SlideShare a Scribd company logo
1 of 21
Download to read offline
PRODUCT INCLUSION
RACHIDA AMSAGHROU
UXPA – 03 JUNE 2020
AGENDA
 Overview
 Product inclusion?
 Definitions
 Evolution over the past 10 years
 Inclusive product development process
 How to practice product inclusion
 The Microsoft design toolkit
 A snapshot into product inclusion
 Dimensions of Product Inclusion
 Biases in AI
 Inclusive AI
 Accessibility
 Marketing
 Privacy and inclusion
 KeyTakeaways
 Keys to success
 What’s next?
 Resources
2
 What is product inclusion?
 Definitions
 Evolution over the past 10 years
 Inclusive product development process
 How to practice product inclusion
 The Microsoft design toolkit
 A snapshot into product inclusion
OVERVIEW
3
PRODUCT
INCLUSION?
 What: Applying an inclusive lens throughout the product
development process.
 Why: Help companies remain competitive and ensure they
are meeting customers’ needs.
 How: Address the diverse needs of current and future
users; build for everyone, with everyone; and constantly test
and improve for inclusion.
4
The practice of applying
an inclusive lens
throughout the entire
product design and
development process
Product
Inclusion
Product
Inclusion
A design methodology
that enables and draws
on the full range of
human diversity.
Inclusive
Design
Inclusive
Design
The qualities that make
an
experience open to all.
AccessibilityAccessibility
DEFINITIONS
5
EVOLUTION OVERTHE LAST 10YEARS
Adaptive
2020
T-Mobile introduces a $15 internet bundle in
response to rising socio-economic issues
Foundational
2016
Google Assistant is stress-tested to exclude
insensitive language (<0.0002%)
Reactive
2O11
Federal government replaces male dummies with
smaller females for airbag tests
6
Internal and
external
Consult
diversity
experts
Product
inclusion
hackathon &
sprint
sessions
Inclusive
market
research &
focus groups
IDEATION
USER
RESEARCH
& DESIGN
TESTINGMARKETING
INCLUSIVE PRODUCT DEVELOPMENT PROCESS
7
HOWTO PRACTICE PRODUCT INCLUSION
User
Impact
Prioritize user insights
Understand how the
product fits in the user’s life
Humanity
Build empathy and
compassion for people
Stakeholder interviews and
user experience
Ask who, what, where, when,
and why?
Recognition
Acknowledge that exclusion
exists
Design products with rather
than for excluded users
Embrace design as a remedy
for societal mismatches
Empathy Exclusion
8
• RECOGNIZE EXCLUSION
• LEARN FROM DIVERSITY
• SOLVE FOR ONE, EXTEND TO MANY
9
Source: https://www.microsoft.com/design/inclusive/
THE MICROSOFT DESIGNTOOLKIT
GOOGLE ASSISTANT:
A PRODUCT INCLUSION STORY
10
INTEGRATING INCLUSION:
GOOGLE CAMERA
Source: https://www.youtube.com/user/acceleratewithgoogle
A SNAPSHOT INTO PRODUCT INCLUSION
https://www.youtube.com/watch?v=9cTtzIAfnFo&thttps://www.youtube.com/watch?v=DQ4Rugg1c44&t
 Biases in AI
 Inclusive AI
 Accessibility
 Marketing
 Privacy and Inclusion
DIMENSIONS OF
PRODUCT
INCLUSION
11
• Data used to train machine learning
models doesn’t represent the
diversity of the customer base
Dataset
• Data used to train a model
reinforces and multiplies a cultural
bias
Association
• Automated decisions override social
and cultural considerationsAutomation
• Humans tamper with AI and create
biased resultsInteraction
• Oversimplified personalization
makes biased assumptions for a
group or an individual
Confirmation
Source: https://www.microsoft.com/design/inclusive/
BIASES IN ARTIFICIAL INTELLIGENCE
12
INCLUSIVE ARTIFICIAL INTELLIGENCE
AI makes
assumptions
based on learned
behaviors
Build a
relationship
between
users and
technology
Human-centered
design
AI mirrors a
narrow and
privileged vision
of society
Build inclusive
teams
Foster Empathy
Unintentional &
alarming
outcomes
Empower users
to continually
train AI
Build trust
TECHNOLOGY
DIVERSITY
BIAS
ACTION
13
SOLUTIONPROBLEM
ACCESSIBILITY
Source: https://www.microsoft.com/design/inclusive/
14
TOOLS
• Recognize exclusion
• Solve for one, extend to
many
METHOD
Include and learn from people
with a range of perspectives
MINDSET
Understand why and how
people are excluded
MARKETING
An internal campaign to remind Google marketers that creating inclusive work requires breaking down stereotypes
15
PRIVACY AND INCLUSION
16
Underrepresented
groups
• Excluded from
datasets
• Don’t trust the system
Privacy-by-design
• Reactive
• Poor privacy controls
• Convoluted user agreements
Users reluctant
to provide data
Learned bias
continues
Datasets
uniforms
Remedies
• Regular consent
touchpoints
• More autonomy
• Compensation
for data
 Keys to success
 What’s next?
 Resources
KEYTAKEWAYS
17
KEYSTO SUCCESS
Inclusion-by-
design alleviates
biases
 Identify issues early on
 Anticipate future
problems
 Make informed decisions
Break down bias
to:
Identify where
and how
exclusion
infects the
system
18
WHAT’S NEXT
64% of leaders see the business value of product
inclusion, and yet, progress is slow overall.
1. How long does it take to get an inclusive product to
market?
2. What is getting in the way of those who have not
yet implemented their product inclusion strategies?
3. Can we design personalized content and
experiences protecting the users’ data?
19
RESOURCES
 https://www.microsoft.com/design/inclusive/
 https://katholmesdesign.com/
 https://accelerate.withgoogle.com/
20
“THERE IS DANGER IN A SINGLE STORY”
CHIMANADA ADICHIE
THANKYOU
RACHIDA AMSAGHROU
RAMSAGHROU@GMAIL.COM
RACHIDA.AMSAGHROU.COM
21

More Related Content

What's hot

Eric Ries - The lean startup
Eric Ries - The lean startupEric Ries - The lean startup
Eric Ries - The lean startup
momentummi
 

What's hot (20)

Learn Prompting with ChatGPT
Learn Prompting with ChatGPTLearn Prompting with ChatGPT
Learn Prompting with ChatGPT
 
ChatGPT Training Session
ChatGPT Training SessionChatGPT Training Session
ChatGPT Training Session
 
Eric Ries - The lean startup
Eric Ries - The lean startupEric Ries - The lean startup
Eric Ries - The lean startup
 
Robinhood Company Preso
Robinhood Company PresoRobinhood Company Preso
Robinhood Company Preso
 
Robinhood Company Presentation
Robinhood Company PresentationRobinhood Company Presentation
Robinhood Company Presentation
 
Elix Incubator Pitch Deck
Elix Incubator Pitch DeckElix Incubator Pitch Deck
Elix Incubator Pitch Deck
 
3 Business Problems Chatbots Solve Best
3 Business Problems Chatbots Solve Best3 Business Problems Chatbots Solve Best
3 Business Problems Chatbots Solve Best
 
Fundraising for startups
Fundraising for startupsFundraising for startups
Fundraising for startups
 
CHATGPT
CHATGPTCHATGPT
CHATGPT
 
Boomeon Investor Pitch Deck
Boomeon Investor Pitch DeckBoomeon Investor Pitch Deck
Boomeon Investor Pitch Deck
 
Big Data Analytics : Understanding for Research Activity
Big Data Analytics : Understanding for Research ActivityBig Data Analytics : Understanding for Research Activity
Big Data Analytics : Understanding for Research Activity
 
Startup pitch deck template
Startup pitch deck templateStartup pitch deck template
Startup pitch deck template
 
Nepsify-classified marketplace Product pitch deck
Nepsify-classified marketplace Product pitch deckNepsify-classified marketplace Product pitch deck
Nepsify-classified marketplace Product pitch deck
 
Robinhood
RobinhoodRobinhood
Robinhood
 
ChatGPT ChatBot
ChatGPT ChatBotChatGPT ChatBot
ChatGPT ChatBot
 
Slush 100 pitch competition final round SendBird
Slush 100 pitch competition final round SendBirdSlush 100 pitch competition final round SendBird
Slush 100 pitch competition final round SendBird
 
The current state of generative AI
The current state of generative AIThe current state of generative AI
The current state of generative AI
 
Playbasis 2018 - FunTech meets FinTech
Playbasis 2018 - FunTech meets FinTechPlaybasis 2018 - FunTech meets FinTech
Playbasis 2018 - FunTech meets FinTech
 
Introduction to AI Governance
Introduction to AI GovernanceIntroduction to AI Governance
Introduction to AI Governance
 
50 of the best chatbot use cases [Case studies Included]
50 of the best chatbot use cases [Case studies Included]50 of the best chatbot use cases [Case studies Included]
50 of the best chatbot use cases [Case studies Included]
 

Similar to Product Inclusion for More Inclusive Designs

B2B Content Marketing Keynote
B2B Content Marketing KeynoteB2B Content Marketing Keynote
B2B Content Marketing Keynote
Paula Wang
 
Quicksand Product Management Services
Quicksand Product Management ServicesQuicksand Product Management Services
Quicksand Product Management Services
WASH For India
 

Similar to Product Inclusion for More Inclusive Designs (20)

Top 10 Digital Workplace Patterns #spscalgary
Top 10 Digital Workplace Patterns #spscalgaryTop 10 Digital Workplace Patterns #spscalgary
Top 10 Digital Workplace Patterns #spscalgary
 
Amuse UX 2015: Y.Vetrov — Platform Thinking
Amuse UX 2015: Y.Vetrov — Platform ThinkingAmuse UX 2015: Y.Vetrov — Platform Thinking
Amuse UX 2015: Y.Vetrov — Platform Thinking
 
Top 10 Digital Workplace Patterns #spsvancouver
Top 10 Digital Workplace Patterns #spsvancouverTop 10 Digital Workplace Patterns #spsvancouver
Top 10 Digital Workplace Patterns #spsvancouver
 
B2B Content Marketing Keynote
B2B Content Marketing KeynoteB2B Content Marketing Keynote
B2B Content Marketing Keynote
 
Unlocking the Power of AI in Product Management - A Comprehensive Guide for P...
Unlocking the Power of AI in Product Management - A Comprehensive Guide for P...Unlocking the Power of AI in Product Management - A Comprehensive Guide for P...
Unlocking the Power of AI in Product Management - A Comprehensive Guide for P...
 
Mapping Content to the Customer Journey: 5 Keys to Success with Kevin Nichols
Mapping Content to the Customer Journey: 5 Keys to Success with Kevin Nichols Mapping Content to the Customer Journey: 5 Keys to Success with Kevin Nichols
Mapping Content to the Customer Journey: 5 Keys to Success with Kevin Nichols
 
2VizCon Credentials - Software for Enterprise Applications
2VizCon Credentials - Software for Enterprise Applications2VizCon Credentials - Software for Enterprise Applications
2VizCon Credentials - Software for Enterprise Applications
 
Prototyping Approaches and Outcomes
Prototyping Approaches and OutcomesPrototyping Approaches and Outcomes
Prototyping Approaches and Outcomes
 
IxDA October Event: Prototyping Approaches and Outcomes
IxDA October Event: Prototyping Approaches and OutcomesIxDA October Event: Prototyping Approaches and Outcomes
IxDA October Event: Prototyping Approaches and Outcomes
 
The essentials of a digital project
The essentials of a digital projectThe essentials of a digital project
The essentials of a digital project
 
User-centric design for large enterprises
User-centric design for large enterprisesUser-centric design for large enterprises
User-centric design for large enterprises
 
Application Design Thinking wrt Integration Architecture - Part I | MuleSoft ...
Application Design Thinking wrt Integration Architecture - Part I | MuleSoft ...Application Design Thinking wrt Integration Architecture - Part I | MuleSoft ...
Application Design Thinking wrt Integration Architecture - Part I | MuleSoft ...
 
Soluciones de Código Abierto - Perspectivas, Resultados y Soluciones de Valor
Soluciones de Código Abierto - Perspectivas, Resultados y Soluciones de ValorSoluciones de Código Abierto - Perspectivas, Resultados y Soluciones de Valor
Soluciones de Código Abierto - Perspectivas, Resultados y Soluciones de Valor
 
Breaking Into AI/ML Product Management by Facebook Product Leader
Breaking Into AI/ML Product Management by Facebook Product LeaderBreaking Into AI/ML Product Management by Facebook Product Leader
Breaking Into AI/ML Product Management by Facebook Product Leader
 
Product Development - Founder Institute
Product Development - Founder InstituteProduct Development - Founder Institute
Product Development - Founder Institute
 
Evolve13 Adobe CQ Conference - Life Technologies and Cloudwords Customer Story
Evolve13 Adobe CQ Conference - Life Technologies and Cloudwords Customer StoryEvolve13 Adobe CQ Conference - Life Technologies and Cloudwords Customer Story
Evolve13 Adobe CQ Conference - Life Technologies and Cloudwords Customer Story
 
Quicksand Product Management Services
Quicksand Product Management ServicesQuicksand Product Management Services
Quicksand Product Management Services
 
Top 10 Digital Workplace Patterns #spfestdenver
Top 10 Digital Workplace Patterns #spfestdenverTop 10 Digital Workplace Patterns #spfestdenver
Top 10 Digital Workplace Patterns #spfestdenver
 
Onboarding Effectively as a Product Manager by former Google Product Manager
Onboarding Effectively as a Product Manager by former Google Product ManagerOnboarding Effectively as a Product Manager by former Google Product Manager
Onboarding Effectively as a Product Manager by former Google Product Manager
 
AI in product development An overview.pdf
AI in product development An overview.pdfAI in product development An overview.pdf
AI in product development An overview.pdf
 

More from UXPA International

More from UXPA International (20)

UXPA 2023: Start Strong - Lessons learned from associate programs to platform...
UXPA 2023: Start Strong - Lessons learned from associate programs to platform...UXPA 2023: Start Strong - Lessons learned from associate programs to platform...
UXPA 2023: Start Strong - Lessons learned from associate programs to platform...
 
UXPA 2023: Disrupting Inaccessibility: Applying A11Y-Focused Discovery & Idea...
UXPA 2023: Disrupting Inaccessibility: Applying A11Y-Focused Discovery & Idea...UXPA 2023: Disrupting Inaccessibility: Applying A11Y-Focused Discovery & Idea...
UXPA 2023: Disrupting Inaccessibility: Applying A11Y-Focused Discovery & Idea...
 
UXPA 2023 Poster: ESG & Sustainable UX
UXPA 2023 Poster: ESG & Sustainable UXUXPA 2023 Poster: ESG & Sustainable UX
UXPA 2023 Poster: ESG & Sustainable UX
 
UXPA 2023 Poster: The Two Tracks of UX Under Agile: Tactical and Strategic
UXPA 2023 Poster: The Two Tracks of UX Under Agile: Tactical and StrategicUXPA 2023 Poster: The Two Tracks of UX Under Agile: Tactical and Strategic
UXPA 2023 Poster: The Two Tracks of UX Under Agile: Tactical and Strategic
 
UXPA 2023: Data science and UX: Smarter together
UXPA 2023: Data science and UX: Smarter togetherUXPA 2023: Data science and UX: Smarter together
UXPA 2023: Data science and UX: Smarter together
 
UXPA 2023: UX Fracking: Using Mixed Methods to Extract Hidden Insights
UXPA 2023: UX Fracking: Using Mixed Methods to Extract Hidden InsightsUXPA 2023: UX Fracking: Using Mixed Methods to Extract Hidden Insights
UXPA 2023: UX Fracking: Using Mixed Methods to Extract Hidden Insights
 
UXPA 2023 Poster: Are virtual spaces the future of video conferencing?
UXPA 2023 Poster: Are virtual spaces the future of video conferencing?UXPA 2023 Poster: Are virtual spaces the future of video conferencing?
UXPA 2023 Poster: Are virtual spaces the future of video conferencing?
 
UXPA 2023: Learn how to get over personas by swiping right on user roles
UXPA 2023: Learn how to get over personas by swiping right on user rolesUXPA 2023: Learn how to get over personas by swiping right on user roles
UXPA 2023: Learn how to get over personas by swiping right on user roles
 
UXPA 2023: F@#$ User Personas
UXPA 2023: F@#$ User PersonasUXPA 2023: F@#$ User Personas
UXPA 2023: F@#$ User Personas
 
UXPA 2023 Poster: Pocket Research Guide - Empower your Solution and Foster Cu...
UXPA 2023 Poster: Pocket Research Guide - Empower your Solution and Foster Cu...UXPA 2023 Poster: Pocket Research Guide - Empower your Solution and Foster Cu...
UXPA 2023 Poster: Pocket Research Guide - Empower your Solution and Foster Cu...
 
UXPA 2023: Experience Maps - A designer's framework for working in Agile team...
UXPA 2023: Experience Maps - A designer's framework for working in Agile team...UXPA 2023: Experience Maps - A designer's framework for working in Agile team...
UXPA 2023: Experience Maps - A designer's framework for working in Agile team...
 
UXPA 2023 Poster: Atomic Research in Practice: Using a Feedback Repository to...
UXPA 2023 Poster: Atomic Research in Practice: Using a Feedback Repository to...UXPA 2023 Poster: Atomic Research in Practice: Using a Feedback Repository to...
UXPA 2023 Poster: Atomic Research in Practice: Using a Feedback Repository to...
 
UXPA 2023 Poster: Leveraging Dial Testing To Measure Real-Time User Frustrati...
UXPA 2023 Poster: Leveraging Dial Testing To Measure Real-Time User Frustrati...UXPA 2023 Poster: Leveraging Dial Testing To Measure Real-Time User Frustrati...
UXPA 2023 Poster: Leveraging Dial Testing To Measure Real-Time User Frustrati...
 
UXPA 2023: UX Enterprise Story: How to apply a UX process to a company withou...
UXPA 2023: UX Enterprise Story: How to apply a UX process to a company withou...UXPA 2023: UX Enterprise Story: How to apply a UX process to a company withou...
UXPA 2023: UX Enterprise Story: How to apply a UX process to a company withou...
 
UXPA 2023: High-Fives over Zoom: Creating a Remote-First Creative Team
UXPA 2023: High-Fives over Zoom: Creating a Remote-First Creative TeamUXPA 2023: High-Fives over Zoom: Creating a Remote-First Creative Team
UXPA 2023: High-Fives over Zoom: Creating a Remote-First Creative Team
 
UXPA 2023: Behind the Bias: Dissecting human shortcuts for better research & ...
UXPA 2023: Behind the Bias: Dissecting human shortcuts for better research & ...UXPA 2023: Behind the Bias: Dissecting human shortcuts for better research & ...
UXPA 2023: Behind the Bias: Dissecting human shortcuts for better research & ...
 
UXPA 2023 Poster: Improving the Internal and External User Experience of a Fe...
UXPA 2023 Poster: Improving the Internal and External User Experience of a Fe...UXPA 2023 Poster: Improving the Internal and External User Experience of a Fe...
UXPA 2023 Poster: Improving the Internal and External User Experience of a Fe...
 
UXPA 2023 Poster: 5 Key Findings from Moderated Accessibility Testing with Sc...
UXPA 2023 Poster: 5 Key Findings from Moderated Accessibility Testing with Sc...UXPA 2023 Poster: 5 Key Findings from Moderated Accessibility Testing with Sc...
UXPA 2023 Poster: 5 Key Findings from Moderated Accessibility Testing with Sc...
 
UXPA 2023: Lessons for new managers
UXPA 2023: Lessons for new managersUXPA 2023: Lessons for new managers
UXPA 2023: Lessons for new managers
 
UXPA 2023: Redesigning An Automotive Feature from Gasoline to Electric Vehicl...
UXPA 2023: Redesigning An Automotive Feature from Gasoline to Electric Vehicl...UXPA 2023: Redesigning An Automotive Feature from Gasoline to Electric Vehicl...
UXPA 2023: Redesigning An Automotive Feature from Gasoline to Electric Vehicl...
 

Recently uploaded

If this Giant Must Walk: A Manifesto for a New Nigeria
If this Giant Must Walk: A Manifesto for a New NigeriaIf this Giant Must Walk: A Manifesto for a New Nigeria
If this Giant Must Walk: A Manifesto for a New Nigeria
Kayode Fayemi
 
Uncommon Grace The Autobiography of Isaac Folorunso
Uncommon Grace The Autobiography of Isaac FolorunsoUncommon Grace The Autobiography of Isaac Folorunso
Uncommon Grace The Autobiography of Isaac Folorunso
Kayode Fayemi
 
Chiulli_Aurora_Oman_Raffaele_Beowulf.pptx
Chiulli_Aurora_Oman_Raffaele_Beowulf.pptxChiulli_Aurora_Oman_Raffaele_Beowulf.pptx
Chiulli_Aurora_Oman_Raffaele_Beowulf.pptx
raffaeleoman
 
Bring back lost lover in USA, Canada ,Uk ,Australia ,London Lost Love Spell C...
Bring back lost lover in USA, Canada ,Uk ,Australia ,London Lost Love Spell C...Bring back lost lover in USA, Canada ,Uk ,Australia ,London Lost Love Spell C...
Bring back lost lover in USA, Canada ,Uk ,Australia ,London Lost Love Spell C...
amilabibi1
 

Recently uploaded (18)

The workplace ecosystem of the future 24.4.2024 Fabritius_share ii.pdf
The workplace ecosystem of the future 24.4.2024 Fabritius_share ii.pdfThe workplace ecosystem of the future 24.4.2024 Fabritius_share ii.pdf
The workplace ecosystem of the future 24.4.2024 Fabritius_share ii.pdf
 
Thirunelveli call girls Tamil escorts 7877702510
Thirunelveli call girls Tamil escorts 7877702510Thirunelveli call girls Tamil escorts 7877702510
Thirunelveli call girls Tamil escorts 7877702510
 
AWS Data Engineer Associate (DEA-C01) Exam Dumps 2024.pdf
AWS Data Engineer Associate (DEA-C01) Exam Dumps 2024.pdfAWS Data Engineer Associate (DEA-C01) Exam Dumps 2024.pdf
AWS Data Engineer Associate (DEA-C01) Exam Dumps 2024.pdf
 
Dreaming Marissa Sánchez Music Video Treatment
Dreaming Marissa Sánchez Music Video TreatmentDreaming Marissa Sánchez Music Video Treatment
Dreaming Marissa Sánchez Music Video Treatment
 
ICT role in 21st century education and it's challenges.pdf
ICT role in 21st century education and it's challenges.pdfICT role in 21st century education and it's challenges.pdf
ICT role in 21st century education and it's challenges.pdf
 
If this Giant Must Walk: A Manifesto for a New Nigeria
If this Giant Must Walk: A Manifesto for a New NigeriaIf this Giant Must Walk: A Manifesto for a New Nigeria
If this Giant Must Walk: A Manifesto for a New Nigeria
 
Uncommon Grace The Autobiography of Isaac Folorunso
Uncommon Grace The Autobiography of Isaac FolorunsoUncommon Grace The Autobiography of Isaac Folorunso
Uncommon Grace The Autobiography of Isaac Folorunso
 
lONG QUESTION ANSWER PAKISTAN STUDIES10.
lONG QUESTION ANSWER PAKISTAN STUDIES10.lONG QUESTION ANSWER PAKISTAN STUDIES10.
lONG QUESTION ANSWER PAKISTAN STUDIES10.
 
My Presentation "In Your Hands" by Halle Bailey
My Presentation "In Your Hands" by Halle BaileyMy Presentation "In Your Hands" by Halle Bailey
My Presentation "In Your Hands" by Halle Bailey
 
Report Writing Webinar Training
Report Writing Webinar TrainingReport Writing Webinar Training
Report Writing Webinar Training
 
Digital collaboration with Microsoft 365 as extension of Drupal
Digital collaboration with Microsoft 365 as extension of DrupalDigital collaboration with Microsoft 365 as extension of Drupal
Digital collaboration with Microsoft 365 as extension of Drupal
 
Chiulli_Aurora_Oman_Raffaele_Beowulf.pptx
Chiulli_Aurora_Oman_Raffaele_Beowulf.pptxChiulli_Aurora_Oman_Raffaele_Beowulf.pptx
Chiulli_Aurora_Oman_Raffaele_Beowulf.pptx
 
Sector 62, Noida Call girls :8448380779 Noida Escorts | 100% verified
Sector 62, Noida Call girls :8448380779 Noida Escorts | 100% verifiedSector 62, Noida Call girls :8448380779 Noida Escorts | 100% verified
Sector 62, Noida Call girls :8448380779 Noida Escorts | 100% verified
 
Busty Desi⚡Call Girls in Sector 51 Noida Escorts >༒8448380779 Escort Service-...
Busty Desi⚡Call Girls in Sector 51 Noida Escorts >༒8448380779 Escort Service-...Busty Desi⚡Call Girls in Sector 51 Noida Escorts >༒8448380779 Escort Service-...
Busty Desi⚡Call Girls in Sector 51 Noida Escorts >༒8448380779 Escort Service-...
 
Aesthetic Colaba Mumbai Cst Call girls 📞 7738631006 Grant road Call Girls ❤️-...
Aesthetic Colaba Mumbai Cst Call girls 📞 7738631006 Grant road Call Girls ❤️-...Aesthetic Colaba Mumbai Cst Call girls 📞 7738631006 Grant road Call Girls ❤️-...
Aesthetic Colaba Mumbai Cst Call girls 📞 7738631006 Grant road Call Girls ❤️-...
 
Causes of poverty in France presentation.pptx
Causes of poverty in France presentation.pptxCauses of poverty in France presentation.pptx
Causes of poverty in France presentation.pptx
 
Bring back lost lover in USA, Canada ,Uk ,Australia ,London Lost Love Spell C...
Bring back lost lover in USA, Canada ,Uk ,Australia ,London Lost Love Spell C...Bring back lost lover in USA, Canada ,Uk ,Australia ,London Lost Love Spell C...
Bring back lost lover in USA, Canada ,Uk ,Australia ,London Lost Love Spell C...
 
Dreaming Music Video Treatment _ Project & Portfolio III
Dreaming Music Video Treatment _ Project & Portfolio IIIDreaming Music Video Treatment _ Project & Portfolio III
Dreaming Music Video Treatment _ Project & Portfolio III
 

Product Inclusion for More Inclusive Designs

  • 2. AGENDA  Overview  Product inclusion?  Definitions  Evolution over the past 10 years  Inclusive product development process  How to practice product inclusion  The Microsoft design toolkit  A snapshot into product inclusion  Dimensions of Product Inclusion  Biases in AI  Inclusive AI  Accessibility  Marketing  Privacy and inclusion  KeyTakeaways  Keys to success  What’s next?  Resources 2
  • 3.  What is product inclusion?  Definitions  Evolution over the past 10 years  Inclusive product development process  How to practice product inclusion  The Microsoft design toolkit  A snapshot into product inclusion OVERVIEW 3
  • 4. PRODUCT INCLUSION?  What: Applying an inclusive lens throughout the product development process.  Why: Help companies remain competitive and ensure they are meeting customers’ needs.  How: Address the diverse needs of current and future users; build for everyone, with everyone; and constantly test and improve for inclusion. 4
  • 5. The practice of applying an inclusive lens throughout the entire product design and development process Product Inclusion Product Inclusion A design methodology that enables and draws on the full range of human diversity. Inclusive Design Inclusive Design The qualities that make an experience open to all. AccessibilityAccessibility DEFINITIONS 5
  • 6. EVOLUTION OVERTHE LAST 10YEARS Adaptive 2020 T-Mobile introduces a $15 internet bundle in response to rising socio-economic issues Foundational 2016 Google Assistant is stress-tested to exclude insensitive language (<0.0002%) Reactive 2O11 Federal government replaces male dummies with smaller females for airbag tests 6
  • 7. Internal and external Consult diversity experts Product inclusion hackathon & sprint sessions Inclusive market research & focus groups IDEATION USER RESEARCH & DESIGN TESTINGMARKETING INCLUSIVE PRODUCT DEVELOPMENT PROCESS 7
  • 8. HOWTO PRACTICE PRODUCT INCLUSION User Impact Prioritize user insights Understand how the product fits in the user’s life Humanity Build empathy and compassion for people Stakeholder interviews and user experience Ask who, what, where, when, and why? Recognition Acknowledge that exclusion exists Design products with rather than for excluded users Embrace design as a remedy for societal mismatches Empathy Exclusion 8
  • 9. • RECOGNIZE EXCLUSION • LEARN FROM DIVERSITY • SOLVE FOR ONE, EXTEND TO MANY 9 Source: https://www.microsoft.com/design/inclusive/ THE MICROSOFT DESIGNTOOLKIT
  • 10. GOOGLE ASSISTANT: A PRODUCT INCLUSION STORY 10 INTEGRATING INCLUSION: GOOGLE CAMERA Source: https://www.youtube.com/user/acceleratewithgoogle A SNAPSHOT INTO PRODUCT INCLUSION https://www.youtube.com/watch?v=9cTtzIAfnFo&thttps://www.youtube.com/watch?v=DQ4Rugg1c44&t
  • 11.  Biases in AI  Inclusive AI  Accessibility  Marketing  Privacy and Inclusion DIMENSIONS OF PRODUCT INCLUSION 11
  • 12. • Data used to train machine learning models doesn’t represent the diversity of the customer base Dataset • Data used to train a model reinforces and multiplies a cultural bias Association • Automated decisions override social and cultural considerationsAutomation • Humans tamper with AI and create biased resultsInteraction • Oversimplified personalization makes biased assumptions for a group or an individual Confirmation Source: https://www.microsoft.com/design/inclusive/ BIASES IN ARTIFICIAL INTELLIGENCE 12
  • 13. INCLUSIVE ARTIFICIAL INTELLIGENCE AI makes assumptions based on learned behaviors Build a relationship between users and technology Human-centered design AI mirrors a narrow and privileged vision of society Build inclusive teams Foster Empathy Unintentional & alarming outcomes Empower users to continually train AI Build trust TECHNOLOGY DIVERSITY BIAS ACTION 13 SOLUTIONPROBLEM
  • 15. TOOLS • Recognize exclusion • Solve for one, extend to many METHOD Include and learn from people with a range of perspectives MINDSET Understand why and how people are excluded MARKETING An internal campaign to remind Google marketers that creating inclusive work requires breaking down stereotypes 15
  • 16. PRIVACY AND INCLUSION 16 Underrepresented groups • Excluded from datasets • Don’t trust the system Privacy-by-design • Reactive • Poor privacy controls • Convoluted user agreements Users reluctant to provide data Learned bias continues Datasets uniforms Remedies • Regular consent touchpoints • More autonomy • Compensation for data
  • 17.  Keys to success  What’s next?  Resources KEYTAKEWAYS 17
  • 18. KEYSTO SUCCESS Inclusion-by- design alleviates biases  Identify issues early on  Anticipate future problems  Make informed decisions Break down bias to: Identify where and how exclusion infects the system 18
  • 19. WHAT’S NEXT 64% of leaders see the business value of product inclusion, and yet, progress is slow overall. 1. How long does it take to get an inclusive product to market? 2. What is getting in the way of those who have not yet implemented their product inclusion strategies? 3. Can we design personalized content and experiences protecting the users’ data? 19
  • 21. “THERE IS DANGER IN A SINGLE STORY” CHIMANADA ADICHIE THANKYOU RACHIDA AMSAGHROU RAMSAGHROU@GMAIL.COM RACHIDA.AMSAGHROU.COM 21