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Assumption Mapping &
Managing Uncertainty
@NUX Liverpool
@Kev_C_Murray
@SGSmallman
Purpose of this talk
Introduce assumption mapping
1. A technique for Agile thinking
2. Something you can do tomorrow
What is agile thinking?
1. Accept there are important things we don’t know yet
2. Respond to new information when it arrives
3. Focus on delivering an outcome
4. Work as a team
Digital projects are complex
1. Domain
2. Methodologies
3. Technology
4. People
Assumption mapping
Introduced by Jeff Gothelf as first step in the Lean UX
process
5
High Risk
Low Risk
Known Unknown
Uncertain
Certain
UrgentNot Urgent
Defer evaluation of non-urgent assumptions
uncertainty
urgency
Reduceuncertaintythroughanalysisoruserengagement
Requires further
validation
This is important,
we have evidence,
we’re ready to
invest in building
the feature
We have the
evidence, but we
don’t need to build
just yet
Uncertain, but we
don’t need to
validate just yet
9
10
11
The Challenge
The landlord of the Netherton
Arms in Bootle wants you to
build a new feature for their
existing website, which will
allow customers to reserve a
table online.
What are your assumptions?
The landlord of the Netherton
Arms in Bootle wants you to
build a new feature for their
existing website, which will
allow customers to reserve a
table online.
What are your assumptions?
• No such thing as a wrong
assumption
• Each assumption must begin
“we assume that……….”
• One assumption per post-it
• Work together and respect
each other
• Have fun
Task board
Inclusive Task Board
Inclusive Task Board
Epics /
Assumptions
Hypotheses Produce
test
User
research
Create
User
Story
High Def
design
In
Dev
Ready
for QA
In
QA
Ready for
Show
case
Done
Done
Backlog
Inclusive Task Board
Epics /
Assumptions
Assumptions
Hypotheses •We believe people want to see multi-
modal departures for each stop
•We believe that people want to see the
time of the next service and where it
departs from
•We believe that people want to see first
and last services and frequency
•We believe people want to see times
and calling points for a service
Design Studio
Design Studio
Wireframes
Prototype
G.O.O.B
Lab Testing
Insights?
Sense Making
Affinity Sorting
Team Playback
Showcase
Assumptions Hypotheses Design Test Create Test Insight
User Needs
Business Goals
Hunches
Assumption
- Mapping
Research
Qual / Quant
Personas
Questions
Sketches
Interaction
- Flow
Prototype
Wireframes
Affinity
Sorting
Playback
Lean UX process
Research
Real Users
Testing our hypotheses
1. A technique for Agile thinking?
2. Something you can do tomorrow?
Thank you

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