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Lecture L10
LOOKING FOR OPPORTUNITIES
Adjacent Possible
...a kind of shadow future, 

hovering on the edges of 

the present state of things, 

a map of all the ways in 

which the present can 

reinvent itself
Steven Johnson
Case Study
Why is IBM still alive and
thriving after so long, in an
industry characterised
perhaps more than any
other by innovation and
change?

Economist:	
  1100100	
  and	
  counting
Platform Shifts
Tabulating machines

Electronic machines

Mainframes

Mini-computers

PC computers

Economist:	
  1100100	
  and	
  counting
Platform Shifts

Economist:	
  1100100	
  and	
  counting
Platform Shifts
“IBM is not a technology
company, but a company
solving business problems
using technology”

– George Colony

Economist:	
  1100100	
  and	
  counting
Platform Shifts

Economist:	
  1100100	
  and	
  counting
Platform Shifts
1.
2.
3.
4.
5.

Maintain connection to customers!
Less hierarchical and more open!
Business relevant research!
Globally integrated!
Financial planning – get out of
commoditized business

Economist:	
  1100100	
  and	
  counting
Innovator’s Dilemma
	 Firms that s u c c e e d in one generation of
innovation almost inevitable become hamstrung by
their own success and thus doomed to l o s e o u t
in the next wave of innovation
Disrupting
How can we take advantage of the opportunities
technology change offer?
Theories of Innovations

	
	
	
	
	

Adjacent possible

Liquid network

Slow hunch

Serendipity
Moore’s Law

The Law of Accelerating Returns

Technology S-Curve
Kondratiev Wave

Technology Adoption Life Cycle

Diffusion of Innovation

Disruptive Innovation Theory

The Resources, Processes and Values Theory
Opportunity
How can we use these tools to forecast how 


information technology 

is evolving?
Opportunity

Processing
Power

Bandwidth

Storage
Opportunity
What technology do we have 


2020?
Growth	
  rate

Storage	
  
12M

POWER
Processing	
  Power	
  
18M

Bandwidth	
  
24M

TIME
2000

2010

iMac

iPhone

Mac OS 9.0.4

500 MHz PowerPC G3 CPU, 128MB Memory

Screen - 786K pixels

Storage - 30GB Hard Drive

iOS 4.0

1 Ghz ARM A4 CPU, 512MB Memory

Screen - 614K pixels

Storage - 32GB Flash Drive

Source:	
  Ars	
  Technical	
  Images:	
  Apple
2010

2020
?

iPhone
Mac OS 9.0.4

500 MHz PowerPC G3 CPU, 128MB Memory

Screen - 786K pixels

Storage - 30GB Hard Drive

Source:	
  Ars	
  Technical	
  Images:	
  Apple

phone?
30 times faster
2010

2020
?

iPhone
Mac OS 9.0.4

500 MHz PowerPC G3 CPU, 128MB Memory

Screen - 786K pixels

Storage - 30GB Hard Drive

Source:	
  Ars	
  Technical	
  Images:	
  Apple

phone?
OS ???
15.000 MHz, 4GB Memory

Screen – 24.000K pixels

Storage – 1TB Hard Drive
2010

2020

iPhone

phone?

Mac OS 9.0.4

500 MHz PowerPC G3 CPU, 128MB Memory

Screen - 786K pixels

Storage - 30GB Hard Drive

Source:	
  Ars	
  Technical	
  Images:	
  Apple

OS ???
15.000 MHz, 4GB Memory

Screen – 24.000K pixels

Storage – 1TB Hard Drive
http://www.truthaboutfiber.com/FTTHArticles_bandwidth_growth.cfm
2015

2020

1Gbit 10Gbit
Global total of data generated is 

approching one zettabyte

1,000,000,000,000,000,000,000
Prize per Gigabyte

1981 — $300,000
1987 — $50,000
1990 — $10,000
1994 — $1000
1997 — $100
2000 — $10
2004 — $1
2010 — $0.10
Prize per Gigabyte

1981 — $300,000
1987 — $50,000
1990 — $10,000
1994 — $1000
1997 — $100
2000 — $10
2004 — $1
2010 — $0.10
2020 — $0.00009
Prize per Gigabyte

1981 — $300,000
1987 — $50,000
1990 — $10,000
1994 — $1000
1997 — $100
2000 — $10
2004 — $1
2010 — $0.10
2020 — $0.00009

FREE
Supercomputer
Cray 2 1985

Apple iPad 2 2011

Read	
  more:	
  http://www.electronista.com/articles/11/05/10/ipad.2.benches.as.fast.as.cray.2.from.1985/#ixzz1jdOS0Es4
Will this be in your pocket in few years?
Discussion
With 15.000 Mhz, terabytes in storage, 10+ Gbps,

what

new applications can you build?
Looking for Opportunities
How do we spot opportunities?
“I never predict. I just look
out the window and see
what is visible – but not yet
seen.” 

!

Peter Drucker
Tracking Technology Trends
Establish a trend point
Tracking Technology Trends
“Remove” the technology and find the value.

What does this mean?
NORMAL
REMOVE THE TECHNOLOGY
Today, Mr. Gude wakes at around 6 Today, Mr. Gude wakes at around 6
a.m. to check his work e-mail and a.m. to check messages from work,
his Facebook and Twitter accounts. get news from his friends and see
The two boys, Cole and Erik, start what others are recommending. The
each morning with text messages, two boys, Cole and Erik, start each
video games and Facebook.
morning communicating with
friends, playing games and getting
news form their friends.
WHAT DOES THIS MEAN?
Looking for Opportunities
Looking for Opportunities
Targeting overshot customers or
non-consumption!
!

“Good-enough” can be great!
!

Do what competitors won’t
Targeting overshot customers
or non-consumption
Removes barriers that constrain
the ability to consume
!

Overshooting customers needs
!

Hidden beauty in undesirable or
invisible markets
Remove barriers that constrain the
ability to consume
Skill

Example: photography

Kodak’s Brownie 

Camera
Remove barriers that constrain the
ability to consume
Skill

Example: Computers

Apple’s iPad
Remove barriers that constrain the
ability to consume
Wealth

Example: Computing

The Personal
Computer
Remove barriers that constrain the
ability to consume
Access

Example: Telephony

Mobile phones
Remove barriers that constrain the
ability to consume
Access

Example: Niche movies

Youtube Lego

Star wars
Remove barriers that constrain the
ability to consume
Time

Example: Auction

Ebay auction
Remove barriers that constrain the
ability to consume
Time
Remove barriers that constrain the
ability to consume
What is the barrier for these:
1. Creating a Computer Game for mobile
2. Making an Music Album
3. Publishing a Novel
4. Health Care
5. University level education
6. Rent your house
Targeting overshot customers
or non-consumption
Make the complicated simple
Don’t let the mainstream derail you
Innovate, don’t force
Targeting overshot customers
or non-consumption
Targeting overshot customers
or non-consumption
Targeting overshot customers
or non-consumption

Nintendo Wii
Portable music players disrupted
by Apple, 2001

1000 songs in you pocket!
Mobile phone, 2007

Apple reinvents the phone
“Good-enough” can be great

Sustainable innovations compete
on getting better
!

Disruptive innovations compete
on doing it d i f f e r e n t l y
“Good-enough” can be great
Do what competitors won’t

Unattractive or uninteresting
market
!

Does not seek head-on collision
with established competitors
!
Do what competitors won’t

Personal Computers
Do what competitors won’t

CRM as a
Service
Find a job to be done
People don’t want to buy a drill, 

they need a hole
Forecasting
Why is it so difficult to
forecast technology
trends?
Disruption and 

Forecasting Errors
B

A
Disruption and 

Forecasting Errors
RADAR
Trend Lines
70
Computers

IBM

80

90

IBM, DEC, Vax, PDP

00

Intel

Many vendors
Many devices

!

Operation
System
Owners

Governments Corporation

Users

Priests

Built-in

Unix, VMS,

Specialists

CMP

DOS

10

Windows JVM, CLR

Small business

Homes

Educated people

Public
Public

!

Killer App.
!

Homemade
Business Apps

Customized
Word processing
Business Apps Spreadsheets

!

Abstractions
!

None

Languages

Operating systems

Software

Communication
Media
Entertainment
Services

Comm.
!

None

TCP/IP

HTTP

Web Services

Agents

Big players
!

HCI
!

IBM

IBM, DEC

Tapes, cards Keyboards

Mouse

Microsoft

Google, Yahoo!
Touch, voice
Trend Lines
80
IBM
Computers

90

IBM, DEC, Vax, PDP

00
Intel

Users
Priests

Specialists

CMP

DOS

Windows JVM, CLR

Small business

Homes

Educated people

Public
Public

!

Killer App.
Homemade
Business Apps
!

Customized
Word processing
Business Apps Spreadsheets

!

Abstractions
None Languages
!

Comm.
!
None
Big players

Operating systems
TCP/IP

Software

HTTP

IBM
IBM, DEC
Microsoft
HCI
! Tapes, cards Keyboards Mouse
!

20

Many vendors
Many devices

!

Operation
Built-in
Unix, VMS,
System
Owners
Governments Corporation

10

Communication
Media
Entertainment
Services

Web Services

Agents

Google, Yahoo!
Touch, voice

?
Trend Lines
80
IBM
Computers

90

IBM, DEC, Vax, PDP

00
Intel

Many vendors
Many devices

!

Operation
Built-in
Unix, VMS,
System
Owners
Governments Corporation
Users
Priests

Specialists

CMP

DOS

10

Invisible

!

Invisible
Browser

Windows JVM, CLR

Small business

Homes

Educated people

!

Public

Everyone

with many
+
Machines

Public

!

Killer App.
Homemade
Business Apps
!

Customized
Word processing
Business Apps Spreadsheets

!

Abstractions
None Languages
!

Comm.
!
None
Big players

Operating systems
TCP/IP

Software

HTTP

IBM
IBM, DEC
Microsoft
HCI
! Tapes, cards Keyboards Mouse
!

Communication
Media
Entertainment
Services

Web Services

20

Agents

Google, Yahoo!

!

Games
+
Same
!

APIs
!
!

Software 

bots
New players
!

Touch, voice

+ Gestures
!
!
Disrupting
Targeting overshot customers or
non-consumption
!

“Good-enough” can be great
!

Do what competitors won’t

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New Technology Lecture L10 Looking for Opportunities