Handling Complexity: Framing a Scale of Design
Summary
Designing "at scale" assumes conceptual consensus on what the particular levels of that 'scale' actually are. In the last few years, UX professionals have specialized into UX researchers, product designers, service designers design strategists, etc. Nowadays, we're also witnessing the debut of a new term: "system designers". But do we really understand how these job titles and subthemes of UX fit within that scale of complexity in design? In this presentation, we'll introduce the basic levels of a scale of design, articulate how common UX job titles fit on the scale, and map how the work we commonly tackle in both research and design should also be informed by the scale of the problem we're addressing. We're also going to critique the (somewhat misguided) ways the current world of UX is handling the widespread growth in the complexity of our work.
Key Insights
-
•
Design complexity is best understood as a scale with multiple layers, from foundational theory to societal impact.
-
•
Traditional design scale models do not fully address the granularity required by modern design challenges.
-
•
Lower layers of design focus on artifact creation and micro-interactions, exemplified by practitioners like Aaron Draplin.
-
•
Product design is discipline-led and emphasizes precise, polished deliverables, while service design is multidisciplinary and tolerates imprecision.
-
•
Research quality decreases substantially at higher levels of the scale due to ambiguity and systemic complexity.
-
•
Designers must consider secondary users and the potential harm their designs may inflict beyond primary users.
-
•
Service design projects often span years and require broad organizational collaboration, including policy, business, and HR perspectives.
-
•
Systemic and ecosystem thinking is crucial for ethical design and to avoid commoditization of design and designers.
-
•
Organizational adoption of ecosystem-focused roles is increasing as companies recognize the need for system-level insights.
-
•
Operationalizing design at scale requires awareness of these layers, multidisciplinary teamwork, and evolving research approaches.
Notable Quotes
"While the majority of design happens in the lower half of this scale, we create gaps at the higher, systemic levels that we must address."
"Design projects in product design are led by designers, but in service design they are facilitated or co-facilitated by designers among many perspectives."
"If you see a system, you cannot unsee it — systemic awareness changes how you approach design."
"On lower layers, research spaces are limited and focused, while at higher layers, problem spaces are ambiguous and require holistic approaches."
"We tend to put the end user first, but we must also ask who we might be doing harm to beyond primary users."
"In product design, we answer questions to design; in service design, we ask the right questions to design."
"Many big companies now have roles related to ecosystem design like VP or senior managers of ecosystem."
"Service design projects often last two to three years and necessitate ongoing stakeholder collaboration."
"Focusing exclusively on design systems, sprints, and agile commoditizes design and reduces it to cookie-cutter processes."
"Being aware of the systemic lens is a big first step that changes how teams operate and design."
Or choose a question:
More Videos
"Who deals with chaos, ambiguity, and disruption best? It’s us, design operations humans."
Alnie FigueroaThe Future of Design Operations: Transforming Our Craft
September 10, 2025
"We are beginning to see cycles of history repeat themselves in accessibility, especially in gaming and AR/VR."
Sam ProulxTo Boldly Go: The New Frontiers of Accessibility
March 11, 2022
"Technology moves faster than policymaking — that’s the pacing problem we need to address."
Alexandra SchmidtWhy Ethics Can't Save Tech
November 18, 2022
"Participants want to take ownership of their stories and demand participatory, non-extractive, trauma-informed research methods."
Jemma Ahmed Megan Blocker Eduardo OrtizRedefining the research toolkit: Expanding methodologies for a changing world
March 12, 2025
"We have to shift from mechanistic linear thinking to complex systems thinking."
Ariel KennanCivic Design in 2022
January 13, 2022
"Research is too important to fail."
Jemma AhmedResearch at an inflection point: Adapting to a new era of collaboration, equity, and innovation
March 11, 2025
"Dashboards in the DP&M system let design leads visualize all screens, components, templates, and content types in context, identifying inconsistencies or opportunities."
Ellie Krysl Jon FukudaPlanned Right. Managed Right. Designed Right.
June 6, 2023
"Instead of rewarding owners of ideas, reward collaboration."
Cheryl PlatzCollaborative Creativity through Improv
November 7, 2018
"With LLMs, the product itself is no longer a dependent variable; experiences diverge per user."
Katie JohnsonDisrupting generative AI products with just-in-time consumer insights
June 4, 2024