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DOW JONES - conferences.oreilly.com · Co-lead, AI Center, Dow Jones [email protected] @alex_siegman WHO ARE WE? DOW JONES Consumer B2B. PROBLEMS WE WERE FACING Data Silos

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Page 1: DOW JONES - conferences.oreilly.com · Co-lead, AI Center, Dow Jones alex.siegman@dowjones.com @alex_siegman WHO ARE WE? DOW JONES Consumer B2B. PROBLEMS WE WERE FACING Data Silos
Page 2: DOW JONES - conferences.oreilly.com · Co-lead, AI Center, Dow Jones alex.siegman@dowjones.com @alex_siegman WHO ARE WE? DOW JONES Consumer B2B. PROBLEMS WE WERE FACING Data Silos

[email protected]

@kdawg2332

KABIR SETH

Operations, WSJ

Co-lead, AI Center, Dow Jones

ALEX SIEGMAN

AI Technical Program Manager

Co-lead, AI Center, Dow Jones

[email protected]

@alex_siegman

WHO ARE WE?

Page 3: DOW JONES - conferences.oreilly.com · Co-lead, AI Center, Dow Jones alex.siegman@dowjones.com @alex_siegman WHO ARE WE? DOW JONES Consumer B2B. PROBLEMS WE WERE FACING Data Silos

DOW JONES

Consumer B2B

Page 4: DOW JONES - conferences.oreilly.com · Co-lead, AI Center, Dow Jones alex.siegman@dowjones.com @alex_siegman WHO ARE WE? DOW JONES Consumer B2B. PROBLEMS WE WERE FACING Data Silos

PROBLEMS WE WERE FACING

Data Silos

Cross-Organizational Communication

Duplicative Efforts

Unreasonable Expectations

Page 5: DOW JONES - conferences.oreilly.com · Co-lead, AI Center, Dow Jones alex.siegman@dowjones.com @alex_siegman WHO ARE WE? DOW JONES Consumer B2B. PROBLEMS WE WERE FACING Data Silos

OUR SOLUTION: THE AI CENTER

AI EDUCATION AI EVANGELISTS AI SPRINT

Page 6: DOW JONES - conferences.oreilly.com · Co-lead, AI Center, Dow Jones alex.siegman@dowjones.com @alex_siegman WHO ARE WE? DOW JONES Consumer B2B. PROBLEMS WE WERE FACING Data Silos

EDUCATION

Webinars

Guest Lecturers, Workshops

Internal Communications

Slack, Medium

Page 7: DOW JONES - conferences.oreilly.com · Co-lead, AI Center, Dow Jones alex.siegman@dowjones.com @alex_siegman WHO ARE WE? DOW JONES Consumer B2B. PROBLEMS WE WERE FACING Data Silos

EVANGELISM

23 unique business areas

Bi-weekly meetings

Guest speakers, workshops

‘AI Day’

Page 8: DOW JONES - conferences.oreilly.com · Co-lead, AI Center, Dow Jones alex.siegman@dowjones.com @alex_siegman WHO ARE WE? DOW JONES Consumer B2B. PROBLEMS WE WERE FACING Data Silos

AI SPRINT

Approximately 3 hours

Design Thinking-esque

All relevant stakeholders

‘Next 2 weeks’ approach

Page 9: DOW JONES - conferences.oreilly.com · Co-lead, AI Center, Dow Jones alex.siegman@dowjones.com @alex_siegman WHO ARE WE? DOW JONES Consumer B2B. PROBLEMS WE WERE FACING Data Silos

AGENDA

Session Objectives1:45 - 2:05

What is Design Thinking?

Focus, Empathize, Define

Defining

Ideating

Prototyping

Q&A

2:05 - 2:25

2:25 - 2:55

3:10 - 3:40

3:50 - 4:20

4:30 - 5:00

5:00 - 5:15

Page 10: DOW JONES - conferences.oreilly.com · Co-lead, AI Center, Dow Jones alex.siegman@dowjones.com @alex_siegman WHO ARE WE? DOW JONES Consumer B2B. PROBLEMS WE WERE FACING Data Silos

WHAT IS DESIGN THINKING?

FOCUS

EMPATHIZE

DEFINE

IDEATE

PROTOTYPE

TEST

Page 11: DOW JONES - conferences.oreilly.com · Co-lead, AI Center, Dow Jones alex.siegman@dowjones.com @alex_siegman WHO ARE WE? DOW JONES Consumer B2B. PROBLEMS WE WERE FACING Data Silos

CONVERGENCE & DIVERGENCE

Page 12: DOW JONES - conferences.oreilly.com · Co-lead, AI Center, Dow Jones alex.siegman@dowjones.com @alex_siegman WHO ARE WE? DOW JONES Consumer B2B. PROBLEMS WE WERE FACING Data Silos

DESIGN THINKING, EXEMPLIFIED

The students flew to Nepal to talk to hospital workers

and new mothers.

EMPATHY DEFINE IDEATE PROTOTYPE TEST

They realized the problem was not

the hospital incubators.

They came up with the idea of

an infant warmer that looks like a

sleeping bag,

They tried different types of

materials, and ways to expose

the face.

They took the prototype back to the people. It has now saved more than 50,000 lives.

Page 13: DOW JONES - conferences.oreilly.com · Co-lead, AI Center, Dow Jones alex.siegman@dowjones.com @alex_siegman WHO ARE WE? DOW JONES Consumer B2B. PROBLEMS WE WERE FACING Data Silos

THE CREATIVE MINDSET

Suspend judgement.

Avoid preconceptions.

Collaboration & ‘Yes, and’ approach.

Page 14: DOW JONES - conferences.oreilly.com · Co-lead, AI Center, Dow Jones alex.siegman@dowjones.com @alex_siegman WHO ARE WE? DOW JONES Consumer B2B. PROBLEMS WE WERE FACING Data Silos

AI WITHOUT DESIGN THINKING

60% of Big Data projects fail to become operationalized*

Design thinking can be a tool to shift mindsets

Page 15: DOW JONES - conferences.oreilly.com · Co-lead, AI Center, Dow Jones alex.siegman@dowjones.com @alex_siegman WHO ARE WE? DOW JONES Consumer B2B. PROBLEMS WE WERE FACING Data Silos

STEP 1 & 2: FOCUS, EMPATHIZE, AND DEFINE

FOCUS

EMPATHIZE

DEFINE

Page 16: DOW JONES - conferences.oreilly.com · Co-lead, AI Center, Dow Jones alex.siegman@dowjones.com @alex_siegman WHO ARE WE? DOW JONES Consumer B2B. PROBLEMS WE WERE FACING Data Silos

Customer Persona:

How do you categorize your customer with regards to others?

Customer Job:

What is your user trying to do? What is their objective? Their goal?

Customer Pain:

What is the problem your customer is facing? What is preventing them from meeting their objective and achieving

their goal?

Hospital >> Mothers To prevent premature deaths Distance to the hospital was too great

FOCUS, EMPATHIZE AND DEFINE: EXAMPLE

Page 17: DOW JONES - conferences.oreilly.com · Co-lead, AI Center, Dow Jones alex.siegman@dowjones.com @alex_siegman WHO ARE WE? DOW JONES Consumer B2B. PROBLEMS WE WERE FACING Data Silos

STEP 1 & 2: FOCUS, EMPATHIZE, AND DEFINE

FOCUS

EMPATHIZE

DEFINE

GROUPS OF [X]

20 MINUTES

(10 MINUTES PRESENTATIONS)

Page 18: DOW JONES - conferences.oreilly.com · Co-lead, AI Center, Dow Jones alex.siegman@dowjones.com @alex_siegman WHO ARE WE? DOW JONES Consumer B2B. PROBLEMS WE WERE FACING Data Silos

Customer Persona:

How do you categorize your customer with regards to others?

Customer Job:

What is your user trying to do? What is their objective? Their goal?

Customer Pain:

What is the problem your customer is facing? What is preventing them from meeting their objective and achieving

their goal?

Hospital >> Mothers To prevent premature deaths Distance to the hospital was too great

FOCUS, EMPATHIZE AND DEFINE: EXAMPLE

Page 19: DOW JONES - conferences.oreilly.com · Co-lead, AI Center, Dow Jones alex.siegman@dowjones.com @alex_siegman WHO ARE WE? DOW JONES Consumer B2B. PROBLEMS WE WERE FACING Data Silos

FOCUS, EMPATHIZE, AND DEFINE

PRESENT & DISCUSS FINDINGS

Page 20: DOW JONES - conferences.oreilly.com · Co-lead, AI Center, Dow Jones alex.siegman@dowjones.com @alex_siegman WHO ARE WE? DOW JONES Consumer B2B. PROBLEMS WE WERE FACING Data Silos

STEP 4: IDEATE

GROUPS OF [X]

20 MINUTES

(10 MINUTES FOR PRESENTATIONS)

IDEATE

Page 21: DOW JONES - conferences.oreilly.com · Co-lead, AI Center, Dow Jones alex.siegman@dowjones.com @alex_siegman WHO ARE WE? DOW JONES Consumer B2B. PROBLEMS WE WERE FACING Data Silos

CONVERGENCE & DIVERGENCE

Page 22: DOW JONES - conferences.oreilly.com · Co-lead, AI Center, Dow Jones alex.siegman@dowjones.com @alex_siegman WHO ARE WE? DOW JONES Consumer B2B. PROBLEMS WE WERE FACING Data Silos

IDEATE

GET CREATIVE: CRAZY EIGHTS

Page 23: DOW JONES - conferences.oreilly.com · Co-lead, AI Center, Dow Jones alex.siegman@dowjones.com @alex_siegman WHO ARE WE? DOW JONES Consumer B2B. PROBLEMS WE WERE FACING Data Silos

FOCUS, EMPATHIZE, AND DEFINE

PRESENT IDEAS

Page 24: DOW JONES - conferences.oreilly.com · Co-lead, AI Center, Dow Jones alex.siegman@dowjones.com @alex_siegman WHO ARE WE? DOW JONES Consumer B2B. PROBLEMS WE WERE FACING Data Silos

MARKET PLACE

STEP 1:

Each person go around the room and read each idea.

STEP 2:

Add sticky dots to the ideas you think would be most successful based on the success criteria outlined earlier.

Page 25: DOW JONES - conferences.oreilly.com · Co-lead, AI Center, Dow Jones alex.siegman@dowjones.com @alex_siegman WHO ARE WE? DOW JONES Consumer B2B. PROBLEMS WE WERE FACING Data Silos

STEP 5: PROTOTYPE

PROTOTYPE

Page 26: DOW JONES - conferences.oreilly.com · Co-lead, AI Center, Dow Jones alex.siegman@dowjones.com @alex_siegman WHO ARE WE? DOW JONES Consumer B2B. PROBLEMS WE WERE FACING Data Silos

WHAT IS A PROTOTYPE?

Page 27: DOW JONES - conferences.oreilly.com · Co-lead, AI Center, Dow Jones alex.siegman@dowjones.com @alex_siegman WHO ARE WE? DOW JONES Consumer B2B. PROBLEMS WE WERE FACING Data Silos

PROTOTYPE: FAIL EARLY AND OFTEN

Page 28: DOW JONES - conferences.oreilly.com · Co-lead, AI Center, Dow Jones alex.siegman@dowjones.com @alex_siegman WHO ARE WE? DOW JONES Consumer B2B. PROBLEMS WE WERE FACING Data Silos

STEP 5: PROTOTYPE TOGETHER

GROUPS OF [X]

20 MINUTES

(10 MINUTES FOR PRESENTATIONS)

PROTOTYPE

Page 29: DOW JONES - conferences.oreilly.com · Co-lead, AI Center, Dow Jones alex.siegman@dowjones.com @alex_siegman WHO ARE WE? DOW JONES Consumer B2B. PROBLEMS WE WERE FACING Data Silos

FOCUS, EMPATHIZE, AND DEFINE

PRESENT PROTOTYPES

Page 30: DOW JONES - conferences.oreilly.com · Co-lead, AI Center, Dow Jones alex.siegman@dowjones.com @alex_siegman WHO ARE WE? DOW JONES Consumer B2B. PROBLEMS WE WERE FACING Data Silos

STEP 6: TEST

TEST

Page 31: DOW JONES - conferences.oreilly.com · Co-lead, AI Center, Dow Jones alex.siegman@dowjones.com @alex_siegman WHO ARE WE? DOW JONES Consumer B2B. PROBLEMS WE WERE FACING Data Silos

FOCUS, EMPATHIZE, AND DEFINE

DISCUSS NEXT STEPS

Page 32: DOW JONES - conferences.oreilly.com · Co-lead, AI Center, Dow Jones alex.siegman@dowjones.com @alex_siegman WHO ARE WE? DOW JONES Consumer B2B. PROBLEMS WE WERE FACING Data Silos

Questions?

Page 33: DOW JONES - conferences.oreilly.com · Co-lead, AI Center, Dow Jones alex.siegman@dowjones.com @alex_siegman WHO ARE WE? DOW JONES Consumer B2B. PROBLEMS WE WERE FACING Data Silos

[email protected]

@kdawg2332

KABIR SETH

Operations, WSJ

Co-lead, AI Center, Dow Jones

ALEX SIEGMAN

AI Technical Program Manager

Co-lead, AI Center, Dow Jones

[email protected]

@alex_siegman

WHO ARE WE?

Page 34: DOW JONES - conferences.oreilly.com · Co-lead, AI Center, Dow Jones alex.siegman@dowjones.com @alex_siegman WHO ARE WE? DOW JONES Consumer B2B. PROBLEMS WE WERE FACING Data Silos

WHO ARE WE?