Rosenverse

This video is only accessible to Gold members. Log in or register for a free Gold Trial Account to watch.

Log in Register

Most conference talks are accessible to Gold members, while community videos are generally available to all logged-in members.

[Demo] Deploying AI doppelgangers to de-identify user research recordings
Gold
Wednesday, June 5, 2024 • Designing with AI 2024
Share the love for this talk
[Demo] Deploying AI doppelgangers to de-identify user research recordings
Speakers: Llewyn Paine
Link:

Summary

Under biometric privacy laws like BIPA and CCPA, user research recordings containing users’ faces or voices can put your company at risk for lawsuits and fines. Legal departments are increasingly requiring more stringent redaction, and in some cases banning recording outright. This comes at a high cost for UX teams who are already being asked to do more with less, as losing access to recordings can increase duplicative research effort and reduce the accuracy of results. AI offers new solutions for UX teams who want to keep research recordings longer without violating biometric privacy laws. In this demo, we’ll show how we used off-the-shelf tools to intelligently redact users’ voices, faces, and bodies in research videos. By removing biometric identifiers, you can compliantly archive research recordings indefinitely, enabling your team to mine them for insights for years to come.

Key Insights

  • Biometric privacy laws increasingly restrict recording and retaining user faces and voices in UX research, risking large fines.

  • Replacing users with AI-generated avatars preserves the richness of user recordings while protecting privacy.

  • Wonder Studio can segment and animate a user's body and face with a 3D avatar fully automatically, simplifying production.

  • 11 Labs technology enables seamless voice replacement using AI-generated speech in user research videos.

  • Replacing the entire body, not just the face, mitigates risks from distinctive identifying marks like tattoos and future privacy laws.

  • Traditional redaction methods like blurring or keeping only transcripts are either insufficient or lose valuable context.

  • Current AI tools have usage limits, require legal reviews, and sometimes restrictive licensing affecting enterprise use.

  • Hosting AI models in-house offers more data control but adds technical complexity compared to cloud-based solutions.

  • Using synthetic avatars raises complex ethical questions about authenticity, identity representation, and users' rights to be forgotten.

  • Legal risk tolerance varies, so negotiating with legal teams is essential to implement AI avatar redaction in research workflows.

Notable Quotes

"User recordings are your most valuable asset but have become riskier due to biometric privacy laws."

"Even if you’re not doing facial recognition, storing face and voice data is under growing legal scrutiny."

"Blurring user faces loses context and doesn’t address voice privacy, making it an inadequate solution."

"Wonder Studio automatically segments actors, maps their movements to a 3D model, and renders a synthetic avatar video."

"Replacing the entire body with an avatar future-proofs against unanticipated identifiers like tattoos or moles."

"DeepFakes can look too realistic and might introduce new privacy risks if donor faces come from real people."

"Processing limits and licensing terms currently restrict how much video and audio these AI tools can handle."

"Ultimately, AI avatar tools offer UX teams options to keep recordings while meeting legal compliance."

"If you can’t see a human in a video, how do you know the entire conversation wasn’t fabricated?"

"Synthetic duplicates living on after data deletion raise ethical questions about users’ right to be forgotten."

Ask the Rosenbot
Megan Clegg
Space for Everyone: Reframing Accessibility Through a Wider Lens
2021 • Design at Scale 2021
Gold
Peter Merholz
Customer-Centered Design Organizations
2017 • Enterprise Experience 2017
Gold
Jennifer Strickland
Adopting a "Design By" Method
2021 • Civic Design 2021
Gold
Eduardo Ortiz
Theme 3 Intro
2025 • Advancing Research 2025
Gold
Jane Davis
Strategic Shifts and Innovations in User Research: Navigating Challenges and Opportunities
2025 • Advancing Research 2025
Gold
Christian Rohrer
Insight Types That Influence Enterprise Decision Makers
2015 • Enterprise UX 2015
Gold
Uday Gajendar
Theme One Intro
2023 • Enterprise UX 2023
Gold
Nathan Curtis
Beyond the Toolkit: Spreading a System Across People & Products
2016 • Enterprise UX 2016
Gold
Jodi Forlizzi
Design and AI innovation
2024 • Designing with AI 2024
Gold
Janelle Estes
UX Research Trends
2021 • Advancing Research Community
Ricardo Martins
Unlocking the power of advanced quantitative methods
2025 • Advancing Research 2025
Gold
Luke Roberts
Panel Discussion
2024 • Advancing Service Design 2024
Gold
Brennan Hartich
Communicating and Establishing DesignOps as a New Function
2018 • DesignOps Summit 2018
Gold
Jess Greco
Creating a Basis for Change: Scaling Design Maturity
2022 • Design at Scale 2022
Gold
Megan Blocker
Theme 2 Intro
2025 • Advancing Research 2025
Gold
Lada Gorlenko
Theme 3: Introduction
2021 • Design at Scale 2021
Gold

More Videos

Carol Scott

"Trauma is a universal human experience."

Carol Scott Melissa Eggleston

Avoid Harming Your Team and Users: Promoting Care and Brand Reputation with Trauma-Informed UX Practices

February 5, 2025

Lija Hogan

"We need to become data ethicists and curators, not just data vacuum cleaners, to prioritize quality data."

Lija Hogan Milan Mijatovic Sam Proulx Louis Rosenfeld

Three Years Out: Perspectives on the Near-Term Future of User Research

March 15, 2024

Sam Proulx

"If you want an accessible app on iOS and Android, using the standard native APIs and controls will get you there."

Sam Proulx

Mobile Accessibility and You

June 9, 2022

Ana Ferreira

"We organize our work around our life, instead of our life around our work."

Ana Ferreira

Designing Distributed: Leading Doist’s Fully Remote Design Team in Six Countries

January 8, 2024

Jorge Arango

"If organizations don’t keep content organized, it becomes less usable and less useful over time."

Jorge Arango

Scale Smart: AI-Powered Content Organization Strategies

September 24, 2024

Chris Moses

"Giving senior leadership a shared language for design helped product teams better communicate what needed focus and why."

Chris Moses

Stretching the Definition of DesignOps with Product Development

November 7, 2018

Trisha Causley

"The LLM gave many different answers for the same passage, each time reporting it was one hundred percent confident."

Trisha Causley

[Demo] Complexity in disguise: Crafting experiences for generative AI features

June 5, 2024

Clara Kliman-Silver

"AI should be a partner to UX professionals, not a replacement for UX expertise."

Clara Kliman-Silver

UX Futures: The Role of Artificial Intelligence in Design

June 7, 2023

Michael Polivka

"We are outnumbered by engineers maybe a dozen to one, but things are improving all around."

Michael Polivka

Scaling Design through Relationship Maps

November 7, 2017