K161704 · Biotex, Inc. · HBE · Dec 1, 2016 · Neurology
Device Facts
Record ID
K161704
Device Name
Phasor Drill
Applicant
Biotex, Inc.
Product Code
HBE · Neurology
Decision Date
Dec 1, 2016
Decision
SESE
Submission Type
Traditional
Regulation
21 CFR 882.4310
Device Class
Class 2
Attributes
Therapeutic
Indications for Use
The Phasor Drill is a sterile, single-use, disposable device intended for use on adult patients during neurosurgical procedures for drilling of cranial bone.
Device Story
Handheld, sterile, single-use, battery-powered cranial drill; used by clinicians in neurosurgical procedures. Input: manual activation via push-button switch. Operation: 18V power from six series-connected lithium CR2 cells drives a brushed DC motor with integrated gearbox; drill bit serves as motor shaft, eliminating need for chuck or coupling. Output: mechanical rotation of drill bit to bore holes in cranial bone. Features: adjustable thumbscrew drill stop for depth control; blue slider switch for motor rotation reversal. Benefits: provides clinicians with greater mobility and control compared to tethered electrical drills; disposable nature eliminates sterilization requirements.
Clinical Evidence
Bench testing only. No clinical or animal data provided. Bench testing included compression, torque, and drill stop (pull) tests. Packaging integrity verified via accelerated aging (ASTM F1980-07) and distribution challenge testing (ASTM D4169-14). Biocompatibility testing performed per ISO 10993-17:2002 and ISO 10993-18:2005.
Technological Characteristics
Handheld, battery-powered (18V, 6x CR2 lithium cells). Brushed DC motor with integrated gearbox. Drill bits (440A stainless steel, ASTM F899) fixed to motor shaft. Dimensions: 0.75-3.2 mm bit diameter, 75-210 mm length. Sterilization: Gamma. No software or connectivity.
Indications for Use
Indicated for adult patients undergoing neurosurgical procedures requiring drilling of cranial bone.
Regulatory Classification
Identification
Powered simple cranial drills, burrs, trephines, and their accessories are bone cutting and drilling instruments used on a patient's skull. The instruments are used with a power source but do not have a clutch mechanism to disengage the tip after penetrating the skull.
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Image /page/0/Picture/1 description: The image shows the logo for the U.S. Department of Health & Human Services. The logo consists of a stylized caduceus, which is a symbol often associated with medicine and healthcare. The words "DEPARTMENT OF HEALTH & HUMAN SERVICES - USA" are arranged in a circular pattern around the caduceus.
Food and Drug Administration 10903 New Hampshire Avenue Document Control Center - WO66-G609 Silver Spring, MD 20993-0002
December 1, 2016
Biotex, Inc. Manish Ahuja Director Of Engineering and Product Development 114 Holmes Rd Houston, Texas 77045
Re: K161704
Trade/Device Name: Phasor Drill Regulation Number: 21 CFR 882.4310 Regulation Name: Powered Simple Cranial Drills, Burrs, Trephines, and Their Accessories Regulatory Class: Class II Product Code: HBE Dated: June 20, 2016 Received: June 20, 2016
Dear Mr. Ahuja:
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. 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 requirements, including, but not limited to: registration and listing (21 CFR Part 807); labeling (21 CFR Part 801); medical device reporting (reporting of medical devicerelated adverse events) (21 CFR 803); good manufacturing practice requirements as set forth in the quality systems (QS) regulation (21 CFR Part 820); and if applicable, the electronic product radiation control provisions (Sections 531-542 of the Act); 21 CFR 1000-1050.
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If you desire specific advice for your device on our labeling regulation (21 CFR Part 801), please contact the Division of Industry and Consumer Education at its toll-free number (800) 638-2041 or (301) 796-7100 or at its Internet address
http://www.fda.gov/MedicalDevices/ResourcesforYou/Industry/default.htm. 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
http://www.fda.gov/MedicalDevices/Safety/ReportaProblem/default.htm for the CDRH's Office of Surveillance and Biometrics/Division of Postmarket Surveillance.
You may obtain other general information on your responsibilities under the Act from the Division of Industry and Consumer Education at its toll-free number (800) 638-2041 or (301) 796-7100 or at its Internet address
http://www.fda.gov/MedicalDevices/ResourcesforYou/Industry/default.htm.
Sincerely yours,
# Michael J. Hoffmann -A
Carlos L. Peña. PhD, MS for Director Division of Neurological and Physical Medicine Devices Office of Device Evaluation Center for Devices and Radiological Health
Enclosure
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## Indications for Use
510(k) Number (if known) K161704
Device Name Phasor Drill
Indications for Use (Describe)
The Phasor Drill is a sterile, single-use, disposable device intended for use on adult patients during neurosurgical procedures for drilling of cranial bone.
| Type of Use (Select one or both, as applicable) |
|-------------------------------------------------|
|-------------------------------------------------|
For production of an OTC drug product
For use as a component within an OTC drug product
X | Prescription Use (Part 21 CFR 801 Subpart D)
| | Over-The-Counter Use (21 CFR 801 Subpart C)
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## 510(k) Summary
In accordance with 21 CFR 807.87(h) and (21 CFR 807.92) the 510(k) Summary for the Phasor™ Drill device is provided below.
| Device Common Name: | Bone Drill |
|-------------------------------|---------------------------------------------------------------------------------------------------------------------------------------------------------------------|
| Device Proprietary Name: | Phasor™ Drill |
| Submitter: | Biotex, Inc.<br>114 Holmes Rd.<br>Houston, Texas 77045 |
| Contact: | Manish Ahuja<br>Director of Engineering and Product Development<br>114 Holmes Rd.<br>Houston, Texas 77045<br>manish@biotexmedical.com |
| Date Prepared: | November 1, 2016 |
| Classification<br>Regulation: | 21 CFR 882.4310 |
| Panel: | Neurological |
| Product Code: | HBE |
| Predicate Device | K014060- MicroAire®1000E System<br>MicroAire® Surgical Instruments |
| | K962913- Sterile Drill Bits<br>Synthes, Inc. |
| Indication for Use | The Phasor Drill is a sterile, single-use, disposable device intended for<br>use on adult patients during neurosurgical procedures for drilling of<br>cranial bone. |
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## Device Description
The Phasor™ Drill is a handheld single unit drill that is a sterile, single use device. The drill includes an ergonomically designed outer shell for ease and maneuverability, a thumbscrew drill stop to ensure the product drills to the preset required depth, and a fixed drill bit made from 440A stainless steel. The Phasor™ Drill is powered by six primary lithium CR2 cells electrically connected in series to provide 18 V. The motor used in the Phasor™ Drill is a brushed DC motor which is designed to be run from a direct current power source, via batteries. The gearbox is integrated into the motor to reduce the rotational speed. The drill bit forms the shaft of the motor eliminating the need for a coupling, chuck or other clutching mechanism. The Phasor™ Drill product family includes various drill sizes depending on the drill bit diameter (0.75-3.2 mm), number of flutes (2 or 3), drill bit length (75-210 mm), and Thumb Screw Drill stop diameters (1.5-3.2 mm). As seen in Figure 1, the Phasor™ Drill has two switches. The ON/OFF button in the front is a momentary push button switch which activates the drill when pressed. The blue slider switch on the top is used for reversing the direction of rotation. The slider switch is a DPDT (double pole; double throw) which reverses the polarity of the drill motor when moved in forward or rearward direction. (See figure 1)
| Listing of Phasor™ Drill having Pre-Attached Drill Bits (2 Flute, 15 mm Flute Length) | Final SKU |
|---------------------------------------------------------------------------------------|-----------|
| 2 Flute Drill Bit (1.5mm Diameter, 35mm Usable, 75mm Total) | 008-1000 |
| 2 Flute Drill Bit (2mm Diameter, 35mm Usable, 75mm Total) | 008-1001 |
| 2 Flute Drill Bit (2.5mm Diameter, 35mm Usable, 75mm Total) | 008-1002 |
| 2 Flute Drill Bit (2.7mm Diameter, 35mm Usable, 75mm Total) | 008-1003 |
| 2 Flute Drill Bit (3.2mm Diameter, 35mm Usable, 75mm Total) | 008-1004 |
| 2 Flute Drill Bit (2mm Diameter, 85mm Usable, 140mm Total) | 008-1005 |
| 2 Flute Drill Bit (2.5mm Diameter, 85mm Usable, 140mm Total) | 008-1006 |
| 2 Flute Drill Bit (2.7mm Diameter, 85mm Usable, 140mm Total) | 008-1007 |
| 2 Flute Drill Bit (3.2mm Diameter, 85mm Usable, 140mm Total) | 008-1008 |
| 2 Flute Drill Bit (2.5mm Diameter, 140mm Usable, 210mm Total) | 008-1009 |
| 2 Flute Drill Bit (2.7mm Diameter, 160mm Usable, 210mm Total) | 008-1010 |
| 2 Flute Drill Bit (3.2mm Diameter, 160mm Usable, 210mm Total) | 008-1011 |
| 2 Flute Drill Bit (3.2mm Diameter, 85mm Usable, 117mm Total) | 008-1028 |
| Listing of Phasor™ Drill having Pre-Attached Drill Bits (2 Flute, Permanent Stop) | Final SKU |
|-----------------------------------------------------------------------------------|-----------|
| 2 Flute Drill Bit (1mm Diameter, 6mm Usable, 35mm Total) | 008-1020 |
| 2 Flute Drill Bit (1mm Diameter, 8mm Usable, 35mm Total) | 008-1021 |
| 2 Flute Drill Bit (1mm Diameter, 10mm Usable, 35mm Total) | 008-1022 |
| 2 Flute Drill Bit (1mm Diameter, 12mm Usable, 35mm Total) | 008-1023 |
| 2 Flute Drill Bit (1mm Diameter, 6mm Usable, 75mm Total) | 008-1024 |
| 2 Flute Drill Bit (1mm Diameter, 8mm Usable, 75mm Total) | 008-1025 |
| 2 Flute Drill Bit (1mm Diameter, 10mm Usable, 75mm Total) | 008-1026 |
| 2 Flute Drill Bit (1mm Diameter, 12mm Usable, 75mm Total) | 008-1027 |
| Listing of Phasor™ Drill having Pre-Attached Drill Bits (3 Flute, 15 mm Flute Length) | Final SKU |
|---------------------------------------------------------------------------------------|-----------|
| 3 Flute Drill Bit (1.5mm Diameter, .35mm Usable, .75mm total) | 008-1029 |
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| 3 Flute Drill Bit(2mm Diameter,35mm Usable,75mm total) | 008-1030 |
|------------------------------------------------------------|----------|
| 3 Flute Drill Bit(2.5mm Diameter,35mm Usable,75mm total) | 008-1031 |
| 3 Flute Drill Bit(2.7mm Diameter,35mm Usable,75mm total) | 008-1032 |
| 3 Flute Drill Bit(3.2mm Diameter,35mm Usable,75mm total) | 008-1033 |
| 3 Flute Drill Bit(2mm Diameter,85mm Usable,140mm total) | 008-1034 |
| 3 Flute Drill Bit(2.5mm Diameter,85mm Usable,140mm total) | 008-1035 |
| 3 Flute Drill Bit(2.7mm Diameter,85mm Usable,140mm total) | 008-1036 |
| 3 Flute Drill Bit(3.2mm Diameter,85mm Usable,140mm total) | 008-1037 |
| 3 Flute Drill Bit(2.5mm Diameter,140mm Usable,210mm total) | 008-1038 |
| 3 Flute Drill Bit(2.7mm Diameter,160mm Usable,210mm total) | 008-1039 |
| 3 Flute Drill Bit(3.2mm Diameter,160mm Usable,210mm total) | 008-1040 |
| | |
Image /page/5/Figure/1 description: The image shows a tool with labels pointing to different parts of the tool. The tool has a drill bit, a drill stop, an on/off button, a direction button, and a flap for battery disposal. The tool is gray and has a handle.
Figure 1
### Biocompatibility Testing
Biocompatibility testing for was performed according to ISO 10993-17:2002 and ISO 10993-18:2005 on both the drill bits and the thumbscrew drill stop. In reference to 440A Stainless Steel, bone drill, manufactured under standard ASTM F899, no further biocompatibility testing is necessary due to the known biocompatibility with human tissue and fluids. Complete biocompatibility testing has also been completed by the plastics supplier of the thumbscrew drill
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stop, see Appendix F. It is the opinion of Biotex. Inc. that we have meet the necessary biocompatibility requirements for the intended use of the device.
## Performance Testing - Bench
Results from the performance testing are provided. The laboratory performance testing was conducted to verify suitability of the design characteristics of the testing consisted of the following: Compression Test, Torque, and Drill Stop (Pull). Results of the testing confirmed the PhasorTM meets design requirements, see Appendix C.
## Performance Testing - Animal
No animal testing was performed.
## Performance Testing- Distribution/Aging Packaging Integrity
Distribution Challenge Testing and Accelerated Aging Studies were completed to ensure that product integrity is maintained for the intended use. All testing performed was conformal. Product successfully passed the equivalent of one year of aging.
The following are the utilized guidance documents.
- ASTM F1980-07 (Reapproved 2011), standard guide for accelerated aging of sterile barrier ● systems for medical devices
- ASTM D4169-14, standard practice for performance testing of shipping containers and systems
- ASTM F88/F88M-09, standard test method for seal strength of flexible barrier materials ●
- ASTM F2096-11, standard test method for detecting gross leaks in packaging by internal ● pressurization.
Accelerating aging data to support a one vear shelf life is provided as Appendix D. Also provided in Appendix I is the real time aging protocol which will be used to support a one year and three year shelf life.
## Substantial Equivalence
A comparison of the Phasor™ Drill to the predicate devices is provided below. Like the predicate devices, the Phasor Drill is intended to drill through skull bone. The predicate, MicroAire® 1000E System (K014060), does not come sterile however, it is indicated to be sterilized by means of an autoclave. Like the predicated, Sterile Drill Bits (K962913) and the Phasor Drill are supplied sterile and for single use.
Differences in the intended use between the Phasor Drill and the predicate, MicroAire® 1000E System, are that the Phasor Drill does not integrate any cutting, sawing, decorticating, shaping, or manipulating of bone and/or bone related tissue. The Indication For Use of The Phasor™ Drill is a sterile, single-use, disposable device intended for use on adult patients during neurosurgical procedures for drilling of cranial bone. The Indication For Use of the proposed device differs from the predicate in no new or different type of safety- or effectiveness-related matter.
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The Phasor Drill has some differences in technology than the predicate device. The Phasor Drill is powered by 6 CR cell batteries which generate 18 volts of energy. The use of a hand-held battery-powered device provides clinicians with greater control of angle and freedom of mobility than the predicate MicroAire® 1000E System, which is a tethered, electrically-powered drill. The predicate device MicroAire® 1000E System is powered by electricity to energize the motor and spin the drill bit in order to make a hole in the skull of a patient. Although the technology of the proposed device differs from the predicate, it does not raise any new or different types of safety or effectiveness questions.
The predicate drill bits produced by Synthes, Inc. and the Biotex drill bits are made from surgical grade stainless steel and tooled with 2 and 3 channels. The only differences between the drill bits are the sizes which are offered for sale to consumers (please see table below). The Synthes, Inc. drill bits range in size larger than the drill bits produced by Biotex. There is no significant difference in the Indications For Use; due to the age of the Synthes clearance, additional regulatory language has been added to the Biotex Indication For Use statement. As mentioned previously, a difference exists only in the size of the drill bits offered but does not raise any new or different type of safety or effectiveness questions.
The available performance data demonstrates that the Phasor Drill is safe and performs effectively in achieving a drilled hole in the skull. The Phasor Drill, therefore, is substantially equivalent to the other devices regulated under 21 CFR 882.4310 and 21 CFR 878.4820.
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# Predicate Device Comparison Table
| Device Name | PhasorTM Drill | MicroAire® 1000E System<br>(Predicate Device) | Synthes Sterile Drill Bits<br>(Predicate Device) |
|----------------------------------------|--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|--------------------------------------------------------------------------------------------------------------------------------------------|
| 510k Number | | K014060 | K962913 |
| Intended Use | The PhasorTM Drill is as a<br>sterile, single-use, disposable<br>device intended for use on an<br>adult patient during surgical<br>procedures to bore a hole<br>into the skull for insertion of a<br>screw, wire, cable, plate, pin<br>bolt, etc. The applications<br>include cranial and<br>maxillofacial (including<br>neurosurgical)<br>procedures. This device is<br>MRI-Unsafe. | The MicroAire® 1000E<br>System is intended for use in<br>surgical procedures requiring<br>the need for cutting, sawing,<br>drilling, reaming, wire driving,<br>pinning, screw driving,<br>decorticating, shaping and<br>manipulation of bone and<br>related tissue. The<br>applications include ENT,<br>maxillofacial, neurological,<br>oral, orthopedic, plastic,<br>pediatric, and spinal surgery. | Synthes Sterile Drill Bits are<br>intended to bore a hole into<br>bone for insertion of a screw,<br>wire, cable, plate, pin, bolt,<br>etc. |
| Sterility | Provided sterile for single<br>use. | Provided non-sterile,<br>autoclave-sterilizable | Provided sterile for single<br>use |
| Single Use | Yes | No | Yes |
| Device<br>Classification | 21 CFR 882.4310 | 21 CFR 882.4310 | 21 CFR 878.4820 |
| Drill Bit<br>Diameter | 1-3.2mm | N/A | 0.5-2.0mm<br>(for very small bones);<br>2.1-4.5mm<br>(for small bones);<br>4.6-13.0mm<br>(for large bones) |
| Drill Bit Length | Up to 210 mm (measured<br>from drill housing to drill tip) | Not offered | Up to 233 mm |
| Number of<br>flutes | 2 or 3 | N/A | 2 or 3 |
| Drill Bit<br>Material | Stainless Steel | N/A | Stainless Steel |
| Drill Bit<br>Removable<br>from Device? | No | Yes | Not Applicable |
| Power Source | Battery powered (electrical) | Electrical | Not Applicable |
| Method of<br>Sterilization | Gamma | Autoclave (Provided Non-<br>Sterile) | Gamma |
| MR<br>Compatibility | No | No | No |
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.