The Willow Wearable Breast Pump 2.0 is intended to express milk from lactating women in order to collect milk from their breasts. The device is intended for a single user.
Device Story
Battery-powered, wearable, electro-mechanical breast pump; single or double pumping system. Inputs: user-controlled vacuum settings. Operation: microcontroller-driven suction cycles (stimulation/expression phases) applied to breast via flange/insert. Output: expressed breast milk collected into integrated milk bag or container. Used by lactating women in home or personal settings. Optional mobile app connectivity via Bluetooth (BLE) for monitoring. Healthcare provider role: none; patient self-operates. Benefits: portable, hands-free milk expression. Modifications from predicate include addition of milk container, firmware updates (volume calculation, latching, vacuum range), magnetic flange attachment, and BLE mobile app integration.
Clinical Evidence
Bench testing only. Performance data included vacuum profile testing, leakage assessment, flow rate compatibility, and mechanical stress testing for the milk container. Biocompatibility testing (cytotoxicity, sensitization, irritation) per ISO 10993 and electrical/EMC safety per IEC 60601 standards were performed. No clinical data.
Technological Characteristics
Battery-powered (Li-ion) electro-mechanical pump. Materials: Co-polymer polypropylene, silicone, polycarbonate, thermoplastic polyurethane (all milk-contacting parts compliant with 21 CFR 174-179). Suction: 60-245 mmHg (expression), 60-105 mmHg (stimulation). Connectivity: BLE for mobile app. Software: Microcontroller-based firmware. Standards: IEC 60601-1, IEC 60601-1-11, IEC 60601-1-6, IEC 60601-1-2.
Indications for Use
Indicated for lactating women requiring breast milk expression and collection. Single-user device.
Regulatory Classification
Identification
A powered breast pump in an electrically powered suction device used to express milk from the breast.
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September 6, 2019
Exploramed NC7, Inc. Steve Holmes Chief Product Officer 1975 W. El Camino Real, Suite 306 Mountain View, CA 94040
Re: K191577
Trade/Device Name: Willow Wearable Breast Pump 2.0 Regulation Number: 21 CFR 884.5160 Regulation Name: Powered Breast Pump Regulatory Class: II Product Code: HGX Dated: August 7, 2019 Received: August 8, 2019
Dear Steve Holmes:
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 medical devices and radiation-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 Sharon M. Andrews Acting Director DHT3B: Division of Reproductive. Gynecology and Urology Devices OHT3: Office of GastroRenal, ObGyn, General Hospital and Urology 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) K191577
Device Name Willow Wearable Breast Pump 2.0
Indications for Use (Describe)
The Willow Wearable Breast Pump 2.0 is intended to express milk from lactating women in order to collect milk from their breasts. The device is intended for a single user.
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)
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## 510(k) Summary – K191577
| Sponsor/Submitter: | Exploramed NC7, Inc<br>1975 W. El Camino Real, Suite 306<br>Mountain View, CA 94040 |
|------------------------|-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
| Contact Person: | Steve Holmes<br>Chief Product Officer<br>Phone: 650 559 5805<br>Email: sholmes@willowpump.com |
| Date Prepared: | September 5, 2019 |
| Device Trade Name: | Willow® Wearable Breast Pump 2.0 |
| Common Name: | Breast Pump |
| Device Classification: | Class II |
| Regulation Number: | 21 CFR 884.5160 |
| Regulation Name: | Powered Breast Pump |
| Product Code: | HGX (Pump, Breast, Powered) |
| Predicate Device: | Athena Breast Pump (K161266)<br>The predicate device has not been subject to a design-related recall. |
| Device Description: | The Willow Wearable Breast Pump 2.0 (Willow) is a small electric breast<br>pump that is intended for lactating women to express and collect breast<br>milk. Willow may be operated as a single or double pumping system. For a<br>user to pump both breasts simultaneously, she would need to use two<br>Willow devices at the same time, one on each breast. Willow is for use by a<br>single user only.<br><br>Willow is a battery-powered electro-mechanical device that contains<br>software. The device includes the following main components: Pump, milk<br>collection component (milk bag or container), and a charger.<br><br>All milk contacting components of the device are compliant with 21 CFR<br>174-179.<br><br>This submission was for clearance of modifications made to the predicate<br>device, including addition of a milk container for milk collection, updates to<br>device firmware, inclusion of Bluetooth for connection to an optional<br>mobile app, and a change in the flange attachment method. |
| Indications for Use: | The Willow Wearable Breast Pump 2.0 is intended to express milk from<br>lactating women in order to collect milk from their breasts. The device is<br>intended for a single user.<br><br>The indications for use for the subject device is identical to the predicate<br>device. Therefore, the intended use of the subject and predicate devices is<br>the same (express and collect milk from breasts of lactating women). |
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### Predicate Device Comparison
| Attribute | Subject Device<br>Willow Wearable Breast Pump | Predicate Device<br>Exploramed NC7 Athena Breast<br>Pump |
|-------------------------------------------|--------------------------------------------------|----------------------------------------------------------|
| 510(k) number | K191577 | K161266 |
| Single User | Yes | Yes |
| Single/double pump | Single or double | Single or double |
| Media separation<br>(backflow protection) | Yes | Yes |
| Cycling control<br>mechanism | Microcontroller | Microcontroller |
| Specifications | | |
| Power supply | Li Ion battery | Li Ion battery |
| Suction levels<br>(stimulation) | 60 – 105 mmHg | 60 -125 mm Hg |
| Suction levels<br>(expression) | 60 - 245 mm Hg | 60 - 245 mm Hg |
| Cycles per second<br>(stimulation) | 1.5 | 1.5 |
| Cycles per second<br>(expression) | 1 | 1 |
| Maximum vacuum | 270 mmHg | 270 mmHg |
| Suction levels | 7 | 7 |
| User Interface | | |
| User Control | On-off Switch<br>Vacuum adjustment | On-off Switch<br>Vacuum adjustment |
| Adjustable Suction<br>Levels | Yes | Yes |
| Mobile Application | BLE connectivity with an optional<br>Mobile App | No |
| Design | Milk container and insert<br>Milk bag and flange | Milk bag and flange |
| Flange/Insert size | Insert: 21 mm, 24 mm, and 27 mm | Flange: 21 mm, 24 mm, and 27 mm |
| Material | | |
| Milk Container | Co-polymer polypropylene and<br>silicone | - |
| Flange/Insert | Polypropylene (grade changed) and<br>silicone | Polypropylene |
| Pump Outer Housing | Polycarbonate and Thermoplastic<br>polyurethane | Polycarbonate |
The subject device and predicate devices are similar in most of the technological features. However, there are a number of differences between the subject and predicate device that are described below:
- The subject device collects milk into a milk container or milk bag. The predicate device only collects milk into a milk bag.
- . The pump firmware was updated. The changes in firmware include the following:
- Improvement in volume calculation and bag full notification O
- Enhancing initial latch/early pumping experience o
- Stimulation Phase Vacuum level changed from 60-125 mmHg to 60-105 mmHg o
- The subject device includes BLE connectivity to connect the pump to an optional Mobile App.
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- . The features for Flange attachment to pump was changed from mechanical buttons to magnetic closure.
- . Material differences.
These differences in technological characteristics do not raise different questions of safety and effectiveness.
The following performance data were provided to assess the device modifications Performance Data: and to support substantial equivalence to the predicate device:
- Bench Testing
- Vacuum profile testing. o
- Maintenance of device operation and leakage assessment. O
- Pump and milk container flow rate compatibility. O
- Milk container ability to withstand mechanical stresses over o anticipated use-life.
- Electrical Safety ●
- IEC 60601-1+A1: 2012 O
- IEC 60601-1-11:2015 O
- o IEC 60601-1-6: 2010 + A1:2013
- Electromagnetic Compatibility
- IEC 60601-1-2:2014 (4th Edition) O
- . Biocompatibility
- Sensitization (ISO 10993-10: 2010) o
- Irritation (ISO 10993-10: 2010) O
- Cytotoxicity (ISO 10993-5:2009) O
- Software and Cybersecurity ●
- Software evaluated as a minor level of concern per FDA o guidance "Guidance for the Content of Premarket Submissions for Software Contained in Medical Devices."
- O Cybersecurity evaluated per FDA guidance "Guidance for Content of Premarket Submissions for Management of Cybersecurity in Medical Devices."
#### Conclusion
The subject and predicate devices have the same intended use and comparable technological characteristics. The differences in technological characteristics between the subject and predicate devices do not raise different questions of safety and effectiveness. The performance data demonstrate that the subject device is substantially equivalent to the predicate device.
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.