-PSK (AES 128) | Identical |
Note 1 : The Firmware & Memory chip are different from the Reference device-I to support the new intended use. Note 2 : Hydrogel part number is different. It is of same family & manufacturer. (Biocompatibility test is repeated)
| 5.11 Substantial Equivalence comparison ECG data acquisition performance – Secondary |
|--------------------------------------------------------------------------------------|
| product code (Subject device & Reference Device – II ) |
| Comparison | Reference Device - II<br>(K152626) | Subject Device<br>(K200690) |
|--------------------------------------------------|---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
| Manufacturer | Mortara Instrument, Inc., USA | LifeSignals, Inc., USA |
| Product Codes | MWJ…
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.