Rosenverse
Digital Medicine Design

Log in or create a free Rosenverse account to watch this video.

Log in Create free account

100s of community videos are available to free members. Conference talks are generally available to Gold members.

Digital Medicine Design

Thursday, September 26, 2019 • Enterprise Community
Share the love for this talk
Digital Medicine Design
Speakers: Daniel J. Rosenberg
Link:

Summary

Can a software only mobile solution outperform a pharmaceutical drug in clinical trials? Is it possible to create an app only available via a doctor’s prescription? The answer to both questions is a responding YES! In this webinar, Dan walked through several medical product case studies he has consulted on. The first is the WellDoc BlueStar solution for type 2 diabetes patients. BlueStar was the first instance of Digital Medicine invented. BlueStar received both an FDA class 2 certification and a prescription drug code for insurance reimbursement. Legally speaking this 100% software only solution is a medication. In clinical trials it has proven to reduce high-risk type 2 patients A1C levels by more than 1.8 points, outperforming many commonly prescribed medications. The second case study is Bigfoot Biomedical’s artificial pancreas for type 1 diabetics. It has completed its first clinical trial rounds but is not yet in the market. This solution uses an amazing combination of AI, big data and IoT embedded in the human body to automate insulin delivery 24/7. The primary UX resides on the patients’ phone. Interfaces for doctors and insurance companies will complete the end to end system experience including an innovative direct to patients supply chain. In addition to these amazing case studies this webinar described the similarities between digital medicine design and Enterprise UX. You will be surprised to see how much they have in common as well as what else you need to know to enter this cutting-edge UX domain.

Key Insights

  • Digital medicine apps like BlueStar are prescription-only and undergo FDA clearance, making them legally a pharmaceutical class.

  • Only a tiny fraction (about 0.01%) of diabetes apps are FDA-cleared to ensure clinical effectiveness.

  • BlueStar outperforms metformin in lowering A1C by about 2 points through data science and gamification.

  • Bigfoot’s artificial pancreas integrates continuous glucose monitoring with an insulin pump controlled by smartphone, allowing personalized insulin dosing.

  • Medical UX design involves multi-actor systems including patients, caregivers, doctors, payers, pharmacies, and must consider HIPAA regulations.

  • The onboarding and provisioning processes in medical software are far more complex than in enterprise software due to prescriptions, insurance, and regulatory needs.

  • Safety is always the top design priority in digital medicine, followed by privacy and usability.

  • FDA agile process is highly regulated and closer to waterfall with strong documentation and traceability requirements, especially for higher-risk devices.

  • Contextual data like elevation, temperature, and activity levels can personalize insulin dosing algorithms in digital medicine products.

  • User retention issues in medical apps can sometimes mean success, as patients stop using the app after achieving stable health control.

Notable Quotes

"Digital medicine apps are legally considered a pharmaceutical, available by prescription only."

"About 200,000 digital health products exist, but only 1% of 1% have FDA clearance for accuracy."

"BlueStar lowered users' A1C by 2 points, outperforming the most common drug metformin which averages 1.5."

"If the phone dies, Bigfoot’s insulin pump continues working independently, but without new data input."

"You have to keep the injection sites moving because of scar tissue, adding to the body hacking complexity."

"Safety is your number one concern, privacy is your number two, and usability is number three."

"A lot of these companies have founders or investors who are themselves doctors or diabetic patients."

"Design history files must document every design decision for FDA audits—it's far more rigorous than typical usability tests."

"The FDA-approved agile process is more like a controlled waterfall with strict traceability, especially for Class 3 devices."

"If patients stop using the app because they’ve got their health under control, that’s like a dating app success — they got married, not that the app failed."

Ask the Rosenbot
Josh Clark
Sentient Design: New Postures for AI-Mediated Experiences (2nd of 3 seminars)
2025 • Rosenfeld Community
Rachael Dietkus, LCSW
Leading through the long tail of trauma
2022 • Enterprise Community
Andrea Gallagher
The Problem Space
2019 • Advancing Research Community
Dan Donald
Design Systems as a Vehicle for Systemic Change
2023 • DesignOps Community
Bilan Hashi
The Tension Between Story Collecting and Story Telling in Research
2021 • Advancing Research 2021
Gold
Daniela Magaña Flores
Ahead of Competition: Learn What UX Benchmarking Can Do for Your Business Today
2022 • Advancing Research 2022
Gold
Discussion
2017 • Enterprise Experience 2017
Gold
Fatimah Richmond
The Future of ReOps as a Strategic Function: A Roadmap for Getting There
2024 • Advancing Research 2024
Gold
Bria Alexander
Opening Remarks
2021 • DesignOps Summit 2021
Gold
Dave Hoffer
UX Job Search AMA #3 with Joanne Weaver and Dave Hoffer
2025 • Rosenfeld Community
Clemens Janssen
Efficiently Scaling Research as a Team of One
2023 • Advancing Research 2023
Gold
Natalie Dunbar
DesignOps and Content Strategy: Envisioning the Future Together
2021 • DesignOps Summit 2021
Gold
Joerg Beringer
Scaling User Research with AI: Continuous Discovery of User Needs in Minutes
2025 • DesignOps Summit 2025
Gold
Frank Duran
Partnership Playbook: Lessons Learned in Effective Partnership
2024 • Enterprise Experience 2020
Gold
Tiffany Cheng
Designing in a Pandemic: Integrating Speed and Rigor
2022 • Design at Scale 2022
Gold
Harry Max
Priority Zero: Some Things are More Equal than Others
2016 • Enterprise UX 2016
Gold

More Videos

Saskia Liebenberg

"You don’t have to be a researcher to do research ops; people from marketing or HR backgrounds learn on the job and bring valuable perspectives."

Saskia Liebenberg

Start Small for Big Impact

May 15, 2019

Cheryl Platz

"Character, Relationship, Objective, and Where gives us a storytelling shorthand for fully understanding user context."

Cheryl Platz

Demystifying Multimodal Design: The Design Practice You Didn't Know You're Doing

April 4, 2024

Billy Carlson

"Hierarchy is almost subconscious — you can design for how our eyes are naturally drawn to elements."

Billy Carlson

Pro-level UI Tips for Beginners

September 9, 2022

Steve Chaparro

"Simplicity rarely loses to complexity in the public square—it’s about meeting people where they are."

Steve Chaparro

Bringing Into Alignment Brand, Culture and Space

August 13, 2020

Ilana Lipsett

"Future thinking helps us create future memories, essentially to hack our neurobiology and trick our brains into creating pathways to imagine possible futures."

Ilana Lipsett

Anticipating Risk, Regulating Tech: A Playbook for Ethical Technology Governance

December 10, 2021

Chelsey Glasson

"The six-month calibration cycle in tech gamifies performance but discourages a long-term vision for career longevity."

Chelsey Glasson

Exit Interview #3: Same as It Ever Was: What Leaving Tech Taught Me About Change

December 17, 2025

John Calhoun

"Our design ops team was a step behind the growth of our design team, solving the wrong problems at the wrong scale."

John Calhoun Rachel Posman

Two Sides of the DesignOps Coin: Teams Ops and Product Ops

January 8, 2024

Laura Weiss

"Conflict occurs when something important to us feels threatened or disrespected."

Laura Weiss

Turn Down the Heat: 3 Ways to Handle Conflict in the Moment

November 20, 2024

Louis Rosenfeld

"Iteration means don’t prepare your talk the night before. Start early, practice, and evolve your message over time."

Louis Rosenfeld Jemma Ahmed Christian Crumlish Uday Gajendar Chris Geison

Coffee with Lou #3: What Makes for a Successful UX Conference Presentation?

May 2, 2024