The document discusses an approach called "opti-pessimism" for product design. It involves designing for the best case scenario but building for the worst case. The speaker recommends leading with hard questions about potential negative impacts, exploring the human context through qualitative research, and designing experiences that can scale across devices and interruptions while preparing for errors. Opti-pessimism helps address the complex challenges of modern product design by considering both optimistic and pessimistic assumptions.
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[DEVit 360] Opti-pessimism: Design for the best case, build for the worst
1. OPTI-PESSIMISM:
DESIGN FOR THE BEST CASE,
BUILD FOR THE WORST
CHERYL PLATZ
OWNER, IDEAPLATZ
PRINCIPAL DESIGNER, MICROSOFT
TWITTER, MEDIUM: @MUPPETAPHRODITE
2. CHERYL PLATZ - @MUPPETAPHRODITE
Hello! I’m Cheryl Platz, a
designer with experience
across e-commerce, SaaS,
PaaS, and AI-powered
consumer products.
I’m here to share some of
the emerging trends I’m
seeing, and to encourage
you to reframe the way
you think about your
products.
18. SO HOW DO WE COPE?
GET OPTI-PESSIMISTIC.
Three techniques to apply to your product design process to consider
the best – AND worst – of what your product has to offer.
20. CHERYL PLATZ - @MUPPETAPHRODITE
How does
your product
fit into the
big picture?
How will this make the world BETTER?
• Does it include more people than other solutions?
• Does it solve a previously unsolved problem?
• Does it solve a problem in a uniquely beneficial way?
How will this make the world WORSE?
• Are we introducing useless noise into a customer’s life?
• Which customers might be excluded by our product?
• Are we manipulating customers or putting them at risk?
22. CHERYL PLATZ - @MUPPETAPHRODITE
What
happens if
our success is
not customer
success?
If we’re too successful, how could customers
be harmed?
• Addiction
• Stress
• Broken relationships
How will customers abuse our product?
• Impact of leaked data
• Malicious mob behaviors
• Out of context use
24. What is the
WORST CASE
impact our
product
could have?
This is no longer a quantity discussion.
It doesn’t matter if your worst case “only
happens occasionally”.
What matters is the proportional impact that
worst case has on a customer’s day or life.
Even if that’s just a single customer.
CHERYL PLATZ - @MUPPETAPHRODITE
27. According to two anonymous sources who talked to
Efrati, Uber's sensors did, in fact, detect Herzberg as
she crossed the street with her bicycle. Unfortunately,
the software classified her as a "false positive" and
decided it didn't need to stop for her.
Timothy B. Lee, regarding the fatal Uber autonomous car crash
ArsTechnica – May 7, 2018
CHERYL PLATZ - @MUPPETAPHRODITE
33. Higher stakes
demand greater
attention to the
context of use.
To answer some of those tough questions, it’s
more important than ever you get answers
from the source: your customers.
But the most successful products don’t start by
testing an idea.
They start by observing customers as they are,
and identifying real problems to solve.
CHERYL PLATZ - @MUPPETAPHRODITE
36. Surveys are the most dangerous research tool—
misunderstood and misused.
…Yeah, surveys are great because you can quantify the results.
But you have to ask, what are you quantifying? Is it an actual
quantity of something, e.g. how many, how often—or is it a
stealth quality like appeal, ease, or appropriateness, trying to
pass itself off as something measurable?
Erika Hall, Mule Design
“On Surveys”
CHERYL PLATZ - @MUPPETAPHRODITE
37. QUALITATIVE DATA
DOESN’T HAVE TO
BE SCARY.
If you can’t rely on surveys, what can you do? Qualitative data can help.
CHERYL PLATZ - @MUPPETAPHRODITE
38. CHERYL PLATZ - @MUPPETAPHRODITE
Consider adding
ethnography to
your toolkit.
Whether you conduct ethnographic
research on your own or work with an
outside company, the investment of time
and money may save you millions in
misdirected product work.
39. Six Sigma, Kaizan, Big Data or various and sundry other
innovation strategies start with the company’s needs. These
methods tend to have the company’s standpoint, not the
consumer’s.
Ethnography in the private sector starts from the
consumer’s standpoint and defines products, services and
marketing messages according to that standpoint.
Sam Ladner, PhD
Practical Ethnography: A Guide to Doing Ethnography in the Public Sector
CHERYL PLATZ - @MUPPETAPHRODITE
40. CHERYL PLATZ - @MUPPETAPHRODITE
Meet your
customers
where they are.
Investigate online diary study tools like
dscout, or online user research tools like
usertesting.com.
User Voice or even a Discord can also
help, but take care to make sure you’re
not introducing bias into the feedback.
46. CHERYL PLATZ - @MUPPETAPHRODITE
Inclusivity also
means asking the
right questions.
Tracking the wrong data about customers
can lead to erroneous or painful
assumptions.
Gender and pronouns alone are fraught
with risk and provide decreasing value.
What do you really NEED to know about
customers? Start there, and be judicious
about adding additional data.
48. Cheryl Platz - @muppetaphrodite
It’s time to
look beyond
the experience
on a single
device.
Traditional site architecture
Profile data is available everywhere, but task state is
stored in the UI layer on the device where it starts.
Telemetry is tracked in isolation.
Device-agnostic architecture
Customer state and telemetry data are stored in the
cloud and available on any device, just like profile data.
50. CHERYL PLATZ - @MUPPETAPHRODITE
Experience,
interrupted
We can no longer assume that our
customer experiences will span a single
session.
Build a system that can sustain
interruptions, and a system that doesn’t
inundate customers with its own
interruptions.
52. CHERYL PLATZ - @MUPPETAPHRODITE
Design an
experience that
can scale across
devices… with
opti-pessimism.
OPTIMISTIC ASSUMPTIONS
• Your customers will want to interact with you on a variety
of devices.
• You’ll be able to track customer behavior and learn from
it all the time
• You’ll want to scale beyond websites to voice,
conversation, augmented reality, and beyond
PESSIMISTIC ASSUMPTIONS
• Your core scenarios will be interrupted, and span devices
• Your telemetry won’t be useful for a long time
• Many of your customers won’t have access to emerging
tech
53. CHERYL PLATZ - @MUPPETAPHRODITE
Your customer’s
relationship with
your product is
more than just
first-run.
OPTIMISTIC ASSUMPTIONS
• Your customers will use your product long enough
that you’ll have the opportunity to teach them new
features over time.
• Your product will be so successful, your expert
customers will need help with scale.
PESSIMISTIC ASSUMPTIONS
• New customers won’t stay with you without a strong
onboarding story.
• Most of your customers will struggle with their first
few interactions.
54. CHERYLPLATZ-@MUPPETAPHRODITE
Design for AI requires
embracing uncertainty.
More attention must
be given to the error
experiences than the
desired outcome.
CHERYLPLATZ-@MUPPETAPHRODITE
55. CHERYL PLATZ - @MUPPETAPHRODITE
Embracing
uncertainty:
design for
natural
language
OPTIMISTIC:
• “Set a timer for 15 minutes.”
PESSIMISTIC:
• “Set a timer.”
• “Timer for <unintelligible>.”
• “Set a timer for cookies.”
• “Timer for 2 parsecs.”
• “Umm, can you, um, set a timer for um, 5 minutes?”
57. CHERYLPLATZ-@MUPPETAPHRODITE
Most AI can’t explain itself. We can’t predict its
behavior – we can only prepare to respond.
Image output from Google’s “Deep Dream” neural network
CHERYLPLATZ-@MUPPETAPHRODITE
59. CHERYL PLATZ - @MUPPETAPHRODITE
Re-evaluate your
product process. If you have access to designers:
• Engage design in pre-production on envisioning
exercises to explore impact.
• Consult design during system architecture to ensure
you’ve accounted for likely use cases.
• Make sure your process allows for reacting to
research feedback and emergent issues.
If you don’t have access to design:
• Work customer outreach and brainstorming aids
more deeply into your process
• Incorporate these techniques to help you cope with
increasingly complex products effectively.
60. 1.
LEAD WITH
THE HARD
QUESTIONS
• What is the primary customer problem we’re
solving?
• How do customers solve this problem today?
Are we really better, or just different?
• What’s the worst thing that could happen?
• What’s the riskiest part of this project?
• What are our blind spots?
• Is this product worth building?
CHERYL PLATZ - @MUPPETAPHRODITE
61. 2.
EXPLORE
THE HUMAN
CONTEXT
• What are the worst conditions under which
our product will be used?
• Where will the product be used?
• What devices will our customer prefer?
• What surrounds our customers during the
use of the product?
• How will our customers feel if we fail?
• Who are we excluding?
CHERYL PLATZ - @MUPPETAPHRODITE
62. CHERYL PLATZ - @MUPPETAPHRODITE
3.
DESIGN FOR
THE BEST
CASE, BUILD
FOR THE
WORST
Design for the best case
• Architect an experience that allows your customers to
interact with you on multiple platforms and devices.
• Think through long-term relationships with your
product over time – from Day 0 to Day 365 & beyond.
Build for the worst
• Assume your customers will get interrupted.
• Design for when your system gets it wrong.
• Create tools and processes that let you adapt to
emergent use cases and customer feedback.