how artificial intelligence is changing the rules of the...

22
Dr. Vladimir Preveden Graz, October 11, 2017 From data to strategy How artificial intelligence is changing the rules of the game 2017

Upload: doankhue

Post on 19-May-2018

217 views

Category:

Documents


2 download

TRANSCRIPT

Page 1: How artificial intelligence is changing the rules of the …magazin.know-center.tugraz.at/downloads/2017/02...How artificial intelligence is changing the rules of the game 2017 ~2045

Dr. Vladimir Preveden Graz, October 11, 2017

From data to strategy How artificial intelligence is

changing the rules of the game

2017

Page 2: How artificial intelligence is changing the rules of the …magazin.know-center.tugraz.at/downloads/2017/02...How artificial intelligence is changing the rules of the game 2017 ~2045

~2045

Source: Roland Berger

What is Intelligence…?

Intelligence is defined as the ability to acquire and

apply knowledge and skills. It can also be defined

as general cognitive problem-solving skills

… and why does

AI matter so much now?

> Chip power

> Transmission speed

> Computing costs

Time

Impact

Source: Roland Berger

Page 3: How artificial intelligence is changing the rules of the …magazin.know-center.tugraz.at/downloads/2017/02...How artificial intelligence is changing the rules of the game 2017 ~2045

AI is a field of computer science and comprises several elements

Source: Roland Berger

Moving around

Robotics

Vision

Image processing

Speech

Speech recognition and natural language

processing

Understanding the environment

Machine learning (pattern recognition),

deep learning (cognitive skills)

Symbolic-based Data-based

1956 definition Machines using language, forming abstracts and concepts solving problems and improving themselves

Page 4: How artificial intelligence is changing the rules of the …magazin.know-center.tugraz.at/downloads/2017/02...How artificial intelligence is changing the rules of the game 2017 ~2045

A. Digital turning points

B. New competencies needed

C. Recommendations for action

Page 5: How artificial intelligence is changing the rules of the …magazin.know-center.tugraz.at/downloads/2017/02...How artificial intelligence is changing the rules of the game 2017 ~2045

Turning points in technology

Source: Hilton; Uber; lola; Levi's; Roland Berger

Robot concierge Self-driving Uber

May 2016 Sep 2016

Hilton and IBM test the robot

Connie

Uber introduces self-driving cars in

Pittsburgh

Jacket of Levi's/Google

Sep 2017

First connected jacket on the

market

Break-through AI app

Jan 2017

The travel app lola receives USD 15 m

series B funding

Page 6: How artificial intelligence is changing the rules of the …magazin.know-center.tugraz.at/downloads/2017/02...How artificial intelligence is changing the rules of the game 2017 ~2045

By 2020, the majority of the population will have grown up in a fully digitized environment, already from early age on

44%

Source: Eurostat; Roland Berger; in 2020 44 % of the European population will either be Millennials or Generation Z

Page 7: How artificial intelligence is changing the rules of the …magazin.know-center.tugraz.at/downloads/2017/02...How artificial intelligence is changing the rules of the game 2017 ~2045

A. Digital turning points

B. New competencies needed

C. Recommendations for action

Page 8: How artificial intelligence is changing the rules of the …magazin.know-center.tugraz.at/downloads/2017/02...How artificial intelligence is changing the rules of the game 2017 ~2045

Artificial Intelligence embraces various new technologies companies will need to master

Source: Alipay; Levi's; Roland Berger

Wearables

Facial recognition

Speech recognition

Humanoid robots

Connected smart data

Robotic process automation

Page 9: How artificial intelligence is changing the rules of the …magazin.know-center.tugraz.at/downloads/2017/02...How artificial intelligence is changing the rules of the game 2017 ~2045

Speech recognition – With unimaginable effects and potentials

Source: Roland Berger

> Unbelievable quality of communication

> Virtual advisor

> Closed access for all others

> This is only the beginning

> Expansive repository of human-computer speech interactions

Page 10: How artificial intelligence is changing the rules of the …magazin.know-center.tugraz.at/downloads/2017/02...How artificial intelligence is changing the rules of the game 2017 ~2045

First application of Alexa in hotels – Wynn Hotel in Las Vegas

Source: Wynn; Roland Berger

> "Best customer excitement ever"

> Steering of light, music and TV is only the beginning

> Personal profiles will be transferable

> A lot of further applications possible

Page 11: How artificial intelligence is changing the rules of the …magazin.know-center.tugraz.at/downloads/2017/02...How artificial intelligence is changing the rules of the game 2017 ~2045

After three years of development, the first commercial connected jacket is

on the market – Wearables

Source: Levi's; Roland Berger

> Idea to create the first full scale digital platform for smart clothing

> Project by Google and Levi's

> Three years in the making

> Intuitive and use-based (urban cyclist) – Commuter Trucker Jacket

Page 12: How artificial intelligence is changing the rules of the …magazin.know-center.tugraz.at/downloads/2017/02...How artificial intelligence is changing the rules of the game 2017 ~2045

Source: Alipay; Roland Berger

> Already in commercial function

> Massive amount of data

> Individual tracking

> Abundance of use-cases

Facial recognition is already far advanced and being tested in mass applications

Page 13: How artificial intelligence is changing the rules of the …magazin.know-center.tugraz.at/downloads/2017/02...How artificial intelligence is changing the rules of the game 2017 ~2045

Humanoid robots allow for a personalized and cost-efficient interaction with the customer

> Recognizes people

> Recognizes emotions, mimics and gesticulation

> Concrete advice

> Learns from answers

> Always available and friendly

> Cost-efficient

Source: Roland Berger

Page 14: How artificial intelligence is changing the rules of the …magazin.know-center.tugraz.at/downloads/2017/02...How artificial intelligence is changing the rules of the game 2017 ~2045

Humanoid robots Pepper are working on cruise ships of Costa Group

Source: SoftBank; Roland Berger

> Assistance & advice

> Answer questions about the ship and the trip

> Speaks three languages

> Learns from and collects feedback from guests

Pepper

Page 15: How artificial intelligence is changing the rules of the …magazin.know-center.tugraz.at/downloads/2017/02...How artificial intelligence is changing the rules of the game 2017 ~2045

Connected data analytics lead to a superb customer understanding

Source: Roland Berger

What if an evil demon, as clever and deceitful as he is powerful, has directed his entire effort to misleading

René Descartes, 1641

Page 16: How artificial intelligence is changing the rules of the …magazin.know-center.tugraz.at/downloads/2017/02...How artificial intelligence is changing the rules of the game 2017 ~2045

Robotic Process Automation automatizes workflows and prepares decision while reducing costs

> 20/80-rule – focus on the 80%

> For standardized processes

> Cost savings of up to 90% in workflows

> Several internal use-cases

Source: Roland Berger

Page 17: How artificial intelligence is changing the rules of the …magazin.know-center.tugraz.at/downloads/2017/02...How artificial intelligence is changing the rules of the game 2017 ~2045

A. Digital turning points

B. New competencies needed

C. Recommendations for action

Page 18: How artificial intelligence is changing the rules of the …magazin.know-center.tugraz.at/downloads/2017/02...How artificial intelligence is changing the rules of the game 2017 ~2045

Companies need new skill sets and features to be able to compete

Source: Roland Berger

Agile organization

Open innovation ecosystem

Status of employer of

choice

Design driven custo-mer centricity

10 x thinking

Strong analytical

skills

Fast decision making

Ambi-dexterity

Page 19: How artificial intelligence is changing the rules of the …magazin.know-center.tugraz.at/downloads/2017/02...How artificial intelligence is changing the rules of the game 2017 ~2045

More concretely, work on the following thinks

Source: Roland Berger

Analyze your organization for decision points along all steps and hierarchies and think how you can make them intelligent

2

Prioritize these potentials and get in touch with service providers for strategy design and startups for technology development

3

In parallel, build up data handling skills internally, start working with AI 4

Provide senior leadership for data/AI topics 6

Identify data you need and prepare the data in a useful way 5

Define pain points you want to solve, identify opportunities and build AI use cases

1

Ensure organizational agility and cultural change 7

Page 20: How artificial intelligence is changing the rules of the …magazin.know-center.tugraz.at/downloads/2017/02...How artificial intelligence is changing the rules of the game 2017 ~2045

A short introduction

Dr. Vladimir Preveden

[email protected]

Academic studies of energy technology and business administration at the University of Technology in Graz and the Universitat Politecnica Valencia

16 years of professional experience in strategic consulting of large corporations, 2 years in early-stage venture capital

Dissertation at the University of Vienna about the conceptual design of a Corporate Venture Capital unit for a large corporation

Author of studies about strategy, digitization and innovations

Page 21: How artificial intelligence is changing the rules of the …magazin.know-center.tugraz.at/downloads/2017/02...How artificial intelligence is changing the rules of the game 2017 ~2045

Continuous academic and internationally recognized

publications enhance our work

Source: Roland Berger

Applying Design Thinking systematically to create an innovation mindset

Applying disruptive digital ideas to trans-form your processes and business model

Agility – Demands of a fast-changing world

How corporations can profit from a vivid start-up scene

Page 22: How artificial intelligence is changing the rules of the …magazin.know-center.tugraz.at/downloads/2017/02...How artificial intelligence is changing the rules of the game 2017 ~2045