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FDA General Wellness Policy: What Non-Invasive Sensing Products Must Meet to Remain Low Risk
As wearable and software-enabled technologies increasingly estimate physiological parameters such as oxygen saturation, blood pressure, and heart rate variability, regulatory classification has become a critical design consideration. The FDA’s General Wellness: Policy for Low Risk Devices clarifies when products using non-invasive sensing—such as optical sensing—may be considered general wellness products rather than regulated medical devices. For developers conducting a cl
Feb 163 min read


Why Data Quality Matters: Choosing the Right Clinical Research Service Provider
In clinical research for medical devices and wearable technologies, data quality is everything . Regulatory clearance depends not just on whether a study was conducted, but on whether the data generated is regulator-ready, reproducible, and scientifically defensible . Yet not all Service Providers (formally known as Clinical Research Organizations (CROs)) bring the same level of expertise, infrastructure, or dedicated staff to ensure that outcome. Sponsors sometimes face a d
Oct 17, 20253 min read


The Advantages of Using U.S.-Based CROs for Study Data Collection
For medical device and wearable technology developers, the success of a clinical research study often hinges on one factor: the quality...
Oct 9, 20253 min read
Why Pilot Studies Are Critical for Successful Validation Studies
When preparing for a regulatory-grade validation study, the temptation is often to move quickly into execution. However, a carefully...
Sep 25, 20252 min read


De-risking Medical Device Development: The Importance of an FDA Q-Submission
When developing a new medical device or wearable technology, navigating the FDA regulatory pathway can be complex and resource-intensive....
Sep 16, 20252 min read
Mastering FDA Multi-Site Study Requirements: How Parameters Research Lab Simplifies Compliance and Execution
PRL research staff performing synchronized data collection at multiple sites to ensure consistent, FDA-compliant results. Why Multi-Site...
Aug 8, 20252 min read
The Hidden Costs of Choosing the Wrong CRO—and How Parameters Lab Prevents Them
Sponsors often choose CROs based on price or speed, but the wrong partner can cost far more. Delayed timelines. Poor data. FDA...
Jul 29, 20251 min read
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