Join RAPS Boston for an in-depth session unpacking the real world regulatory playbook for AI-enabled wearable devices, from first submission to post-market evolution. Learn from industry leaders Robert Michalik and Tahir Rizvi as they reveal how AI fits within design controls, accelerates development, and reshapes clinical strategy. Gain actionable insights on PCCPs, FDA engagement, and risk mitigation to streamline 510(k) clearance. Leave with a stronger understanding of the AI regulatory landscape and practical insights to support informed decision-making.
Join RAPS Boston for an in-person dual speaker presentation on the topic of practical regulatory and design control practices employed today to bring an AI-enabled wearable medical device to market. Our speakers are two seasoned regulatory veterans in the field of AI-augmented medical devices development, Robert Michalik, JD, RAC from RegulatoryPro Consulting, and Tahir Rizvi, M.S., VP of Regulatory Affairs, Beacon Bio.
In their two-part presentation, they will dovetail basic practices related to design, quality, regulatory and post-marketing issues that regulatory professionals need to consider and address when guiding an AI development team through the complex areas of product development and marketing clearance for Class II AI wearable devices.
The event will feature a case study of a Class II, FDA-cleared AI-enhanced neurological device indicated for use in sound sleep and wellness. Importantly, concepts and practical insights into Predetermined Change Control Plan (PCCP) design and execution will be highlighted.
From first submission to real-world evidence generation, AI-based devices present unique and evolving regulatory challenges. This session covers practical lessons across the full device lifecycle, the growing role of AI device tools in Drug trials, and how to structure a Predetermined Change Control Plan (PCCP) for iterative algorithm updates. We'll close with a forward look at where AI regulation is headed and what future frameworks may look like.
| 4:30 — 5:00 pm: | Welcome reception and networking |
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5:00 — 5:45 pm: |
Practical Aspects of AI-enabled wearable medical device development: From Design Control to 510(k) Submission, Robert Michalik, JD, RAC |
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5:45 —6:30 pm: |
Bringing AI Wearables to Market: Practical Strategies from 510(k) to Commercialization, Tahir Rizvi, M. Eng |
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6:30- 7:00 pm: |
Open Discussion; Q&A session |
Cognition Corporation
24 Hartwell Avenue
Lexington, MA 02421
Light refreshments will be served at this event.
RAPS reserves the right to cancel this program at its sole discretion. RAPS will not be responsible for travel or other costs incurred due to cancellation. All cancellation requests must be submitted in writing to [email protected]. Cancellations will receive a full refund minus a 20% administrative fee. RAPS is unable to accept cancellations by phone.
Paid registration substitutions may be accepted with written approval from RAPS for requests received before the start of the event. To transfer a registration, email [email protected] with the event title, name of the original registrant and the contact information for the new attendee.
A certificate of attendance can be downloaded from the RAPS Learning Portal following the event.



Founder & Principal Consultant, RegulatoryPro Consulting
Robert Michalik, JD, RAC is the founder and principal consultant of RegulatoryPro Consulting, a Massachusetts & New Hampshire-based regulatory consulting firm specializing in all areas of biopharma, medical device and combination product premarket development. Most recently his focus has been on guiding AI/ML technology companies and medical device manufacturers in quality management system regulatory compliance, new product design control and clinical study design and execution to achieve US FDA and EU NB clearance of AI-enabled medical devices. He holds a B.S. in Biochemistry, J.D. in Law from Suffolk Univ. Law School with a minor in Intellectual Property and Administrative/ Regulatory Law. He received RA Certification in 1998 from the Regulatory Affairs Professional Society.

Vice Pres. Regulatory Affairs, Beacon Bio
Tahir Rizvi is Vice President of Regulatory Affairs at Beacon Biosignals, where he works at the intersection of AI and medical technology. With a career focused on bringing AI/ML-powered medical devices through regulatory approval, he has held senior roles at GE HealthCare, where he led regulatory strategy for Ultrasound AI/ML, and at Caption Health (acquired by GE HealthCare), a pioneer in AI-guided ultrasound and the PCCP concept. Earlier in his career, Tahir advised life sciences organizations at McKinsey & Company. An engineer by training, he holds degrees from Cornell University and the University of California, Irvine.