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Building a Data Culture
Isaac Souweine
Head of Product @ Frank & Oak
Presented to Startup Next, Montreal
March 23, 2015
Personal Intro
● Columbia (Religion)
● Scholastic
● INSEAD
● Yahoo
● Pollenizer
● Frank & Oak
This Talk
DATA AVAILABILITY
DATA CULTURE
AWESOME CO.
Part 1 - Data Availability
The F&O BI Stack (Simplified View)
CUSTOM ANALYSIS
VISUALIZATION + ANALYSIS
DATA WAREHOUSE
EVENT PROCESSING
EVENT TAGGING 
AUDIENCE ANALYTICSDATA
Making Data Availability Work
● Right tech
● Right people
● Right attitude
● Right execution
IF A USER CLICKS A BUTTON
BUT AN EVENT ISN’T
TRIGGERED, THEN DID THE
SERVER CALL GET MADE?
Part 2 - Data Culture
The 3 Pillars of Data Culture
1. A shared belief that a product experience can be
distilled into data points
2. Widespread agreement on what those data points
are and how they are computed
3. A company culture that puts those key data points
at the center of ALL decision making
Making Data Culture Work
● Data availability!!
● Less is more - OMTM
● Unit economics
● Cohorts are king
● Empower the end user
● Testing methodology
● Unified systems
● Data as a necessary condition
Data Culture in Practice
● Pull Dashboards
● Push Dashboards (email)
● Metrics reviews
● Vigorous debate
● Visual data culture (screens)
Example - Data Questions
● Which traffic sources deliver the best CAC?
● Which emails deliver the best CTR?
● Which version of the HC Join page converts best?
● How effective are modals in driving feature
adoption?
● Is the increased AOV for Select Crates cancelled
out by the higher return rate?
A final thought. . .
isaac@frankandoak.com
@sonofsarah

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Building Data Culture

  • 1. Building a Data Culture Isaac Souweine Head of Product @ Frank & Oak Presented to Startup Next, Montreal March 23, 2015
  • 2. Personal Intro ● Columbia (Religion) ● Scholastic ● INSEAD ● Yahoo ● Pollenizer ● Frank & Oak
  • 3. This Talk DATA AVAILABILITY DATA CULTURE AWESOME CO.
  • 4. Part 1 - Data Availability
  • 5. The F&O BI Stack (Simplified View) CUSTOM ANALYSIS VISUALIZATION + ANALYSIS DATA WAREHOUSE EVENT PROCESSING EVENT TAGGING AUDIENCE ANALYTICSDATA
  • 6. Making Data Availability Work ● Right tech ● Right people ● Right attitude ● Right execution
  • 7. IF A USER CLICKS A BUTTON BUT AN EVENT ISN’T TRIGGERED, THEN DID THE SERVER CALL GET MADE?
  • 8. Part 2 - Data Culture
  • 9. The 3 Pillars of Data Culture 1. A shared belief that a product experience can be distilled into data points 2. Widespread agreement on what those data points are and how they are computed 3. A company culture that puts those key data points at the center of ALL decision making
  • 10. Making Data Culture Work ● Data availability!! ● Less is more - OMTM ● Unit economics ● Cohorts are king ● Empower the end user ● Testing methodology ● Unified systems ● Data as a necessary condition
  • 11. Data Culture in Practice ● Pull Dashboards ● Push Dashboards (email) ● Metrics reviews ● Vigorous debate ● Visual data culture (screens)
  • 12. Example - Data Questions ● Which traffic sources deliver the best CAC? ● Which emails deliver the best CTR? ● Which version of the HC Join page converts best? ● How effective are modals in driving feature adoption? ● Is the increased AOV for Select Crates cancelled out by the higher return rate?