Empowering innovation: The critical role of inclusive product development in the AI era
Summary
Key Insights
-
•
Designing for one person with a disability often creates solutions that benefit many users, including those with situational or temporary limitations.
-
•
Features like captions, dark mode, voice-to-text, and autocomplete originated as accessibility aids but are now widely used by billions.
-
•
Only 19% of surveyed users find existing AI trustworthy, revealing a significant gap in inclusive AI design and data representation.
-
•
AI-driven technologies such as image description apps and data graph interpreters hold promise for accessibility enhancements.
-
•
Bias in AI datasets often excludes people with disabilities, leading to inaccurate representations and diminished trust.
-
•
Inclusive product development requires co-design from the earliest stages, not only feedback after products are built.
-
•
Fable’s Accessible Usability Scale (OZ) adapts traditional usability metrics to better reflect assistive technology user experiences.
-
•
Engaging people with disabilities throughout the product lifecycle boosts team empathy, creativity, and confidence in fixing accessibility issues.
-
•
AI should be treated as a tool within accessibility practice, not as a standalone solution that replaces human input.
-
•
Recruitment of people with disabilities as testers and contributors is essential to creating trustworthy, inclusive AI and digital products.
Notable Quotes
"If implemented correctly, AI could have impressively positive impacts on inclusion and accessibility."
"I found myself sitting in the street as the traffic light turned green, blocked by a non sentient being incapable of understanding the consequences of its actions."
"Design for one extent to many is Microsoft’s inclusive design motto that guides effective accessibility."
"85% of Netflix users opt for captions, showing how accessibility features benefit everyone, not just those with disabilities."
"People with disabilities must be involved as producers, contributors, and consumers throughout the digital creation process."
"AI is currently automating and amplifying human biases that exist in society today."
"You don’t have to wait until an idea is fully baked to get feedback from assistive technology users."
"It’s way more cost effective to catch accessibility issues during the design phase than after shipping a product."
"Fable’s OZ adapts the System Usability Scale to better measure perceived usability for assistive technology users."
"AI should remain a tool, not a standalone solution, in inclusive product development."
Or choose a question:
More Videos
"Accessibility ownership should never fall on just one person but be understood and shared across entire product teams."
Saara Kamppari-MillerDesignOps for Inclusive Design and Accessibility
May 26, 2022
"Policy like the California Privacy Rights Act requires us to explain data use and comply with user deletion requests."
Dr. Jamika D. BurgeBroad Strokes: Connecting Design, Research, and AI to the World Around Us
June 7, 2023
"Bring government stakeholders out into the community so they can see and feel the problems firsthand and build empathy."
Stephanie WadeBuilding and Sustaining Design in Government
December 8, 2021
"Investing in individual pet projects really can take so many amazing shapes and cost the company very little."
Michelle MorrisonCulture Design
May 21, 2020
"We spend all our time in our heads and unintentionally hold others to the same standards without communicating it."
Joshua GravesWe Need To Talk: Addressing Unmet Expectations (Part 2 of 3)
April 28, 2025
"You can own the infrastructure that allows knowledge to flow but you can't actually own the knowledge itself."
Kate TowseyAsk Me Anything (AMA) with Kate Towsey
April 2, 2025
"We started analytics at the beginning so we could benchmark and compare old and new site performance."
Mackenzie Cockram Sara Branco Cunha Ian FranklinIntegrating Qualitative and Quantitative Research from Discovery to Live
December 16, 2022
"Collaboration with peers and speaker coaches creates better content and stronger relationships beyond the conference."
Louis Rosenfeld Jemma Ahmed Christian Crumlish Uday Gajendar Chris GeisonCoffee with Lou #3: What Makes for a Successful UX Conference Presentation?
May 2, 2024
"We stopped talking about patterns and consistency as it made me the ‘patterns guy’—instead, I shifted language to what different roles cared about."
Eniola OluwoleLessons From the DesignOps Journey of the World's Largest Travel Site
October 24, 2019
Latest Books All books
Dig deeper with the Rosenbot
How does Rally’s research infrastructure facilitate participant management and integration with enterprise data systems?
What strategies help speed up the procurement and legal review of UX research platforms in organizations like LinkedIn?
How do I determine the shelf life or expiry date of different types of research insights?