SlideShare a Scribd company logo
1 of 15
Download to read offline
EDT Hortolândia
Chapter Stage
Synthesis
Renner Modafares Pereira
August 19
Enterprise Design Thinking – Hortolândia Chapter Stage August 19
The process of synthesis
Synthesizing research
doesn’t happen
overnight, but the results
are well worth the effort.
Enterprise Design Thinking – Hortolândia Chapter Stage August 19
Synthesis: Where are we in the loop?
MakeReflectObserve
Enterprise Design Thinking – Hortolândia Chapter Stage August 19
Synthesis: Where are we in the loop?
MakeReflectObserve
Align your team
Plan your work
Synthesize
research
Test your ideas
Gather user data
Test your ideas
Generate new ideas
Plan your work
Test your ideas
Enterprise Design Thinking – Hortolândia Chapter Stage August 19
Synthesis: Where are we in the loop?
MakeReflectObserve
Assumptions & Questions
Daily Syncs
Feedback Grid
Hills
As-Is Scenario
Empathy Map
Needs Statement
Stakeholder Map
Five Whys
Hopes and Fears
Playbacks
Prioritization Grid
Research Plan
Retrospectives
Cognitive Walkthrough
Contextual Inquiry
Interviews
Big Ideas
Vignettes (Ideation)
Experience-Based
Roadmap
Paper Prototypes
Storyboards
To-Be Scenario
User Stories
Wireframe
Enterprise Design Thinking – Hortolândia Chapter Stage August 19
Learning the language
Findings:
Surface-level facts learned during your research, such as “6 out of 10
people clicked on the correct button.” Findings are things you can
observe. Pain points are examples of observed findings.
Synthesis:
The act of sifting through raw research data—interview notes,
recordings, survey results, and more—to find themes and patterns.
Insights:
Underlying themes discovered through synthesis. They capture the
“why” behind your findings. Insights might describe the reason a group
of users act a certain way. They are actionable and inform decision-
making.
Enterprise Design Thinking – Hortolândia Chapter Stage August 19
So, how can we synthesize?
Clustering your findings
Enterprise Design Thinking – Hortolândia Chapter Stage August 19
Organizing findings into clusters
• A cluster is a collection of objects which are
“similar” between them and are “dissimilar” to
the objects belonging to other clusters.
• Clustering is the process of organizing objects into
groups whose members are similar in some way.
• The goal of clustering is to determine the internal
grouping in a set of unlabeled data.
Source: “Unsupervised Learning and Data Clustering”, Sanatan Mishra, 2017
Enterprise Design Thinking – Hortolândia Chapter Stage August 19
What constitutes a good clustering?
•There is no absolute “best” criterion
which would be independent of the final
aim of the clustering.
•It’s the user who should supply this
criterion, in such a way that the result of
the clustering will suit their needs.
Source: “Unsupervised Learning and Data Clustering”, Sanatan Mishra, 2017
Enterprise Design Thinking – Hortolândia Chapter Stage August 19
Is there a best method to clustering data?
•There are lots of ways to display and
organize the data you collect to find
patterns. The approach you pick will vary
on your time, interest, and skillset, but
any of them can help you unearth new
and different insights.
•Let’s explore four common methods.
Enterprise Design Thinking – Hortolândia Chapter Stage August 19
Affinity Map
Goal: Group similar
research findings to
reveal common
themes.
How: Cluster the
sticky notes and
name the clusters
Two-by-two Matrix
Goal: Use this approach
when your data reveals
two spectrums of
categories or themes.
How: Draw the two
spectrums as intersecting
lines and map your data
into the four quadrants to
uncover new meaning.
Decision Tree
Goal: Show a process and
highlight key decision
points by organizing your
data into a user journey.
How: Highlight pain points
and moments of
opportunity along the
journey.
Venn Diagram
Goal: Uncover similarities
and differences across
multiple categories.
How: Start with similar
clusters, and see how
they overlap.
Enterprise Design Thinking – Hortolândia Chapter Stage August 19
Take care of information overload
• Avoid the “analysis
paralysis” of being
stuck between
Observe and
Reflect by only
collecting as much
data as you have
time to synthesize. Observe Reflect Make
Analysis
Paralysis
Enterprise Design Thinking – Hortolândia Chapter Stage August 19
Moving forward with actionable insights
With meaningful insights in hands,
you will be able to:
▪Write drafts of Hills
▪Write needs statements
for your users
▪Make a prototype
▪Make a persona
▪And so on…
Enterprise Design Thinking – Hortolândia Chapter Stage August 19
Lesson almost completed!
•Complete this lesson accessing Enterprise
Design Thinking – Co-Creator course.
Thank you!

More Related Content

Similar to Chapter stage: Skillset - Synthesis

Convergent divergent thinking & wireframeprototyping
Convergent divergent thinking & wireframeprototypingConvergent divergent thinking & wireframeprototyping
Convergent divergent thinking & wireframeprototypingPriyanka Rana
 
WRFY Navigating Strategic Possibilities and Crystallising - 3 February 2017
WRFY Navigating Strategic Possibilities and Crystallising - 3 February 2017WRFY Navigating Strategic Possibilities and Crystallising - 3 February 2017
WRFY Navigating Strategic Possibilities and Crystallising - 3 February 2017Chanel Witbooi
 
Design and Data Processes  Unified -  3rd Corner View
Design and Data Processes  Unified -  3rd Corner ViewDesign and Data Processes  Unified -  3rd Corner View
Design and Data Processes  Unified -  3rd Corner ViewJulian Jordan
 
Design Science and Solution Architecture
Design Science and Solution ArchitectureDesign Science and Solution Architecture
Design Science and Solution ArchitectureAlan McSweeney
 
Concept Design
Concept DesignConcept Design
Concept DesignCIIDslides
 
KPIS in Context - Stephanie Lawrence, Randy Clinton - REcon 18
KPIS in Context - Stephanie Lawrence, Randy Clinton - REcon 18KPIS in Context - Stephanie Lawrence, Randy Clinton - REcon 18
KPIS in Context - Stephanie Lawrence, Randy Clinton - REcon 18UX INXS
 
Research methodology concept
Research methodology conceptResearch methodology concept
Research methodology conceptkitturashmikittu
 
Field Research at the Speed of Business
Field Research at the Speed of BusinessField Research at the Speed of Business
Field Research at the Speed of BusinessPaul Sherman
 
ClickZ Live: Smart Analytics
ClickZ Live: Smart AnalyticsClickZ Live: Smart Analytics
ClickZ Live: Smart AnalyticsKristin Low
 
SMART Seminar Series: Learning Journeys – Making learning visible in developi...
SMART Seminar Series: Learning Journeys – Making learning visible in developi...SMART Seminar Series: Learning Journeys – Making learning visible in developi...
SMART Seminar Series: Learning Journeys – Making learning visible in developi...SMART Infrastructure Facility
 
Mind Mapping: A Visual Approach to Organize Ideas and Thoughts
Mind Mapping: A Visual Approach to Organize Ideas and ThoughtsMind Mapping: A Visual Approach to Organize Ideas and Thoughts
Mind Mapping: A Visual Approach to Organize Ideas and ThoughtsCIToolkit
 
The right path to making search relevant - Taxonomy Bootcamp London 2019
The right path to making search relevant  - Taxonomy Bootcamp London 2019The right path to making search relevant  - Taxonomy Bootcamp London 2019
The right path to making search relevant - Taxonomy Bootcamp London 2019OpenSource Connections
 
SharePoint "Moneyball" - The Art and Science of Winning the SharePoint Metric...
SharePoint "Moneyball" - The Art and Science of Winning the SharePoint Metric...SharePoint "Moneyball" - The Art and Science of Winning the SharePoint Metric...
SharePoint "Moneyball" - The Art and Science of Winning the SharePoint Metric...Susan Hanley
 
Success Through an Actionable Data Science Stack
Success Through an Actionable Data Science StackSuccess Through an Actionable Data Science Stack
Success Through an Actionable Data Science StackDomino Data Lab
 
Big Data LA 2016: Backstage to a Data Driven Culture
Big Data LA 2016: Backstage to a Data Driven CultureBig Data LA 2016: Backstage to a Data Driven Culture
Big Data LA 2016: Backstage to a Data Driven CulturePauline Chow
 
Data fluency for the 21st century
Data fluency for the 21st centuryData fluency for the 21st century
Data fluency for the 21st centuryMartinFrigaard
 

Similar to Chapter stage: Skillset - Synthesis (20)

Convergent divergent thinking & wireframeprototyping
Convergent divergent thinking & wireframeprototypingConvergent divergent thinking & wireframeprototyping
Convergent divergent thinking & wireframeprototyping
 
WRFY Navigating Strategic Possibilities and Crystallising - 3 February 2017
WRFY Navigating Strategic Possibilities and Crystallising - 3 February 2017WRFY Navigating Strategic Possibilities and Crystallising - 3 February 2017
WRFY Navigating Strategic Possibilities and Crystallising - 3 February 2017
 
Design and Data Processes  Unified -  3rd Corner View
Design and Data Processes  Unified -  3rd Corner ViewDesign and Data Processes  Unified -  3rd Corner View
Design and Data Processes  Unified -  3rd Corner View
 
Design Science and Solution Architecture
Design Science and Solution ArchitectureDesign Science and Solution Architecture
Design Science and Solution Architecture
 
Concept Design
Concept DesignConcept Design
Concept Design
 
KPIS in Context - Stephanie Lawrence, Randy Clinton - REcon 18
KPIS in Context - Stephanie Lawrence, Randy Clinton - REcon 18KPIS in Context - Stephanie Lawrence, Randy Clinton - REcon 18
KPIS in Context - Stephanie Lawrence, Randy Clinton - REcon 18
 
Research methodology concept
Research methodology conceptResearch methodology concept
Research methodology concept
 
RD2S_algorithm
RD2S_algorithmRD2S_algorithm
RD2S_algorithm
 
Field Research at the Speed of Business
Field Research at the Speed of BusinessField Research at the Speed of Business
Field Research at the Speed of Business
 
ClickZ Live: Smart Analytics
ClickZ Live: Smart AnalyticsClickZ Live: Smart Analytics
ClickZ Live: Smart Analytics
 
SMART Seminar Series: Learning Journeys – Making learning visible in developi...
SMART Seminar Series: Learning Journeys – Making learning visible in developi...SMART Seminar Series: Learning Journeys – Making learning visible in developi...
SMART Seminar Series: Learning Journeys – Making learning visible in developi...
 
Mind Mapping: A Visual Approach to Organize Ideas and Thoughts
Mind Mapping: A Visual Approach to Organize Ideas and ThoughtsMind Mapping: A Visual Approach to Organize Ideas and Thoughts
Mind Mapping: A Visual Approach to Organize Ideas and Thoughts
 
The right path to making search relevant - Taxonomy Bootcamp London 2019
The right path to making search relevant  - Taxonomy Bootcamp London 2019The right path to making search relevant  - Taxonomy Bootcamp London 2019
The right path to making search relevant - Taxonomy Bootcamp London 2019
 
SharePoint "Moneyball" - The Art and Science of Winning the SharePoint Metric...
SharePoint "Moneyball" - The Art and Science of Winning the SharePoint Metric...SharePoint "Moneyball" - The Art and Science of Winning the SharePoint Metric...
SharePoint "Moneyball" - The Art and Science of Winning the SharePoint Metric...
 
Mastery
Mastery Mastery
Mastery
 
Visual analytics
Visual analyticsVisual analytics
Visual analytics
 
Research for retail aspirants
Research for retail aspirantsResearch for retail aspirants
Research for retail aspirants
 
Success Through an Actionable Data Science Stack
Success Through an Actionable Data Science StackSuccess Through an Actionable Data Science Stack
Success Through an Actionable Data Science Stack
 
Big Data LA 2016: Backstage to a Data Driven Culture
Big Data LA 2016: Backstage to a Data Driven CultureBig Data LA 2016: Backstage to a Data Driven Culture
Big Data LA 2016: Backstage to a Data Driven Culture
 
Data fluency for the 21st century
Data fluency for the 21st centuryData fluency for the 21st century
Data fluency for the 21st century
 

More from Renner Modafares

Inovar é preciso, e é para todos - Live Covid-19 Agosto/2020
Inovar é preciso, e é para todos - Live Covid-19 Agosto/2020Inovar é preciso, e é para todos - Live Covid-19 Agosto/2020
Inovar é preciso, e é para todos - Live Covid-19 Agosto/2020Renner Modafares
 
Chapter stage - Building and evaluating prototypes
Chapter stage - Building and evaluating prototypesChapter stage - Building and evaluating prototypes
Chapter stage - Building and evaluating prototypesRenner Modafares
 
Chapter stage - Exploring assumptions to understanding a DT case
Chapter stage - Exploring assumptions to understanding a DT caseChapter stage - Exploring assumptions to understanding a DT case
Chapter stage - Exploring assumptions to understanding a DT caseRenner Modafares
 
Design thinking e o processo criativo
Design thinking e o processo criativoDesign thinking e o processo criativo
Design thinking e o processo criativoRenner Modafares
 
Horto Chapter talks Exploring the 1-3-9 from Enterprise Design Thinking - The...
Horto Chapter talks Exploring the 1-3-9 from Enterprise Design Thinking - The...Horto Chapter talks Exploring the 1-3-9 from Enterprise Design Thinking - The...
Horto Chapter talks Exploring the 1-3-9 from Enterprise Design Thinking - The...Renner Modafares
 
Horto Chapter talks Exploring the 1-3-9 from Enterprise Design Thinking - T...
Horto Chapter talks   Exploring the 1-3-9 from Enterprise Design Thinking - T...Horto Chapter talks   Exploring the 1-3-9 from Enterprise Design Thinking - T...
Horto Chapter talks Exploring the 1-3-9 from Enterprise Design Thinking - T...Renner Modafares
 
Horto Chapter Talks - Assertive and Nonviolent Communication
Horto Chapter Talks - Assertive and Nonviolent CommunicationHorto Chapter Talks - Assertive and Nonviolent Communication
Horto Chapter Talks - Assertive and Nonviolent CommunicationRenner Modafares
 

More from Renner Modafares (7)

Inovar é preciso, e é para todos - Live Covid-19 Agosto/2020
Inovar é preciso, e é para todos - Live Covid-19 Agosto/2020Inovar é preciso, e é para todos - Live Covid-19 Agosto/2020
Inovar é preciso, e é para todos - Live Covid-19 Agosto/2020
 
Chapter stage - Building and evaluating prototypes
Chapter stage - Building and evaluating prototypesChapter stage - Building and evaluating prototypes
Chapter stage - Building and evaluating prototypes
 
Chapter stage - Exploring assumptions to understanding a DT case
Chapter stage - Exploring assumptions to understanding a DT caseChapter stage - Exploring assumptions to understanding a DT case
Chapter stage - Exploring assumptions to understanding a DT case
 
Design thinking e o processo criativo
Design thinking e o processo criativoDesign thinking e o processo criativo
Design thinking e o processo criativo
 
Horto Chapter talks Exploring the 1-3-9 from Enterprise Design Thinking - The...
Horto Chapter talks Exploring the 1-3-9 from Enterprise Design Thinking - The...Horto Chapter talks Exploring the 1-3-9 from Enterprise Design Thinking - The...
Horto Chapter talks Exploring the 1-3-9 from Enterprise Design Thinking - The...
 
Horto Chapter talks Exploring the 1-3-9 from Enterprise Design Thinking - T...
Horto Chapter talks   Exploring the 1-3-9 from Enterprise Design Thinking - T...Horto Chapter talks   Exploring the 1-3-9 from Enterprise Design Thinking - T...
Horto Chapter talks Exploring the 1-3-9 from Enterprise Design Thinking - T...
 
Horto Chapter Talks - Assertive and Nonviolent Communication
Horto Chapter Talks - Assertive and Nonviolent CommunicationHorto Chapter Talks - Assertive and Nonviolent Communication
Horto Chapter Talks - Assertive and Nonviolent Communication
 

Recently uploaded

Industrialised data - the key to AI success.pdf
Industrialised data - the key to AI success.pdfIndustrialised data - the key to AI success.pdf
Industrialised data - the key to AI success.pdfLars Albertsson
 
100-Concepts-of-AI by Anupama Kate .pptx
100-Concepts-of-AI by Anupama Kate .pptx100-Concepts-of-AI by Anupama Kate .pptx
100-Concepts-of-AI by Anupama Kate .pptxAnupama Kate
 
Brighton SEO | April 2024 | Data Storytelling
Brighton SEO | April 2024 | Data StorytellingBrighton SEO | April 2024 | Data Storytelling
Brighton SEO | April 2024 | Data StorytellingNeil Barnes
 
CebaBaby dropshipping via API with DroFX.pptx
CebaBaby dropshipping via API with DroFX.pptxCebaBaby dropshipping via API with DroFX.pptx
CebaBaby dropshipping via API with DroFX.pptxolyaivanovalion
 
Generative AI on Enterprise Cloud with NiFi and Milvus
Generative AI on Enterprise Cloud with NiFi and MilvusGenerative AI on Enterprise Cloud with NiFi and Milvus
Generative AI on Enterprise Cloud with NiFi and MilvusTimothy Spann
 
Mature dropshipping via API with DroFx.pptx
Mature dropshipping via API with DroFx.pptxMature dropshipping via API with DroFx.pptx
Mature dropshipping via API with DroFx.pptxolyaivanovalion
 
VIP Call Girls in Amravati Aarohi 8250192130 Independent Escort Service Amravati
VIP Call Girls in Amravati Aarohi 8250192130 Independent Escort Service AmravatiVIP Call Girls in Amravati Aarohi 8250192130 Independent Escort Service Amravati
VIP Call Girls in Amravati Aarohi 8250192130 Independent Escort Service AmravatiSuhani Kapoor
 
B2 Creative Industry Response Evaluation.docx
B2 Creative Industry Response Evaluation.docxB2 Creative Industry Response Evaluation.docx
B2 Creative Industry Response Evaluation.docxStephen266013
 
Customer Service Analytics - Make Sense of All Your Data.pptx
Customer Service Analytics - Make Sense of All Your Data.pptxCustomer Service Analytics - Make Sense of All Your Data.pptx
Customer Service Analytics - Make Sense of All Your Data.pptxEmmanuel Dauda
 
VIP High Profile Call Girls Amravati Aarushi 8250192130 Independent Escort Se...
VIP High Profile Call Girls Amravati Aarushi 8250192130 Independent Escort Se...VIP High Profile Call Girls Amravati Aarushi 8250192130 Independent Escort Se...
VIP High Profile Call Girls Amravati Aarushi 8250192130 Independent Escort Se...Suhani Kapoor
 
Al Barsha Escorts $#$ O565212860 $#$ Escort Service In Al Barsha
Al Barsha Escorts $#$ O565212860 $#$ Escort Service In Al BarshaAl Barsha Escorts $#$ O565212860 $#$ Escort Service In Al Barsha
Al Barsha Escorts $#$ O565212860 $#$ Escort Service In Al BarshaAroojKhan71
 
Carero dropshipping via API with DroFx.pptx
Carero dropshipping via API with DroFx.pptxCarero dropshipping via API with DroFx.pptx
Carero dropshipping via API with DroFx.pptxolyaivanovalion
 
Kantar AI Summit- Under Embargo till Wednesday, 24th April 2024, 4 PM, IST.pdf
Kantar AI Summit- Under Embargo till Wednesday, 24th April 2024, 4 PM, IST.pdfKantar AI Summit- Under Embargo till Wednesday, 24th April 2024, 4 PM, IST.pdf
Kantar AI Summit- Under Embargo till Wednesday, 24th April 2024, 4 PM, IST.pdfSocial Samosa
 
Midocean dropshipping via API with DroFx
Midocean dropshipping via API with DroFxMidocean dropshipping via API with DroFx
Midocean dropshipping via API with DroFxolyaivanovalion
 
Dubai Call Girls Wifey O52&786472 Call Girls Dubai
Dubai Call Girls Wifey O52&786472 Call Girls DubaiDubai Call Girls Wifey O52&786472 Call Girls Dubai
Dubai Call Girls Wifey O52&786472 Call Girls Dubaihf8803863
 
FESE Capital Markets Fact Sheet 2024 Q1.pdf
FESE Capital Markets Fact Sheet 2024 Q1.pdfFESE Capital Markets Fact Sheet 2024 Q1.pdf
FESE Capital Markets Fact Sheet 2024 Q1.pdfMarinCaroMartnezBerg
 
April 2024 - Crypto Market Report's Analysis
April 2024 - Crypto Market Report's AnalysisApril 2024 - Crypto Market Report's Analysis
April 2024 - Crypto Market Report's Analysismanisha194592
 
BigBuy dropshipping via API with DroFx.pptx
BigBuy dropshipping via API with DroFx.pptxBigBuy dropshipping via API with DroFx.pptx
BigBuy dropshipping via API with DroFx.pptxolyaivanovalion
 
Ravak dropshipping via API with DroFx.pptx
Ravak dropshipping via API with DroFx.pptxRavak dropshipping via API with DroFx.pptx
Ravak dropshipping via API with DroFx.pptxolyaivanovalion
 
Invezz.com - Grow your wealth with trading signals
Invezz.com - Grow your wealth with trading signalsInvezz.com - Grow your wealth with trading signals
Invezz.com - Grow your wealth with trading signalsInvezz1
 

Recently uploaded (20)

Industrialised data - the key to AI success.pdf
Industrialised data - the key to AI success.pdfIndustrialised data - the key to AI success.pdf
Industrialised data - the key to AI success.pdf
 
100-Concepts-of-AI by Anupama Kate .pptx
100-Concepts-of-AI by Anupama Kate .pptx100-Concepts-of-AI by Anupama Kate .pptx
100-Concepts-of-AI by Anupama Kate .pptx
 
Brighton SEO | April 2024 | Data Storytelling
Brighton SEO | April 2024 | Data StorytellingBrighton SEO | April 2024 | Data Storytelling
Brighton SEO | April 2024 | Data Storytelling
 
CebaBaby dropshipping via API with DroFX.pptx
CebaBaby dropshipping via API with DroFX.pptxCebaBaby dropshipping via API with DroFX.pptx
CebaBaby dropshipping via API with DroFX.pptx
 
Generative AI on Enterprise Cloud with NiFi and Milvus
Generative AI on Enterprise Cloud with NiFi and MilvusGenerative AI on Enterprise Cloud with NiFi and Milvus
Generative AI on Enterprise Cloud with NiFi and Milvus
 
Mature dropshipping via API with DroFx.pptx
Mature dropshipping via API with DroFx.pptxMature dropshipping via API with DroFx.pptx
Mature dropshipping via API with DroFx.pptx
 
VIP Call Girls in Amravati Aarohi 8250192130 Independent Escort Service Amravati
VIP Call Girls in Amravati Aarohi 8250192130 Independent Escort Service AmravatiVIP Call Girls in Amravati Aarohi 8250192130 Independent Escort Service Amravati
VIP Call Girls in Amravati Aarohi 8250192130 Independent Escort Service Amravati
 
B2 Creative Industry Response Evaluation.docx
B2 Creative Industry Response Evaluation.docxB2 Creative Industry Response Evaluation.docx
B2 Creative Industry Response Evaluation.docx
 
Customer Service Analytics - Make Sense of All Your Data.pptx
Customer Service Analytics - Make Sense of All Your Data.pptxCustomer Service Analytics - Make Sense of All Your Data.pptx
Customer Service Analytics - Make Sense of All Your Data.pptx
 
VIP High Profile Call Girls Amravati Aarushi 8250192130 Independent Escort Se...
VIP High Profile Call Girls Amravati Aarushi 8250192130 Independent Escort Se...VIP High Profile Call Girls Amravati Aarushi 8250192130 Independent Escort Se...
VIP High Profile Call Girls Amravati Aarushi 8250192130 Independent Escort Se...
 
Al Barsha Escorts $#$ O565212860 $#$ Escort Service In Al Barsha
Al Barsha Escorts $#$ O565212860 $#$ Escort Service In Al BarshaAl Barsha Escorts $#$ O565212860 $#$ Escort Service In Al Barsha
Al Barsha Escorts $#$ O565212860 $#$ Escort Service In Al Barsha
 
Carero dropshipping via API with DroFx.pptx
Carero dropshipping via API with DroFx.pptxCarero dropshipping via API with DroFx.pptx
Carero dropshipping via API with DroFx.pptx
 
Kantar AI Summit- Under Embargo till Wednesday, 24th April 2024, 4 PM, IST.pdf
Kantar AI Summit- Under Embargo till Wednesday, 24th April 2024, 4 PM, IST.pdfKantar AI Summit- Under Embargo till Wednesday, 24th April 2024, 4 PM, IST.pdf
Kantar AI Summit- Under Embargo till Wednesday, 24th April 2024, 4 PM, IST.pdf
 
Midocean dropshipping via API with DroFx
Midocean dropshipping via API with DroFxMidocean dropshipping via API with DroFx
Midocean dropshipping via API with DroFx
 
Dubai Call Girls Wifey O52&786472 Call Girls Dubai
Dubai Call Girls Wifey O52&786472 Call Girls DubaiDubai Call Girls Wifey O52&786472 Call Girls Dubai
Dubai Call Girls Wifey O52&786472 Call Girls Dubai
 
FESE Capital Markets Fact Sheet 2024 Q1.pdf
FESE Capital Markets Fact Sheet 2024 Q1.pdfFESE Capital Markets Fact Sheet 2024 Q1.pdf
FESE Capital Markets Fact Sheet 2024 Q1.pdf
 
April 2024 - Crypto Market Report's Analysis
April 2024 - Crypto Market Report's AnalysisApril 2024 - Crypto Market Report's Analysis
April 2024 - Crypto Market Report's Analysis
 
BigBuy dropshipping via API with DroFx.pptx
BigBuy dropshipping via API with DroFx.pptxBigBuy dropshipping via API with DroFx.pptx
BigBuy dropshipping via API with DroFx.pptx
 
Ravak dropshipping via API with DroFx.pptx
Ravak dropshipping via API with DroFx.pptxRavak dropshipping via API with DroFx.pptx
Ravak dropshipping via API with DroFx.pptx
 
Invezz.com - Grow your wealth with trading signals
Invezz.com - Grow your wealth with trading signalsInvezz.com - Grow your wealth with trading signals
Invezz.com - Grow your wealth with trading signals
 

Chapter stage: Skillset - Synthesis

  • 2. Enterprise Design Thinking – Hortolândia Chapter Stage August 19 The process of synthesis Synthesizing research doesn’t happen overnight, but the results are well worth the effort.
  • 3. Enterprise Design Thinking – Hortolândia Chapter Stage August 19 Synthesis: Where are we in the loop? MakeReflectObserve
  • 4. Enterprise Design Thinking – Hortolândia Chapter Stage August 19 Synthesis: Where are we in the loop? MakeReflectObserve Align your team Plan your work Synthesize research Test your ideas Gather user data Test your ideas Generate new ideas Plan your work Test your ideas
  • 5. Enterprise Design Thinking – Hortolândia Chapter Stage August 19 Synthesis: Where are we in the loop? MakeReflectObserve Assumptions & Questions Daily Syncs Feedback Grid Hills As-Is Scenario Empathy Map Needs Statement Stakeholder Map Five Whys Hopes and Fears Playbacks Prioritization Grid Research Plan Retrospectives Cognitive Walkthrough Contextual Inquiry Interviews Big Ideas Vignettes (Ideation) Experience-Based Roadmap Paper Prototypes Storyboards To-Be Scenario User Stories Wireframe
  • 6. Enterprise Design Thinking – Hortolândia Chapter Stage August 19 Learning the language Findings: Surface-level facts learned during your research, such as “6 out of 10 people clicked on the correct button.” Findings are things you can observe. Pain points are examples of observed findings. Synthesis: The act of sifting through raw research data—interview notes, recordings, survey results, and more—to find themes and patterns. Insights: Underlying themes discovered through synthesis. They capture the “why” behind your findings. Insights might describe the reason a group of users act a certain way. They are actionable and inform decision- making.
  • 7. Enterprise Design Thinking – Hortolândia Chapter Stage August 19 So, how can we synthesize? Clustering your findings
  • 8. Enterprise Design Thinking – Hortolândia Chapter Stage August 19 Organizing findings into clusters • A cluster is a collection of objects which are “similar” between them and are “dissimilar” to the objects belonging to other clusters. • Clustering is the process of organizing objects into groups whose members are similar in some way. • The goal of clustering is to determine the internal grouping in a set of unlabeled data. Source: “Unsupervised Learning and Data Clustering”, Sanatan Mishra, 2017
  • 9. Enterprise Design Thinking – Hortolândia Chapter Stage August 19 What constitutes a good clustering? •There is no absolute “best” criterion which would be independent of the final aim of the clustering. •It’s the user who should supply this criterion, in such a way that the result of the clustering will suit their needs. Source: “Unsupervised Learning and Data Clustering”, Sanatan Mishra, 2017
  • 10. Enterprise Design Thinking – Hortolândia Chapter Stage August 19 Is there a best method to clustering data? •There are lots of ways to display and organize the data you collect to find patterns. The approach you pick will vary on your time, interest, and skillset, but any of them can help you unearth new and different insights. •Let’s explore four common methods.
  • 11. Enterprise Design Thinking – Hortolândia Chapter Stage August 19 Affinity Map Goal: Group similar research findings to reveal common themes. How: Cluster the sticky notes and name the clusters Two-by-two Matrix Goal: Use this approach when your data reveals two spectrums of categories or themes. How: Draw the two spectrums as intersecting lines and map your data into the four quadrants to uncover new meaning. Decision Tree Goal: Show a process and highlight key decision points by organizing your data into a user journey. How: Highlight pain points and moments of opportunity along the journey. Venn Diagram Goal: Uncover similarities and differences across multiple categories. How: Start with similar clusters, and see how they overlap.
  • 12. Enterprise Design Thinking – Hortolândia Chapter Stage August 19 Take care of information overload • Avoid the “analysis paralysis” of being stuck between Observe and Reflect by only collecting as much data as you have time to synthesize. Observe Reflect Make Analysis Paralysis
  • 13. Enterprise Design Thinking – Hortolândia Chapter Stage August 19 Moving forward with actionable insights With meaningful insights in hands, you will be able to: ▪Write drafts of Hills ▪Write needs statements for your users ▪Make a prototype ▪Make a persona ▪And so on…
  • 14. Enterprise Design Thinking – Hortolândia Chapter Stage August 19 Lesson almost completed! •Complete this lesson accessing Enterprise Design Thinking – Co-Creator course.