BlueStar®: BlueStar® is indicated for use by healthcare providers (HCPs) and their patients – aged 18 years and older – who have type 1 or type 2 diabetes. BlueStar is intended to provide secure capture, storage, and transmission of glucose data as well as information to aid in diabetes self-management. BlueStar automatically receives insulin dose related data when connected to compatible Tempo Smart Button™ device via wireless Bluetooth® technology and has the ability to detect and mark which doses are prime and which are injected insulin. BlueStar analyzes and reports glucose test results and supports medication adherence. In addition, BlueStar provides coaching messages (motivational, behavioral, and educational) based on real-time glucose values and trends. It includes software intended for patient use on mobile phones and software intended for healthcare provider use through computer web browsers. The software also allows for entry of other diabetes-related healthcare information and provides educational information. BlueStar is not intended to replace the care provided by a licensed healthcare professional, including prescriptions, diagnosis, or treatment. BlueStar® Rx: BlueStar® Rx is indicated for use by healthcare providers (HCPs) and their patients – aged 18 years and older – who have type 1 or type 2 diabetes. BlueStar Rx is intended to provide secure capture, storage, and transmission of glucose data as well as information to aid in diabetes self-management. BlueStar Rx automatically receives insulin dose related data when connected to compatible Tempo Smart Button™ device via wireless Bluetooth® technology and has the ability to detect and mark which doses are prime and which are injected insulin. BlueStar Rx analyzes and reports glucose test results and supports medication adherence. In addition, BlueStar Rx provides coaching messages (motivational, behavioral, and educational) based on real-time glucose values and trends. It includes software intended for patient use on mobile phones and software intended for healthcare provider use through computer web browsers. The software also allows for entry of other diabetes-related healthcare information and provides educational information. For bolus insulin users with type 1 and type 2 diabetes, BlueStar Rx includes an insulin dose calculator to allow patients to use their prescribed regimen to calculate a dose of bolus insulin for a given amount of carbohydrates and/or glucose value. For basal insulin users with type 2 diabetes, BlueStar Rx includes an Insulin Adjustment Program (IAP) which calculates appropriate long-acting basal insulin doses for titrating insulin levels based on configuration by a healthcare provider. The healthcare provider must activate the IAP and configure it for patient-specific parameters. BlueStar Rx is not intended to replace the care provided by a licensed healthcare professional, including prescriptions, diagnosis, or treatment.
Device Story
BlueStar/BlueStar Rx is a Software as a Medical Device (SaMD) for diabetes management. It integrates with the Tempo Smart Button (TSB) via Bluetooth to automatically capture insulin dose data (dose, time, brand) from insulin pens, distinguishing between prime and injected doses. The system processes glucose data from BGMs and CGMs, providing real-time coaching, pattern reports, and SMART Visit Reports. Patients use mobile apps (iOS/Android) for logging and education; HCPs use a web portal to configure bolus calculators and basal insulin titration (IAP) parameters. The device supports medication adherence and provides decision support for insulin dosing. It is used in home and clinical settings. By automating data collection and providing personalized titration/dosing guidance, it assists patients in managing diabetes under HCP supervision, potentially improving glycemic control and reducing manual logging errors.
Clinical Evidence
No clinical data. Substantial equivalence supported by bench testing, including software verification and validation (Major Level of Concern), cybersecurity evaluation, and human factors validation with intended user populations.
Technological Characteristics
SaMD (mobile/web apps). Connectivity: Bluetooth Low Energy for TSB and other peripherals. Software: Major level of concern. Standards: ANSI AAMI ISO 14971 (risk), IEC 60601-1-2 (EMC), IEEE ANSI C63.27 (wireless), ANSI AAMI IEC 62366-1 (usability), ANSI AAMI IEC 62304 (software lifecycle).
Indications for Use
Indicated for patients aged 18+ with type 1 or type 2 diabetes. Used by patients and healthcare providers for glucose data management, insulin dose tracking (via Tempo Smart Button), medication adherence, and diabetes self-management coaching. Includes bolus insulin calculator and basal insulin titration (IAP) for qualified patients.
Regulatory Classification
Identification
A predictive pulmonary-function value calculator is a device used to calculate normal pulmonary-function values based on empirical equations.
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FDA
U.S. FOOD & DRUG
ADMINISTRATION
# 510(k) SUBSTANTIAL EQUIVALENCE DETERMINATION DECISION SUMMARY
## I Background Information:
A 510(k) Number
K230813
B Applicant
Welldoc, Inc.
C Proprietary and Established Names
BlueStar® and BlueStar® Rx
D Regulatory Information
| Product Code(s) | Classification | Regulation Section | Panel |
| --- | --- | --- | --- |
| NDC | Class II | 21 CFR 868.1890 - Predictive Pulmonary-Function Value Calculator | |
## E Purpose for Submission:
Modification of a cleared device to add the insulin dose capture feature for use with a compatible insulin pen module.
## II Intended Use/Indications for Use:
A Intended Use(s):
See Indications for Use below.
B Indication(s) for Use:
**BlueStar®**:
BlueStar® is indicated for use by healthcare providers (HCPs) and their patients – aged 18 years and older – who have type 1 or type 2 diabetes. BlueStar is intended to provide secure capture, storage, and transmission of glucose data as well as information to aid in diabetes self-
Food and Drug Administration
10903 New Hampshire Avenue
Silver Spring, MD 20993-0002
www.fda.gov
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management. BlueStar automatically receives insulin dose related data when connected to compatible Tempo Smart Button™ device via wireless Bluetooth® technology and has the ability to detect and mark which doses are prime and which are injected insulin. BlueStar analyzes and reports glucose test results and supports medication adherence. In addition, BlueStar provides coaching messages (motivational, behavioral, and educational) based on real-time glucose values and trends. It includes software intended for patient use on mobile phones and software intended for healthcare provider use through computer web browsers. The software also allows for entry of other diabetes-related healthcare information and provides educational information.
BlueStar is not intended to replace the care provided by a licensed healthcare professional, including prescriptions, diagnosis, or treatment.
## BlueStar® Rx:
BlueStar® Rx is indicated for use by healthcare providers (HCPs) and their patients – aged 18 years and older – who have type 1 or type 2 diabetes. BlueStar Rx is intended to provide secure capture, storage, and transmission of glucose data as well as information to aid in diabetes self-management. BlueStar Rx automatically receives insulin dose related data when connected to compatible Tempo Smart Button™ device via wireless Bluetooth® technology and has the ability to detect and mark which doses are prime and which are injected insulin. BlueStar Rx analyzes and reports glucose test results and supports medication adherence. In addition, BlueStar Rx provides coaching messages (motivational, behavioral, and educational) based on real-time glucose values and trends. It includes software intended for patient use on mobile phones and software intended for healthcare provider use through computer web browsers. The software also allows for entry of other diabetes-related healthcare information and provides educational information.
For bolus insulin users with type 1 and type 2 diabetes, BlueStar Rx includes an insulin dose calculator to allow patients to use their prescribed regimen to calculate a dose of bolus insulin for a given amount of carbohydrates and/or glucose value.
For basal insulin users with type 2 diabetes, BlueStar Rx includes an Insulin Adjustment Program (IAP) which calculates appropriate long-acting basal insulin doses for titrating insulin levels based on configuration by a healthcare provider. The healthcare provider must activate the IAP and configure it for patient-specific parameters.
BlueStar Rx is not intended to replace the care provided by a licensed healthcare professional, including prescriptions, diagnosis, or treatment.
## C Special Conditions for Use Statement(s):
Rx and OTC
BlueStar® Rx is not indicated for people with gestational diabetes or who use an insulin pump.
BlueStar® Rx is designed to work with glucose results reported in mg/dL and cannot safely be used with mmol/L values. To avoid harm please ensure that any glucose meter used with BlueStar is set for blood glucose values in mg/dL.
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# III Device Description:
BlueStar® is a Software as a Medical Device (SaMD) intended to be used by healthcare providers (HCPs) and their patients – aged 18 years and older - who have type 1 or type 2 diabetes. BlueStar is intended to assist patients in managing their diabetes with guidance from their providers. BlueStar has two versions – BlueStar (Over the Counter, OTC) and BlueStar Rx (prescription use version).
BlueStar is comprised of the following software applications (app):
- iOS, Android based mobile apps for patients
- Web-based app (web-portal) for HCP
BlueStar requires initial registration before the patient can access the software applications.
The subject device maintains all of the existing diabetes self-management features of previously cleared versions of these devices (Welldoc BlueStar, k190013; BlueStar Rx, k193654), and adds the capability to connect with compatible devices connected with insulin pens via Bluetooth Low Energy (Bluetooth) wireless technology. In this submission, the previously cleared devices are being modified such that they can receive insulin dose-related data when connected to a Tempo Smart Button™ (TSB). The subject device is connected via Bluetooth to the TSB which in turn connects to compatible insulin pens. The TSB when attached to a disposable Tempo Pen (insulin pen) can transfer dose-related data (corresponding to the brand of insulin, dose amount, date, and time) via Bluetooth wireless technology.
BlueStar is compatible with devices including Blood Glucose Meters (BGM), Blood Pressure Monitors, Continuous Glucose Monitors (CGM), TSB, Weight Scales, Activity Trackers. Data, including blood glucose values, blood pressure, medications, carbohydrates, physical activity, weight, and sleep are entered, stored and processed in the patient software applications. Data can be entered manually or automatically via Bluetooth for compatible devices. Additionally, the mobile application for patients is capable of automatically receiving, storing, processing, and displaying insulin data from the TSB via Bluetooth.
The BlueStar apps for patients function as an information repository (logbook and Personal Health Record) and diabetes education resource (curriculum, articles, videos). Patients also receive in-the-moment coaching (Real Time Feedback messages), Pattern Reports and SMART Visit Reports that can be shared with their providers. Coaching messages are motivational, behavioral, and educational in nature and are based on data (and trends) including real-time glucose, blood pressure, and weight. Patients receive guidance on diabetes self-management and are encouraged to reach out to their healthcare team when needed. Patients also receive insights based on data entered and trends detected by the app. BlueStar patient apps include a secure communication system (Message Center) as well as a medication information repository (dose and schedule). Qualified type 1 and type 2 diabetes patients have access to a bolus insulin calculator (cleared under k190013). Qualified type 2 diabetes patients have access to the Insulin Adjustment Program (IAP) to titrate long-acting basal insulin (cleared under K193654). Patients use their mobile application to follow their HCP's bolus insulin prescription or basal insulin titration plan. The bolus insulin calculator and basal insulin titration features are only available in BlueStar Rx for use under the direction of their HCP.
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The provider can review patient information, workflows and decision support information using the web-based software application for HCP. The HCP can initiate and manage the bolus insulin calculator prescription / parameters through the patient's mobile app. The HCP can initiate and manage basal insulin titration (Insulin Adjust Program - IAP) through the web-based software application for HCP. The SMART Visit Report includes data summary, analysis, and decision support for treatment as well as psychosocial issues identified by patient survey responses within the app. The SMART Visit Report can be sent by the patient to his/her HCP from the mobile app or web portal. The HCP can also generate SMART Visit Reports from their web portal.
This medical device product has functions subject to FDA premarket review as well as functions that are not subject to FDA premarket review. For this application, if the product has functions that are not subject to FDA premarket review, FDA assessed those functions only to the extent that they either could adversely impact the safety and effectiveness of the functions subject to FDA premarket review or they are included as a labeled positive impact that was considered in the assessment of the functions subject to FDA premarket review.
## IV Substantial Equivalence Information:
A Predicate Device Name(s):
BlueStar® Rx
B Predicate 510(k) Number(s):
K193654
C Comparison with Predicate(s):
| Device & Predicate Device(s): | K230813 | K193654 |
| --- | --- | --- |
| Device Trade Name | BlueStar, BlueStar Rx (Subject Devices) | BlueStar Rx |
| General Device Characteristic Similarities | | |
| Intended Use/Indications For Use | Intended to provide secure capture, storage, and transmission of glucose data as well as information to aid in diabetes self-management.
Determination of insulin dose based on user entered data (BlueStar Rx) | Same |
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| Intended Patient Population | For patients aged 18 years and older who have type 1 or type 2 diabetes.
Basal insulin titration is for type 2 diabetes patients only. | Same |
| --- | --- | --- |
| Environment of Use | Home use | Same |
| Type of Insulin Dose Calculation | Bolus dose calculation or basal insulin titration (BlueStar Rx) | Same |
| Operating Platforms | iOS, Android, and web-based patient software applications.
Web-based HCP software application (browsers such as Internet Explorer, Chrome, Firefox, Safari and Edge.) | Same |
| Mode of wireless connectivity with other devices | Bluetooth | Same |
| General Device Characteristic Differences | | |
| Connectivity to Tempo Smart Button | Yes | No |
| Insulin dose identification | Automatic with manual edit available | Manual entry only |
V Standards/Guidance Documents Referenced:
Recognized consensus standards:
- ANSI AAMI ISO 14971:2019 Medical devices - Applications of risk management to medical devices
- IEC 60601-1-2 Edition 4.1 2020 - Medical electrical equipment - Part 1-2: General requirements for basic safety and essential performance - Collateral Standard: Electromagnetic disturbances - Requirements and tests
- IEEE ANSI C63.27-2017 - American National Standard for Evaluation of Wireless Coexistence
- ANSI AAMI IEC 62366-1:2015+AMD1:2020 - Medical devices Part 1: Application of usability engineering to medical devices, including Amendment 1
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- ANSI AAMI HE75:2009/(R)2018 - Human factors engineering - Design of medical devices
- ANSI AAMI IEC 62304:2006/A1:2016 - Medical device software - Software life cycle processes [Including Amendment 1 (2016)]
- AAMI TIR69:2017/(R2020) - Technical Information Report Risk management of radio-frequency wireless coexistence for medical devices and systems
## FDA Guidance:
- Guidance for the Content of Premarket Submissions for Software Contained in Medical Devices (May 11, 2005)
- The 510(k) Program: Evaluating Substantial Equivalence in Premarket Notifications [510(k)] (July 28, 2014)
- Content of Premarket Submissions for Management of Cybersecurity in Medical Devices (October 02, 2014)
- Applying Human Factors and Usability Engineering to Medical Devices (February 03, 2016)
- Design Considerations and Pre-market Submission Recommendations for Interoperable Medical Devices (September 06, 2017)
- Format for Traditional and Abbreviated 510(k)s (September 13, 2019)
- FDA Guidance for Off-the-Shelf Software Use in Medical Devices (September 27, 2019)
- eCopy Program for Medical Device Submissions (April 27, 2020)
- Cybersecurity in Medical Devices: Quality System Considerations and Content of Premarket Submissions (Draft)
## VI Performance Characteristics (if/when applicable):
### Usability:
Human factors evaluation was conducted to assess whether users can perform all critical tasks associated with the new device features. Subjects were representative of the device’s intended use population, including patients over 18 years of age, caregivers and healthcare providers.
The human factors evaluation provided in this premarket submission focused on the essential as well as critical tasks and involved the following activities:
- Usability risk analysis
- Task analysis to identify each step required to complete all user tasks
- Identify potential failure modes and result of failure mode for each task
- Assign severity rating for failure effect and mitigation
- Formative evaluation: to verify device performance with HCP and patient users
- Summative evaluation: to validate device performance with HCP, patient and caregivers
The human factors testing evaluated the use of the BlueStar Rx System to support insulin tracking, bolus insulin calculator recommendations, basal insulin titrations, and priming and syncing of insulin data with the Tempo Smart Button.
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Software:
The firm provided software documentation consistent with FDA Guidance for the Content of Premarket Submissions for Software Contained in Medical Devices (May 11, 2005), and consistent with software with a major level of concern. Software documentation was acceptable
EMC & Wireless Coexistence:
The firm has provided testing of the ME System created from the app installed on compatible mobile devices that communicate with the TSB. The firm completed evaluation per IEC 60601-1-2:2020 including subclause 8.11, IEEE/ANSI C63.27:2017, and RTCA DO-160G Section 21 Category M in addition to CISPR 11 Class B. Test results support the finding of substantial equivalence for this device.
VII Proposed Labeling:
The labeling supports the finding of substantial equivalence for this device.
VIII Conclusion:
The device is substantially equivalent to the predicate.
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Learn the FDA Browser
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.