ruoyu bao, lenovo, presentation at the chief data & analytics officer forum, singapore

19
Promoting and Implementing Analytics Solutions 2015 Lenovo Internal. All rights reserved. Ruoyu Bao, WW Analytics & Operations July 2016 @winiden

Upload: corinium-coriniumglobal

Post on 15-Jan-2017

423 views

Category:

Data & Analytics


3 download

TRANSCRIPT

Page 1: Ruoyu Bao, Lenovo, Presentation at The Chief Data & Analytics Officer Forum, Singapore

Promoting and Implementing

Analytics Solutions

2015 Lenovo Internal. All rights reserved.

Ruoyu Bao, WW Analytics & Operations

July 2016 @winiden

Page 2: Ruoyu Bao, Lenovo, Presentation at The Chief Data & Analytics Officer Forum, Singapore

2 2015 Lenovo Internal. All rights reserved.

FOUR DEVICES SOLD EVERY SECOND

Page 3: Ruoyu Bao, Lenovo, Presentation at The Chief Data & Analytics Officer Forum, Singapore

3 2015 Lenovo Internal. All rights reserved.

Stage 5

Stage 2

Stage 3

Stage 4

Stage 1

Analytically

Impaired

Localized

Analytics

Analytical

Aspirations

Analytical

Company

Analytical

Competitor

The company has some

data and management

interest in analytics

Functional managers

build analytics

momentum and

executive interest

through applications of

basic analytics

Executives commit to

analytics by aligning

resources and setting a

timetable to build a broad

analytical capability

An Enterprise-wide

analytics capability is

under development; top

executives view analytic

capability as a corporate

priority

The company is routinely

reaping benefits from its

enterprise-wide analytics

capability and focuses on

continuous analytics review

Adapted from Competing on Analytics, by T. Davenport and J. Harris, Harvard Business School Press, 2007

Page 4: Ruoyu Bao, Lenovo, Presentation at The Chief Data & Analytics Officer Forum, Singapore

4 2015 Lenovo Internal. All rights reserved.

C Suite Vs Front Line

Page 5: Ruoyu Bao, Lenovo, Presentation at The Chief Data & Analytics Officer Forum, Singapore

5 2015 Lenovo Internal. All rights reserved.

Data without purpose

Page 6: Ruoyu Bao, Lenovo, Presentation at The Chief Data & Analytics Officer Forum, Singapore

6 2015 Lenovo Internal. All rights reserved.

Under- / Un- Utilized

Page 7: Ruoyu Bao, Lenovo, Presentation at The Chief Data & Analytics Officer Forum, Singapore

7 2015 Lenovo Internal. All rights reserved.

Data Technology

Process

Page 8: Ruoyu Bao, Lenovo, Presentation at The Chief Data & Analytics Officer Forum, Singapore

8 2015 Lenovo Internal. All rights reserved.

Key elements of analytics

process

•Actionable

•Systematic

•Easy to use

8

Page 9: Ruoyu Bao, Lenovo, Presentation at The Chief Data & Analytics Officer Forum, Singapore

9 9 2015 Lenovo Internal. All rights reserved.

Toothbrush

• Convenient and easy to use

• Serves specific purpose

• People use it everyday

Page 10: Ruoyu Bao, Lenovo, Presentation at The Chief Data & Analytics Officer Forum, Singapore

10 2015 Lenovo Internal. All rights reserved.

Decision making support

Who are the decision makers?

What decisions do they make?

How can we help them?

Page 11: Ruoyu Bao, Lenovo, Presentation at The Chief Data & Analytics Officer Forum, Singapore

11 2015 Lenovo Internal. All rights reserved.

BMS integration

Lenovo 4P dashboard

Page 12: Ruoyu Bao, Lenovo, Presentation at The Chief Data & Analytics Officer Forum, Singapore

12 12 2015 Lenovo Internal. All rights reserved.

DOI example

• Good results and proved business impact

• Yet very low adoption

• How did we solve it?

Page 13: Ruoyu Bao, Lenovo, Presentation at The Chief Data & Analytics Officer Forum, Singapore

13 2015 Lenovo Internal. All rights reserved.

Consolidating tools

Page 14: Ruoyu Bao, Lenovo, Presentation at The Chief Data & Analytics Officer Forum, Singapore

14 14 2015 Lenovo Internal. All rights reserved.

Since this is the executive forum, let

me explain to you what regression is

Page 15: Ruoyu Bao, Lenovo, Presentation at The Chief Data & Analytics Officer Forum, Singapore

15 2015 Lenovo Internal. All rights reserved.

Tank

Page 16: Ruoyu Bao, Lenovo, Presentation at The Chief Data & Analytics Officer Forum, Singapore

16 2015 Lenovo Internal. All rights reserved.

Communication Do’s and Don’ts

DO communicate

• What is the business problem?

• How is success measured?

• What data is utilized?

• How is solution structured?

• What is the business impact?

DON’T communicate

• p-value

• Text parsing

• Clustering model selection

Page 17: Ruoyu Bao, Lenovo, Presentation at The Chief Data & Analytics Officer Forum, Singapore

17 2015 Lenovo Internal. All rights reserved.

“I couldn't reduce it to the

freshman level. That

means we don't really

understand it.”

- Richard Feynman

Page 18: Ruoyu Bao, Lenovo, Presentation at The Chief Data & Analytics Officer Forum, Singapore
Page 19: Ruoyu Bao, Lenovo, Presentation at The Chief Data & Analytics Officer Forum, Singapore