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.

Theme Four Intro
Gold
Tuesday, June 6, 2023 • Enterprise UX 2023
Share the love for this talk
Theme Four Intro
Speakers: Uday Gajendar
Link:

Summary

The final session in this series, introduced by the speaker, shifts the focus to designing with data, building on earlier themes of systems thinking, IA, knowledge management, and AI/ML. Helen opens by connecting AI insights to collaborative work with data scientists, emphasizing augmenting humanity through rich data. Jenny and Will provide practical guidance on leveraging data visualization and product analytics in design through real-world case studies. To conclude, Jess and Todd address organizational metrics, the challenges of influence, and ethical considerations in using data at scale. The talk acknowledges the complexity and imperfections of working with data, aiming to equip designers with tools and mindsets to navigate this landscape with confidence and responsibility. Interaction continues via Slack discussions, ensuring active engagement with these substantial topics.

Key Insights

  • Designing with data requires balancing quantitative and qualitative inputs to improve user-centered decisions.

  • Collaborating closely with data scientists helps unlock complex insights from big, rich datasets.

  • Data visualization and product analytics are powerful tools that designers should use practically and systematically.

  • Real-world case studies reveal actionable lessons in integrating data into design workflows.

  • Organizational metrics management involves navigating influence dynamics and ethical challenges.

  • Imperfect and incomplete data presents common but manageable challenges in design decisions.

  • Engaging multiple types of data (quantitative, qualitative, generative, evaluative) enriches design outcomes.

  • Integrating AI and machine learning insights into data-driven design amplifies understanding and opportunities.

  • It is critical to maintain confidence and quality in design despite pressures and data complexity.

  • Open dialogues within design teams facilitate sharing perspectives and approaches to data challenges.

Notable Quotes

"Can you believe it? This is our fourth and final theme in this journey."

"Designing with data is about making sense of big data to instill confidence in our product decisions."

"I'm not talking about collaborating with a quirky Android from Star Trek, but real-world complex data."

"There's quantitative, qualitative, generative, evaluative data, and all sorts of methods like A/B testing."

"Dealing with imperfect and incomplete data amid pressure to deliver high-quality designs is not easy."

"Helen will bridge from AI and machine learning to how we engage with data scientists to augment humanity."

"Jenny and Will provide practical case studies on wielding data visualization and product analytics."

"Jess and Todd explore mastering organizational metrics while handling influence and ethics."

"This massive topic can be overwhelming, but there are perspectives and approaches that help."

"Keep up those discussions in Slack; there’s really good stuff happening there today."

Ask the Rosenbot
Rachel Posman
"Ask Me Anything" with Rachel Posman and John Calhoun, Authors of the Upcoming Rosenfeld Book, The Design Conductors
2024 • DesignOps 2024
Gold
Jen Crim
Culture, DIBS & Recruiting
2021 • Design at Scale 2021
Gold
Civic Design in 2022 (Videoconference)
2022 • Civic Design Community
Alla Weinberg
Design Teams Need Psychological Safety: Here’s How to Create It
2022 • DesignOps Summit 2022
Gold
Kat Vellos
Opener: The Other L Word
2024 • DesignOps Summit 2020
Gold
Johanna Kollmann
Insights-Driven Product Strategy: Get your Research to Count
2022 • Design in Product 2022
Gold
Craig Villamor
Design Systems for Ethical Design (Videoconference)
2023 • Enterprise Community
Sam Proulx
To Boldly Go: The New Frontiers of Accessibility
2022 • Design at Scale 2022
Gold
Bria Alexander
Opening Remarks
2023 • Advancing Research 2023
Gold
Russ Unger
Getting Out from Under Everyone: How to Escape the Paralysis of Getting Started
2016 • Enterprise UX 2016
Gold
Rich Mironov
How Can Product Managers and UXers Help Each Other (and Why are Product Folks so Annoying Sometimes)?
2022 • Design in Product 2022
Gold
Stephen Anderson
Puzzled? How to Coordinate Humans for Complex Challenges
2021 • Enterprise Community
Frances Yllana
Theme 2 Intro
2024 • DesignOps 2024
Gold
Samuel Proulx
Invisible barriers: Why accessible service design can’t be an afterthought
2024 • Advancing Service Design 2024
Gold
Louis Rosenfeld
Coffee with Lou (Videoconference)
2024 • Rosenfeld Community
Marc Fonteijn
Increase your confidence, influence, and impact (through a Professional Community)
2024 • Advancing Service Design 2024
Gold

More Videos

Jennifer Kanyamibwa

"If you really want to build culture and see how people cross collaborate, try to make lunch with your entire team every single week."

Jennifer Kanyamibwa

Creating the Blueprint: Growing and Building Design Teams

November 8, 2018

Brigette Metzler

"There’s a tension between immediate evaluative research and more durable insights for future use."

Brigette Metzler Dana Chrisfield

Research Repositories: A global project by the ResearchOps Community (Videoconference)

August 27, 2020

Carl Turner

"The project team gradually realized they were in charge of their own process and could get work done."

Carl Turner

You Can Do This: Understand and Solve Organizational Problems to Jumpstart a Dead Project

March 28, 2023

John Mortimer

"If you want to bring dots closer together, you have to constantly notice how things change in the moment."

John Mortimer Milan Guenther Lucy Ellis Patrick Quattlebaum

Panel Discussion

December 3, 2024

Dante Guintu

"My superpower is to connect the dots between people, places, ideas, and opportunities."

Dante Guintu

How to Crush the Talent Crunch

September 8, 2022

Richard Buchanan

"Intuition is the ability to see a connection so important that you could build a system out of it."

Richard Buchanan

Creativity and Principles in the Flourishing Enterprise

June 15, 2018

Dan Willis

"Many of us have worked as outsiders, insiders, and then outsiders again throughout our careers."

Dan Willis

Theme 3: Intro

January 8, 2024

Dan Ward

"Failure is only the beginning."

Dan Ward

Failure Friday #1 with Dan Ward

February 7, 2025

Chris Geison

"Participatory research always seems like something you’re either doing or not doing—but more often than not, not doing."

Chris Geison

Theme Two Intro

March 28, 2023