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Digital
Transformation
70%
of all transformation projects fail
Source: McKinsey
What are the most common reasons for
digital transformation failure?
1. Lack of transformation goals & shared vision
2. No change management strategy
3. Internal resistance to change
4. Poor technology management
5. Misaligned prioritization
6. Lack of understanding customer expectations and needs
7. Inadequate skillsets and training
8. Lack of operation agility
9. Inadequate data and metrics strategy
10. Setting unrealistic expectations
Source: https://whatfix.com/blog/digital-transformation-failures/
Product Driven
Transformation
Source: https://thenicheguru.com/niche-marketing/product-led-growth-guide/
CUSTOMER
Learning Objectives
1. How to use data to improve the user experience and optimize
development effectiveness
2. How to minimizing the risk of developing products that do not meet
user needs
3. How to build leading and lagging indicator metrics that empower
data-driven decision-making
Improve User
Experience
Heinz spent 9 years and 185,000 hours redesigning the
ketchup bottle cap
It took 45 iterations
Sourcehttps://www.packworld.com/news/sustainability/article/22870868/thepackhub-heinz-nestl-and-better-battery-co-introduce-recycling-innovations#:~:text=It%20reportedly%20took%2045%20iterations,from%20the%20nearly%20emptied%20bottle.
User Research
Data Hypothesis Discovery Design Deliver
Web Analytics
360 View of the
Customer
Competitive
Regulations
How Might We?
Opportunity
Solution Tree
Customer Value
Proposition
Jobs-To-Be-Done
Interviews &
Focus Groups
Shadowing
Card Sorting
Survey
A/B Testing
Usability &
Prototype Testing
Cognitive
Walkthrough
User Flow
Analysis
Satisfaction
Survey
Feedback
monitoring
Source: https://www.enago.com/academy/qualitative-vs-quantitative-research/
Select The Right Type Of Research
Answer “Why?” question
Observation, symbol,
word, etc.
Observe and interpret
Non statistical analysis
Answer “how
many/much?” question
Number Statistical
Results
Measure and test
Statistical analysis
Qualitative Quantitative
Purpose
Data type
Approach
Analysis
Qualitative vs. Quantitative Research
Objectives Understand Something Conform or Test Something
Focus Exploring ideas or formulating
hypotheses/theories
Testing hypothesis or theories
Analysis Summarizing, categorizing,
interpreting
Math and Statistical Analysis
Expressed In Words Numbers, graphs, tables, fewer
words
Sample Size Few respondents Many respondents
Questions Open-ended Close-ended or multiple choice
Characterized by Understanding, context,
complexity, subjectivity
Testing, measurement, objectivity,
replicability
Source: https://www.scribbr.com/methodology/qualitative-quantitative-research/
Sharing = Influence
Source: https://thenicheguru.com/niche-marketing/product-led-growth-guide/
CUSTOMER
Optimize
Product
Velocity
Backlog + Speed = Agile
+ =
User Stories
Scrum
Feature Factory
No connection
from delivery to
value.
Success is binary
feature
deliveries.
Lack of product
strategy,
understanding of
customer
experience.
Large batches,
too big to fail.
Developing
shiny objects to
cover the lack of
value.
Source: https://productized.medium.com/productized-notes-moving-from-a-feature-factory-to-user-value-creation-organization-by-michael-5955b683f85c
What the
customer
expected
What we
delivered
Source: https://www.rocketsource.com/blog/a-product-led-growth-strategy-for-enterprise/
Design
Customer
Focus
A/B Testing
User Research
Market Research
HIPPO
Revenue & Market
Teams
Sales, Largest
Customer etc.
Siloed Objectives
Balance the focus back to the customer
Using Data
Source: https://www.slideshare.net/Productized/moving-from-a-feature-factory-to-user-value-creation-organization-by-michael-rutledge
Direction + Speed = Velocity
+ =
Customer Driven Product Metrics
Happiness Engagement Adoption Retention Task Success
Net Promoter Score
(NPS)
Customer
Satisfaction (CSAT)
Customer Support
Response Time
Daily or Monthly
Active Users
Session Duration
Feature Usage
Feature Adoption
Rate
User Onboarding
Completion Rate
New User Sign-up
Rate
User Churn Rate
User Retention Rate
Cohort Analysis
Task Completion
Rate
Error Rates
User Flow Analysis
Leading Indicators Lagging Indicators
Assess the current
state of the business
Predicts the future
conditions
Some metrics can be leading or lagging
based on your performance metrics
VS
Aligned business objectives to user metrics
Profit
Revenue
Operations
& Sales
Referrals
Speed to
Complete
Task Success
Product
Hypothesis
Cost
Product
Devlopment
Marketing
Growth
Retention
Customer
Satisfaction
Completion
Rate
Complaints
& Feedback
Lagging Indicators
Monthly/Quarterly Impact
Leading Indicators
Daily/Weekly Impact
Source: Page Up
Determine your success
metrics at the start!
The Product Corner: Maximizing Impact, Reducing Hours, and Accelerating Roadmaps with Data

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The Product Corner: Maximizing Impact, Reducing Hours, and Accelerating Roadmaps with Data

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  • 6. 70% of all transformation projects fail Source: McKinsey
  • 7. What are the most common reasons for digital transformation failure? 1. Lack of transformation goals & shared vision 2. No change management strategy 3. Internal resistance to change 4. Poor technology management 5. Misaligned prioritization 6. Lack of understanding customer expectations and needs 7. Inadequate skillsets and training 8. Lack of operation agility 9. Inadequate data and metrics strategy 10. Setting unrealistic expectations Source: https://whatfix.com/blog/digital-transformation-failures/
  • 10.
  • 11. Learning Objectives 1. How to use data to improve the user experience and optimize development effectiveness 2. How to minimizing the risk of developing products that do not meet user needs 3. How to build leading and lagging indicator metrics that empower data-driven decision-making
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  • 15. Heinz spent 9 years and 185,000 hours redesigning the ketchup bottle cap It took 45 iterations Sourcehttps://www.packworld.com/news/sustainability/article/22870868/thepackhub-heinz-nestl-and-better-battery-co-introduce-recycling-innovations#:~:text=It%20reportedly%20took%2045%20iterations,from%20the%20nearly%20emptied%20bottle.
  • 16. User Research Data Hypothesis Discovery Design Deliver Web Analytics 360 View of the Customer Competitive Regulations How Might We? Opportunity Solution Tree Customer Value Proposition Jobs-To-Be-Done Interviews & Focus Groups Shadowing Card Sorting Survey A/B Testing Usability & Prototype Testing Cognitive Walkthrough User Flow Analysis Satisfaction Survey Feedback monitoring
  • 18. Select The Right Type Of Research Answer “Why?” question Observation, symbol, word, etc. Observe and interpret Non statistical analysis Answer “how many/much?” question Number Statistical Results Measure and test Statistical analysis Qualitative Quantitative Purpose Data type Approach Analysis
  • 19. Qualitative vs. Quantitative Research Objectives Understand Something Conform or Test Something Focus Exploring ideas or formulating hypotheses/theories Testing hypothesis or theories Analysis Summarizing, categorizing, interpreting Math and Statistical Analysis Expressed In Words Numbers, graphs, tables, fewer words Sample Size Few respondents Many respondents Questions Open-ended Close-ended or multiple choice Characterized by Understanding, context, complexity, subjectivity Testing, measurement, objectivity, replicability Source: https://www.scribbr.com/methodology/qualitative-quantitative-research/
  • 23. Backlog + Speed = Agile + = User Stories Scrum
  • 24. Feature Factory No connection from delivery to value. Success is binary feature deliveries. Lack of product strategy, understanding of customer experience. Large batches, too big to fail. Developing shiny objects to cover the lack of value. Source: https://productized.medium.com/productized-notes-moving-from-a-feature-factory-to-user-value-creation-organization-by-michael-5955b683f85c
  • 29. A/B Testing User Research Market Research HIPPO Revenue & Market Teams Sales, Largest Customer etc. Siloed Objectives Balance the focus back to the customer Using Data Source: https://www.slideshare.net/Productized/moving-from-a-feature-factory-to-user-value-creation-organization-by-michael-rutledge
  • 30. Direction + Speed = Velocity + =
  • 31. Customer Driven Product Metrics Happiness Engagement Adoption Retention Task Success Net Promoter Score (NPS) Customer Satisfaction (CSAT) Customer Support Response Time Daily or Monthly Active Users Session Duration Feature Usage Feature Adoption Rate User Onboarding Completion Rate New User Sign-up Rate User Churn Rate User Retention Rate Cohort Analysis Task Completion Rate Error Rates User Flow Analysis
  • 32. Leading Indicators Lagging Indicators Assess the current state of the business Predicts the future conditions Some metrics can be leading or lagging based on your performance metrics VS
  • 33. Aligned business objectives to user metrics Profit Revenue Operations & Sales Referrals Speed to Complete Task Success Product Hypothesis Cost Product Devlopment Marketing Growth Retention Customer Satisfaction Completion Rate Complaints & Feedback Lagging Indicators Monthly/Quarterly Impact Leading Indicators Daily/Weekly Impact Source: Page Up