Data Exhaust and Personal Data: Learning from Consumer Products to Enhance Enterprise UX
Summary
In this talk, Sam, drawing from his ethnographic background and work with Microsoft, discusses the evolution and challenges of enterprise UX design. He references Shoshana Zuboff’s 1980s study of insurance clerks chained to desks by digitization, showing how technology can alienate and isolate workers by reducing social interaction. Sam emphasizes the unique sociological aspects of workplaces, where users resist tools they dislike and management styles (Theory X vs. Theory Y) deeply impact adoption and experience. Jonathan Gruden’s 25-year-old concerns about digital calendar adoption illustrate the tension between buyers and users in enterprise software. Sam stresses the importance of designing for users’ real work contexts and needs, not just customer buyers. He discusses the value of data exhaust—digital traces left by users—as a potential tool to empower individual productivity and well-being, citing examples like Microsoft Outlook’s social uses and Facebook’s early success with user-focused insights. He contrasts automating technologies that control workers with informing technologies that respect expertise, as seen in power plant operators’ software. Throughout, Sam calls for user-centered design that addresses workplace realities of stress, mistrust, and techno-overload to create tools that workers actually want, adopt, and benefit from.
Key Insights
-
•
Enterprise software historically prioritized buyers over users, causing poor adoption and alienation.
-
•
Digitization in workplaces can reduce valuable social interactions, leading to worker isolation.
-
•
Workers actively resist technologies they dislike, a behavior rooted in longstanding workplace sociology.
-
•
Theory X management, which assumes workers shirk work, still dominates and shapes enterprise UX.
-
•
Despite early skepticism, tools like digital calendars became widely adopted by shifting user benefit perceptions.
-
•
Data exhaust refers to the digital footprints users leave, which can be harnessed to empower users with personal insights.
-
•
Personal data is more valuable to individual users than aggregated big data used by management.
-
•
Social uses of enterprise tools, such as humorous meeting invites in Microsoft Outlook, increase adoption and productivity.
-
•
Informating technology supports user expertise and decision-making, unlike automating technology that enforces control.
-
•
Many enterprises still lack effective mobile apps, contributing to disjointed, stressful user experiences.
Notable Quotes
"Building Windows is like ordering pizza for a billion people—everyone is your user."
"The insurance clerks were chained to their desks, no longer making quick social pop-overs to colleagues."
"The quick pop over to check on a file actually leads to a whole bunch of ancillary benefits, like social bonds."
"Nobody’s going to use digital calendars because they’re just more work and no benefit."
"Workplaces are in trouble: only 13% of workers worldwide are actively engaged at work."
"One in four American workers actively distrust their employers, believing they lie regularly."
"If you’re a Theory X manager, you believe work is something people hate and must be controlled."
"Enterprise user experiences are often customer experiences, not user experiences."
"Users left data trails—data exhaust—that can actually inform and empower them if designed well."
"Zuboff called it informating technology—technology that serves users by providing insight, not just automating tasks."
Or choose a question:
More Videos
"There’s a new tech stack for software creation, all about cloud services and subscription-based business models."
Greg PetroffSoftware as Material—A Redux
June 6, 2023
"They walked. The locals were most likely right."
Brendan JarvisFraming Tomorrow by Questioning Today
June 8, 2022
"Achieving coherency across products leads to less training, fewer support calls, and more users successfully adopting products."
Prerna MakanawalaAchieving Balanced Design Consistency
June 9, 2021
"Thick data is the opposite of big data and essential for rescuing lost context."
Tricia WangFrom Users to Shapers of AI: The Future of Research
March 25, 2024
"Mastery is a core human motivator; people want to understand and feel competent in what they do."
Cheryl PlatzEmbrace Your Fun Factor: Game Development Best Practices for Product Design
January 9, 2026
"We heard a bit about understanding the power and privilege that we have as designers, how to wield it, but also how to yield it to others."
Ariel KennanTheme Two Intro
November 17, 2022
"How might we has become like a church—untouchable and sanctimonious instead of a flexible tool."
Tricia WangThe most popular design thinking strategy is BS
January 27, 2022
"We want to send fewer mailers but make them more impactful, using A/B testing to optimize open and click rates."
Kristin WisnewskiMeasuring What Matters
October 23, 2019
"Facilitating a shared understanding among everyone on product takes a lot of time."
Scott Jensen Sarah Delaney Carmen LiuShort Take #2: UX/Product Lessons from Your Industry Peers
December 6, 2022
