Learning is the north star: service design for adaptive capacity
Summary
Key Insights
-
•
Organizations often fall into single-loop learning, trying harder rather than smarter, like Wiley Coyote repeating failed experiments without real reflection.
-
•
Complex adaptive systems, common in service design, defy traditional planning and KPI measurement due to their unpredictable, non-linear nature.
-
•
The Cynefin framework helps distinguish clear, complicated, complex, and chaotic systems, with complexity requiring emergent, reflective practices rather than fixed recipes.
-
•
Learning in complex systems is not merely acquiring knowledge but a shift in understanding that changes future actions, emphasizing adaptation.
-
•
Adaptive capacity is the ability of people, teams, or systems to sense change, learn from it, and respond effectively amidst uncertainty.
-
•
Service design techniques can build adaptive capacity at multiple scales—from small teams to enterprise-wide initiatives—by fostering sense-making and collaboration.
-
•
Traditional KPIs can create perverse incentives in complexity, favoring short-term fixes over long-term learning and experimentation.
-
•
Measuring learning involves tracking narrative changes, velocity of shared understanding, integration of new tools, participation diversity, and inquiry shifts rather than counting outputs.
-
•
Learning should be embedded as a daily practice through low-risk probes, experiments, and intentional curiosity rather than formal, large-scale pilots.
-
•
To cultivate a learning organization, model adaptive behavior yourself to become a magnet for like-minded collaborators, rather than trying to evangelize broadly from the outset.
Notable Quotes
"Wiley Coyote is the master of iteration but he never really gets much closer to his goal because he fails to learn."
"Iteration without reflection is not learning."
"Performance is about how effectively we translate experience into new understanding and turn that into wiser action."
"Complex systems are not chaos but non-deterministic due to interdependencies and autonomy within the system."
"In complex domains, best practice is past practice; what worked yesterday may not work today."
"Adaptive capacity is a fractal pattern visible at individual, team, organization, and societal levels."
"Our work as service designers is to help people see their own complex system more clearly, learn from conditions, and take the next right steps."
"Momentum over milestones. Track what's moving, not just what's finished."
"Make yourself the magnet. Be the person who models adaptive learning so others want to join."
"What would change if learning itself was not just a KPI but your North star metric?"
Or choose a question:
More Videos
"Treat unemployment as a full-time job; be relentless and turn over every stone to improve your chances."
Corey LongHiring in DesignOps: A Critical Study on How to Hire and Get Hired
September 23, 2024
"I see designers fall back on being the defender of the user like a union boss, but that’s not your only responsibility."
Gretchen AndersonScaling the Human Center
June 8, 2017
"We create the constraints that bring out the best from design teams. We are the enablers of weird."
Lori Muszynski Peter MerholzKeeping Design Weird
October 2, 2023
"Remote testing helps get closer to real-world results because users are in environments customized for them."
Sam ProulxSUS: A System Unusable for Twenty Percent of the Population
June 9, 2021
"Building more ethical, responsible, and humanistic forms of technologies requires diverse and interdisciplinary conversations."
Prayag Narula Rida QadriHCI 2.0: Humanity Deserves the Attention that UX Research has to Offer
March 28, 2023
"Not everything that is faced can be changed, but nothing can be changed until it is faced."
Deanna SmithLeading Change with Confidence: Strategies for Optimizing Your Process
September 23, 2024
"You need a thoughtful operation managing your democratization program to keep it on track and adaptable."
Lija HoganDoing more with more: Lessons from the Front Lines of Democratization
March 9, 2022
"Accessibility is no longer considered something that someone else should do — it’s a first-party responsibility."
Sam ProulxTo Boldly Go: The New Frontiers of Accessibility
March 11, 2022
"You can also reach us quickly by going to help-desk-customer-service for any tech or support issues."
Bria AlexanderOpening Remarks
October 3, 2023