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Capturing Value From The
Next 10 Billion Devices
Paul R Brody
Vice President & Global Industry Leader, Electronics
Page 3
Our Discussion Today
Entering	
  A	
  New	
  Era	
  In	
  Mobile	
  &	
  Social	
  Computing
The	
  Next	
  Battleground:	
  Distributed,	
  Autonomous	
  Internet	
  of	
  Things
The	
  Shape	
  of	
  Business	
  Models	
  To	
  Come
Writing	
  The	
  Rules	
  of	
  The	
  Next	
  Marketplace
Page 4
You	
  can	
  see	
  the	
  computer	
  age	
  
everywhere	
  but	
  in	
  the	
  productivity	
  
statistics.
Robert	
  Solow,	
  1987
Page 5
Computers	
  spread	
  through	
  enterprises	
  throughout	
  the	
  1970s	
  and	
  1980s	
  even	
  as	
  
productivity	
  growth	
  stalled
0
5,625
11,250
16,875
22,500
1980 1981 1982 1983 1984 1985 1986 1987 1988 1989 1990
IBM PC Apple II Macintosh Amiga Atari 400/800
Atari ST C 64 TRS-80 NeXT PET
Other
PC	
  Platform	
  Volumes,	
  1980-­‐1990	
  
jeremyreimer.com
0%
1%
1%
2%
3%
1970s 1980s 1990s
GPD	
  Per	
  Capita	
  	
  Growth,	
  G7	
  
OECD
Page 6
The	
  1980s	
  saw	
  intense	
  battles	
  to	
  define	
  the	
  shape	
  of	
  the	
  computing	
  world	
  as	
  multiple	
  
Personal	
  Computer	
  ecosystems	
  battled	
  for	
  market	
  supremacy
0%
25%
50%
75%
100%
1980 1981 1982 1983 1984 1985 1986 1987 1988 1989 1990
Mac Amiga PC C64 Apple II
Atari ST Other
PC	
  Platform	
  Market	
  Share,	
  1980-­‐1990	
  
jeremyreimer.com
Page 7
Though	
  personal	
  computers	
  seemed	
  to	
  be	
  everywhere,	
  the	
  reality	
  is	
  that	
  we	
  had	
  only	
  just	
  
started	
  to	
  really	
  consume	
  computing	
  power
PC	
  Platform	
  
Volumes,	
  
1975-­‐2010	
  
jeremyreimer.com
PC	
  “Wins”
Page 8
The	
  reality	
  is	
  that	
  only	
  after	
  standards	
  had	
  been	
  established	
  and	
  scale	
  achieved	
  did	
  
volumes	
  really	
  start	
  to	
  expand	
  enormously
0
100,000
200,000
300,000
400,000
1975 1979 1983 1987 1991 1995 1999 2003 2007
IBM PC
Apple II
Macintosh
All OthersPC	
  Platform	
  
Volumes,	
  
1975-­‐2010	
  
jeremyreimer.com
PC	
  “Wins”
Page 9
It	
  was	
  only	
  then	
  that	
  economists	
  could	
  start	
  to	
  see	
  a	
  significant	
  increase	
  in	
  productivity	
  
growth	
  from	
  the	
  rapid	
  expansion	
  of	
  the	
  personal	
  computer
US	
  Productivity	
  Growth,	
  
1960-­‐2007	
  
Total	
  Factor	
  Productivity,	
  Average	
  
Annual	
  Percentage	
  
!
Information	
  Technology	
  &	
  US	
  Productivity	
  
Growth,	
  Jorgenson,	
  Ho,	
  &	
  Samuels
-­‐0.1%
0%
0.1%
0.2%
0.3%
0.4%
1960-­‐2007 2000-­‐2007
IT	
  Producing IT	
  Intensive Non-­‐IT	
  Intensive
Page 10
In	
  the	
  PC	
  industry,	
  the	
  market	
  development	
  era	
  had	
  to	
  be	
  completed	
  before	
  we	
  could	
  see	
  
the	
  value	
  of	
  scale	
  and	
  productivity
Perfect	
  The	
  Product
Build	
  The	
  Ecosystem
Establish	
  Control	
  Points
Market	
  Development	
  Era
IBM	
  PC	
  5150
Cut	
  Costs	
  &	
  Grow	
  Scale
Focus	
  on	
  Value	
  Creation
Refine	
  User	
  Experience
Scale	
  &	
  Productivity	
  Era
Dell	
  scaled	
  up	
  PC	
  
business	
  with	
  
Build	
  To	
  Order
Page 11
The	
  mobile	
  industry	
  today	
  is	
  where	
  the	
  PC	
  industry	
  was	
  in	
  1990:	
  just	
  out	
  of	
  the	
  first	
  
battles	
  for	
  market-­‐share	
  and	
  into	
  the	
  period	
  of	
  scaling	
  up
0%
25%
50%
75%
100%
2000 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012
Symbian Windows
Palm Blackberry
Android iPhone
Linux Others
Smartphone	
  Platform	
  
Market	
  Share	
  &	
  Shipments,	
  
2000-­‐2012	
  
jeremyreimer.com
Page 12
The	
  mobile	
  industry	
  today	
  is	
  where	
  the	
  PC	
  industry	
  was	
  in	
  1990:	
  just	
  out	
  of	
  the	
  first	
  
battles	
  for	
  market-­‐share	
  and	
  into	
  the	
  period	
  of	
  scaling	
  up
0
150
300
450
600
2000 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012
Symbian WinMobile
PalmOS Blackberry
Android iPhone
Linux Others
Smartphone	
  Platform	
  
Market	
  Share	
  &	
  Shipments,	
  
2000-­‐2012	
  
jeremyreimer.com
Page 13
Social	
  networks	
  are	
  also	
  consolidating	
  into	
  a	
  small	
  group	
  of	
  very	
  big	
  players
June	
  2009
Image	
  cc	
  From	
  Vincenzo	
  Cosenza,	
  vincos.it
Page 14
Social	
  networks	
  are	
  also	
  consolidating	
  into	
  a	
  small	
  group	
  of	
  very	
  big	
  players
December	
  2013
Image	
  cc	
  From	
  Vincenzo	
  Cosenza,	
  vincos.it
Page 15
Though	
  the	
  volumes	
  may	
  seem	
  large,	
  only	
  about	
  20%	
  of	
  the	
  world	
  population	
  have	
  
mobile	
  phones	
  or	
  are	
  connected	
  through	
  social	
  networks.	
  	
  We’re	
  just	
  getting	
  started.
Perfect	
  The	
  Product
Build	
  The	
  Ecosystem
Establish	
  Control	
  Points
Market	
  Development	
  Era
The	
  T-­‐Mobile	
  G1:	
  
First	
  Android	
  
Phone
Cut	
  Costs	
  &	
  Grow	
  Scale
Focus	
  on	
  Value	
  Creation
Refine	
  User	
  Experience
Scale	
  &	
  Productivity	
  Era
The	
  Smartisan	
  T1	
  
Android	
  Phone
Page 16
For	
  industry	
  participants,	
  the	
  implications	
  are	
  clear	
  as	
  well:	
  time	
  to	
  shift	
  your	
  approach	
  
from	
  designing	
  business	
  models	
  and	
  ecosystems	
  to	
  enabling	
  productivity
Development	
  Era Scaling	
  Era
• Attempted	
  social	
  network	
  -­‐	
  Ping	
  
• Added	
  new	
  services	
  like	
  books,	
  
music,	
  video	
  and	
  apps
• Product	
  line	
  extensions	
  
• Shift	
  towards	
  fashion	
  and	
  marketing
• Attempted	
  extensions	
  with	
  Smart	
  TV	
  
apps,	
  music	
  store	
  &	
  movie	
  store	
  
• Flood	
  market	
  with	
  offerings
• Close	
  non-­‐performing	
  areas	
  
• Simplify	
  product	
  line	
  
• Use	
  scale	
  to	
  drive	
  out	
  cost
• Consulting	
  offerings	
  
• Customized	
  solutions	
  
• Research-­‐led	
  engagements
• High	
  volume	
  product	
  offerings	
  
• $7	
  billion	
  in	
  scaling	
  investment	
  
• Product-­‐led	
  engagements	
  with	
  clients
Page 17
Our Discussion Today
Entering	
  A	
  New	
  Era	
  In	
  Mobile	
  &	
  Social	
  Computing
The	
  Next	
  Battleground:	
  Distributed,	
  Autonomous	
  Internet	
  of	
  Things
The	
  Shape	
  of	
  Business	
  Models	
  To	
  Come
Writing	
  The	
  Rules	
  of	
  The	
  Next	
  Marketplace
Page 18
Those	
  who	
  cannot	
  remember	
  the	
  
past	
  are	
  condemned	
  to	
  repeat	
  it.
George	
  Santayana,	
  1906
Page 19
Even	
  as	
  social	
  &	
  mobile	
  enter	
  the	
  era	
  of	
  scale,	
  we	
  are	
  still	
  trying	
  to	
  define	
  the	
  universe	
  of	
  
options	
  and	
  capabilities	
  in	
  the	
  Internet	
  of	
  Things	
  era
Smart	
  Cities
Smart	
  Infrastructure
Connected	
  Home
Medical	
  Wearables
Smart	
  Watches
Page 20
However	
  the	
  market	
  evolves,	
  it	
  will	
  likely	
  be	
  shaped	
  by	
  a	
  set	
  of	
  technologies	
  now	
  
emerging	
  and	
  converging	
  with	
  each	
  other
Software	
  Defined	
  Supply	
  Chain
Analytics	
  &	
  Cognitive	
  Computing
Distributed	
  Computing
How	
  to	
  manufacture	
  billions	
  of	
  smart	
  devices	
  
easily	
  and	
  effectively	
  in	
  small	
  quantities	
  and	
  in	
  a	
  
highly	
  customized	
  way.
How	
  to	
  turn	
  data	
  into	
  useful	
  insight	
  and,	
  from	
  
there,	
  into	
  recommendations	
  for	
  action.
Computing	
  power	
  will	
  be	
  everywhere.	
  	
  We	
  must	
  
find	
  a	
  way	
  to	
  harness	
  it	
  to	
  keep	
  the	
  cost	
  and	
  
complexity	
  of	
  managing	
  the	
  IOT	
  feasible.
Page 21
Software	
  Defined	
  Supply	
  Chain
Analytics	
  &	
  Cognitive	
  Computing
Distributed	
  Computing
How	
  to	
  manufacture	
  billions	
  of	
  smart	
  devices	
  
easily	
  and	
  effectively	
  in	
  small	
  quantities	
  and	
  in	
  a	
  
highly	
  customized	
  way.
How	
  to	
  turn	
  data	
  into	
  useful	
  insight	
  and,	
  from	
  
there,	
  into	
  recommendations	
  for	
  action.
Computing	
  power	
  will	
  be	
  everywhere.	
  	
  We	
  must	
  
find	
  a	
  way	
  to	
  harness	
  it	
  to	
  keep	
  the	
  cost	
  and	
  
complexity	
  of	
  managing	
  the	
  IOT	
  feasible.
Page 22
The	
  combination	
  of	
  3D	
  printing	
  with	
  related	
  digital	
  manufacturing	
  technologies	
  is	
  
reshaping	
  the	
  global	
  supply	
  chain
3 D P R I N T I N G
O P E N S O U R C EINTELLIGENT ROBOTICS
Page 23
3D	
  printing	
  (aka	
  Additive	
  Manufacturing)	
  is	
  the	
  most	
  critical	
  of	
  these	
  new	
  technologies
$0.00
$0.08
$0.15
$0.23
$0.30
2013 2018 2023
COST PER UNIT VOLUME PRINTED!
$/CUBIC CM - BLENDED AVERAGE
-79%
-92%
Over the next 10 years, 3D
printing will become 92%
cheaper than today.
This technology will shift from
being a tool for prototyping to
one of mass manufacturing.
Page 24
Using	
  these	
  new	
  manufacturing	
  technologies,	
  the	
  required	
  scale	
  to	
  produce	
  a	
  product	
  
efficiently	
  is	
  up	
  to	
  90%	
  lower	
  than	
  current	
  manufacturing	
  methodologies
90%
LESS VOLUME
REQUIRED
0
25
50
75
100
2012 Traditional 2017 Digital 2022 Digital
17
25
100
3
29
100
17
24
100
2
24
100
AGGREGATE NORMALIZED!
MINIMUM ECONOMIC SCALE
Page 25
The	
  net	
  result	
  is	
  a	
  much	
  more	
  flexible,	
  responsive	
  supply	
  chain
HARDWARE CONSTRAINED
BUILD A MOLD
OR CAST
HARDWIRE
PRODUCTION LINE
DEVELOP
EMBEDDED CHIP
SOFTWARE DEFINED
PRINT PARTS DIRECTLY
BY SOFTWARE
RECONFIGURE ASSEMBLY
THROUGH SOFTWARE
DIGITAL CONTROLS
USING SOFTWARE
Page 26
When	
  you	
  use	
  a	
  supply	
  chain	
  that	
  is	
  built	
  on	
  3D	
  printing,	
  the	
  results	
  are	
  dramatic
Software Defined Supply Chain - 2012Case Example:!
!
To manufacture
efficiently, you need
the scale that comes
from covering a
whole market in the
traditional model
Page 27
When	
  you	
  use	
  a	
  supply	
  chain	
  that	
  is	
  built	
  on	
  3D	
  printing,	
  the	
  results	
  are	
  dramatic
Software Defined Supply Chain - 2017Case Example:!
!
By 2017, 3D printing
and robotic assembly
make it simple and
easy enough to start
manufacturing
regionally.
Page 28
When	
  you	
  use	
  a	
  supply	
  chain	
  that	
  is	
  built	
  on	
  3D	
  printing,	
  the	
  results	
  are	
  dramatic
Software Defined Supply Chain - 2022Case Example:!
!
By 2022, we forecast
that most mew
manufacturing
capacity will be
shifting back towards
a localized model
Page 29
Software	
  Defined	
  Supply	
  Chain
Analytics	
  &	
  Cognitive	
  Computing
Distributed	
  Computing
How	
  to	
  manufacture	
  billions	
  of	
  smart	
  devices	
  
easily	
  and	
  effectively	
  in	
  small	
  quantities	
  and	
  in	
  a	
  
highly	
  customized	
  way.
How	
  to	
  turn	
  data	
  into	
  useful	
  insight	
  and,	
  from	
  
there,	
  into	
  recommendations	
  for	
  action.
Computing	
  power	
  will	
  be	
  everywhere.	
  	
  We	
  must	
  
find	
  a	
  way	
  to	
  harness	
  it	
  to	
  keep	
  the	
  cost	
  and	
  
complexity	
  of	
  managing	
  the	
  IOT	
  feasible.
Page 30
Cognitive	
  computing	
  will	
  allow	
  us	
  to	
  blend	
  unstructured	
  information	
  with	
  structured	
  data
Unstructured	
  data	
  like	
  medical	
  
papers	
  give	
  guidelines:
Structured	
  data	
  from	
  systems	
  
shows	
  an	
  individual	
  patient:
What	
  is	
  the	
  
right	
  course	
  of	
  
treatment?
Page 31
Without	
  cognitive	
  computing	
  -­‐	
  a	
  kind	
  of	
  electronic	
  common	
  sense	
  -­‐	
  we	
  will	
  be	
  
overwhelmed	
  with	
  the	
  complexity	
  and	
  data	
  required	
  to	
  manage	
  smart	
  devices
Very	
  stylish
Not	
  nearly	
  smart	
  enough
Page 32
Software	
  Defined	
  Supply	
  Chain
Analytics	
  &	
  Cognitive	
  Computing
Distributed	
  Computing
How	
  to	
  manufacture	
  billions	
  of	
  smart	
  devices	
  
easily	
  and	
  effectively	
  in	
  small	
  quantities	
  and	
  in	
  a	
  
highly	
  customized	
  way.
How	
  to	
  turn	
  data	
  into	
  useful	
  insight	
  and,	
  from	
  
there,	
  into	
  recommendations	
  for	
  action.
Computing	
  power	
  will	
  be	
  everywhere.	
  	
  We	
  must	
  
find	
  a	
  way	
  to	
  harness	
  it	
  to	
  keep	
  the	
  cost	
  and	
  
complexity	
  of	
  managing	
  the	
  IOT	
  feasible.
Page 33
Thanks	
  to	
  Moore’s	
  law,	
  it	
  will	
  soon	
  be	
  cheaper	
  and	
  easier	
  to	
  put	
  a	
  fully	
  powered	
  system	
  
on	
  chip	
  platform	
  into	
  even	
  the	
  simplest	
  systems	
  than	
  to	
  customize	
  an	
  embedded	
  chip
Full ARM SoC as powerful as many
cell phones with 2GB of RAM.
Boots when connected. Runs Mac
OS Core (XNU)
Receives MPEG stream and converts
it to HDMI output.
The	
  Apple	
  Lightning	
  to	
  HDMI	
  Connector
Source:	
  ExtremeTech.com	
  report	
  on	
  Apple	
  lightning	
  HDMI	
  connector	
  cable,	
  retrieved	
  March	
  2013
Page 34
Significant	
  recent	
  advances	
  in	
  the	
  software	
  of	
  distributed	
  computing	
  mean	
  that	
  we	
  may	
  
soon	
  be	
  able	
  to	
  harness	
  and	
  use	
  that	
  computing	
  power	
  that	
  will	
  be	
  everywhere
Billions	
  of	
  Devices
Millions	
  of	
  Locations
Terabytes	
  of	
  storage	
  &	
  bandwidth
The	
  cloud	
  is	
  moving	
  out	
  of	
  your	
  data	
  
center	
  and	
  into	
  your	
  doorknob.
Image	
  Flickr	
  Creative	
  Commons	
  License
Page 35
The	
  solution	
  to	
  harnessing	
  all	
  this	
  distributed	
  computing	
  power	
  is	
  now	
  visible:	
  BitCoin
Traditional banks are built on
private, centralized systems:
There is one central ledger for
accounts, identities, and transactions.
Account owners
Bank balances
Transaction records
New
Transactions
In Bitcoin, the central functions are distributed to all the
participants in the system:
Thanks to cheap computing power and clever process design, BitCoin
enables truly distributed transaction processing.
Every user has access to their own copy of the entire transaction ledger in
a long file called the BLOCK CHAIN:
Page 36
BitCoin	
  is	
  built	
  on	
  the	
  concept	
  of	
  distributed	
  consensus	
  -­‐	
  all	
  participants	
  can	
  see	
  all	
  the	
  
transactions	
  and	
  many	
  participants	
  verify	
  the	
  work	
  of	
  each	
  transaction
Transactions are confirmed by
CONSENSUS
Multiple ecosystem participants
check on each transaction to
provide REDUNDANT
VERIFICATION
No single point of failure
No need to trust all the
participants
Page 37
Take	
  away	
  the	
  financial	
  component	
  of	
  BitCoin	
  and	
  you	
  have	
  a	
  powerful	
  decentralized	
  
computing	
  system	
  that	
  can	
  be	
  used	
  for	
  all	
  kinds	
  of	
  systems
Take Bitcoin and remove the
financial component
You a have powerful distributed
transaction processing system
Account owners
Bank balances
Transaction records
Any transaction-
intensive processing
activity
Transaction processing engines are the foundation of
many key technology systems:
Travel Resrvations
Billing Systems
Health Records
Social Media
Device Data
Documents
Both old… And new…
Page 38
Case	
  Example:	
  GitChain	
  project	
  marries	
  distributed	
  computing	
  and	
  software	
  development	
  
in	
  a	
  single	
  scalable	
  platform
GitHub: A Centralized S/W Development System GitChain: A Decentralized S/W Development System
•Same	
  basic	
  features	
  as	
  
GitHub	
  
•Better	
  local	
  
performance	
  with	
  slow	
  
networks	
  
•Better	
  security	
  &	
  
redundancy
•Check	
  In	
  /	
  Check	
  out	
  
software	
  to	
  develop	
  
•Share	
  and	
  copy	
  code	
  
with	
  other	
  developers	
  
•Build	
  a	
  social	
  network	
  
through	
  professional	
  
work
Page 39
Though	
  relatively	
  young	
  and	
  immature,	
  BitCoin	
  is	
  growing	
  a	
  rate	
  reminiscent	
  of	
  past	
  
platforms	
  like	
  Facebook	
  and	
  Twitter
0
1,000,000,000
2,000,000,000
3,000,000,000
4,000,000,000
BitCoin NYSE Twitter Facebook
Transactions Per Day!
Various Online Services
Standard Scale!
As of April 2014
1
100
10,000
1,000,000
100,000,000
10,000,000,000
BitCoin NYSE Twitter Facebook
Transactions Per Day!
Various Online Services
Log Scale!
As of April 2014
0
22,500
45,000
67,500
90,000
2009
2010
2011
2012
2013
2014
BitCoin Transactions Per Day!
Overall Growth Trend
Standard Scale!
As of April 2014
Page 40
The	
  combination	
  of	
  these	
  technologies	
  will	
  allow	
  us	
  to	
  build,	
  scale	
  up,	
  and	
  manage	
  
networks	
  of	
  billions	
  of	
  devices
Software	
  Defined	
  Supply	
  Chain
Analytics	
  &	
  Cognitive	
  Computing
Distributed	
  Computing
Page 41
Our Discussion Today
Entering	
  A	
  New	
  Era	
  In	
  Mobile	
  &	
  Social	
  Computing
The	
  Next	
  Battleground:	
  Distributed,	
  Autonomous	
  Internet	
  of	
  Things
The	
  Shape	
  of	
  Business	
  Models	
  To	
  Come
Writing	
  The	
  Rules	
  of	
  The	
  Next	
  Marketplace
Page 42
The	
  future	
  is	
  already	
  here.	
  	
  It’s	
  just	
  
not	
  very	
  evenly	
  distributed.
William	
  Gibson
Page 43
Our	
  research	
  suggests	
  too	
  many	
  companies	
  are	
  trying	
  to	
  build	
  a	
  smart-­‐phone	
  ecosystem	
  
based	
  on	
  apps	
  and	
  subscriptions	
  and	
  that	
  may	
  not	
  be	
  realistic
No	
  Apps
No	
  Subscription
No	
  Problem
Page 44
The	
  web	
  made	
  digital	
  services	
  easy	
  to	
  search,	
  use,	
  and	
  purchase
DISCOVER
USE
PAY
Online	
  Payment	
  icon	
  (cc)	
  by	
  Slawek	
  Jurczyk	
  from	
  the	
  Noun	
  Project
Page 45
With	
  physical	
  beacons	
  and	
  connected	
  devices,	
  search	
  and	
  discovery,	
  usage,	
  and	
  payment	
  
will	
  become	
  just	
  as	
  simple	
  in	
  real	
  life	
  as	
  online
DISCOVER
USE
PAY
Page 46
Technology	
  companies	
  are	
  creating	
  the	
  devices	
  necessary	
  to	
  instrument,	
  use	
  and	
  pay	
  for	
  
services	
  and	
  asset	
  usage
DISCOVER
USE
PAY
Page 47
The	
  power	
  of	
  Internet	
  of	
  Things	
  will	
  be	
  to	
  increase	
  the	
  leverage	
  from	
  physical	
  assets	
  and	
  
to	
  create	
  new,	
  digital	
  markets	
  for	
  physical	
  goods	
  and	
  services
Unlocking
Capacity
Creating New
Markets
Reducing
Risk
Improving
Efficiency
Creating
New Value
Page 48
Services	
  like	
  UBER	
  capture	
  unused	
  capacity	
  and	
  make	
  it	
  available	
  through	
  an	
  online
Drivers	
  and	
  customers	
  can	
  both	
  
see	
  the	
  marketplace:
Analytics	
  tells	
  drivers	
  
where	
  	
  to	
  find	
  customers:
UBER	
  (and	
  similar	
  services)	
  are	
  using	
  
data	
  to	
  bring	
  LIQUIDITY	
  to	
  markets:
Page 49
The	
  results	
  are	
  striking	
  in	
  terms	
  of	
  economic	
  value	
  created:
Sources:	
  Uber,	
  New	
  York	
  Taxi	
  &	
  Limousine	
  Commission,	
  Boston	
  Taxi	
  Commission,	
  UBER	
  fares	
  based	
  on	
  UberX
Today,	
  average	
  Taxi	
  utilization	
  
is	
  relatively	
  low:
55%
UBER	
  fares	
  are	
  lower	
  than	
  
regular	
  taxi	
  prices
-­‐18%
…but	
  Uber	
  drives	
  report	
  
higher	
  incomes:
+22%
Page 50
The	
  speed	
  and	
  scale	
  with	
  which	
  Uber	
  has	
  grown	
  as	
  spawned	
  a	
  wave	
  of	
  investment:
The	
  number	
  of	
  new	
  digital	
  online	
  services	
  that	
  do	
  this	
  is	
  
growing	
  enormously:
UBER	
  (and	
  similar	
  services)	
  are	
  using	
  
data	
  to	
  bring	
  LIQUIDITY	
  to	
  markets:
Just	
  550	
  Employees	
  
Estimated	
  $1bn	
  in	
  revenue	
  
$10bn	
  Valuation
Page 51
Our Discussion Today
Entering	
  A	
  New	
  Era	
  In	
  Mobile	
  &	
  Social	
  Computing
The	
  Next	
  Battleground:	
  Distributed,	
  Autonomous	
  Internet	
  of	
  Things
The	
  Shape	
  of	
  Business	
  Models	
  To	
  Come
Writing	
  The	
  Rules	
  of	
  The	
  Next	
  Marketplace
Page 52
He	
  who	
  has	
  the	
  gold,	
  makes	
  the	
  
rules.
Unknown
Page 53
If	
  we	
  want	
  to	
  see	
  some	
  real	
  battles,	
  we	
  should	
  take	
  a	
  look	
  at	
  the	
  fights	
  going	
  on	
  between	
  
existing	
  industry	
  leaders	
  and	
  disruptive	
  attackers	
  using	
  the	
  Internet	
  of	
  Things
Car	
  Sharing
Apartment	
  Sharing
Recent	
  Regulatory	
  
Battles	
  Over	
  Market	
  
Disruption
Page 54
Despite	
  dominating	
  existing	
  industries,	
  incumbents	
  (so	
  far)	
  seem	
  to	
  be	
  losing	
  the	
  battle	
  
against	
  market	
  disruptions
Products come and go.
Systems last longer.
Relationships endure.
Page 55
It’s	
  important	
  for	
  our	
  economic	
  growth	
  that	
  innovators	
  win	
  these	
  regulatory	
  battles
US	
  Productivity	
  Growth,	
  1960-­‐2007	
  
Total	
  Factor	
  Productivity,	
  Average	
  Annual	
  Percentage	
  
Information	
  Technology	
  &	
  US	
  Productivity	
  Growth,	
  Jorgenson,	
  Ho,	
  &	
  Samuels
-­‐0.075%
0%
0.075%
0.15%
0.225%
0.3%
1960-­‐2007
IT	
  Producing IT	
  Intensive
Non-­‐IT	
  Intensive
IT Intensive Industries IT Share of
CapEx
Securities contracts & investments 85%
Air transportation 68%
Professional Services 63%
Broadcasting and telecom 57%
Educational services 55%
Newspaper & book publishers 55%
Management of companies 54%
Administrative and support services 50%
Water transportation 48%
Machinery 34%
Federal General government 30%
Retail Trade 16%
Page 56
The	
  list	
  of	
  industries	
  that	
  have	
  yet	
  to	
  really	
  be	
  transformed	
  by	
  IT	
  and	
  to	
  leverage	
  IT	
  is	
  
enormous,	
  and	
  it	
  is	
  the	
  biggest	
  area	
  of	
  opportunity	
  for	
  the	
  Internet	
  of	
  Things
Non-IT Intensive Industries IT Share of
CapEx
Farms 1%
Real estate 1%
Oil and gas extraction 3%
Accommodation 7%
Utilities 7%
Amusements and recreation 8%
Electrical equipment appliances 11%
Federal Government enterprises 11%
Ambulatory health care services 12%
Fabricated metal products 14%
Motion picture and sound recording 14%
Warehousing and storage 14%
Smart	
  Planting	
  Technology
RFID	
  wrist	
  bands	
  at	
  DisneyLand
3D	
  printed	
  solid	
  objects
Smart	
  containers	
  &	
  warehouses
Smart	
  hotel	
  rooms	
  &	
  door	
  locks
Electronic	
  Medical	
  Records
Page 57
When	
  it	
  comes	
  to	
  transforming	
  our	
  economy,	
  we’ve	
  only	
  just	
  gotten	
  started
48% 50%
2%
IT	
  Producing
IT	
  Intensive
Non-­‐IT	
  Intensive
44%
53%
3%
Economic	
  Share	
  IT	
  
Producing,	
  Intensive	
  &	
  
Non-­‐Intensive	
  Industries	
  
!
Share	
  of	
  Total	
  Economic	
  Output,	
  
Information	
  Technology	
  &	
  US	
  
Productivity	
  Growth,	
  Jorgenson,	
  Ho,	
  &	
  
Samuels
1960-­‐1995	
  Average 2000-­‐2007	
  Average
Paul R Brody
LinkedIn.com/In/PBrody
@pbrody
Twitter & Weibo: @pbrody

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Capturing Value from The Next 10 Billion Devices

  • 1.
  • 2. Capturing Value From The Next 10 Billion Devices Paul R Brody Vice President & Global Industry Leader, Electronics
  • 3. Page 3 Our Discussion Today Entering  A  New  Era  In  Mobile  &  Social  Computing The  Next  Battleground:  Distributed,  Autonomous  Internet  of  Things The  Shape  of  Business  Models  To  Come Writing  The  Rules  of  The  Next  Marketplace
  • 4. Page 4 You  can  see  the  computer  age   everywhere  but  in  the  productivity   statistics. Robert  Solow,  1987
  • 5. Page 5 Computers  spread  through  enterprises  throughout  the  1970s  and  1980s  even  as   productivity  growth  stalled 0 5,625 11,250 16,875 22,500 1980 1981 1982 1983 1984 1985 1986 1987 1988 1989 1990 IBM PC Apple II Macintosh Amiga Atari 400/800 Atari ST C 64 TRS-80 NeXT PET Other PC  Platform  Volumes,  1980-­‐1990   jeremyreimer.com 0% 1% 1% 2% 3% 1970s 1980s 1990s GPD  Per  Capita    Growth,  G7   OECD
  • 6. Page 6 The  1980s  saw  intense  battles  to  define  the  shape  of  the  computing  world  as  multiple   Personal  Computer  ecosystems  battled  for  market  supremacy 0% 25% 50% 75% 100% 1980 1981 1982 1983 1984 1985 1986 1987 1988 1989 1990 Mac Amiga PC C64 Apple II Atari ST Other PC  Platform  Market  Share,  1980-­‐1990   jeremyreimer.com
  • 7. Page 7 Though  personal  computers  seemed  to  be  everywhere,  the  reality  is  that  we  had  only  just   started  to  really  consume  computing  power PC  Platform   Volumes,   1975-­‐2010   jeremyreimer.com PC  “Wins”
  • 8. Page 8 The  reality  is  that  only  after  standards  had  been  established  and  scale  achieved  did   volumes  really  start  to  expand  enormously 0 100,000 200,000 300,000 400,000 1975 1979 1983 1987 1991 1995 1999 2003 2007 IBM PC Apple II Macintosh All OthersPC  Platform   Volumes,   1975-­‐2010   jeremyreimer.com PC  “Wins”
  • 9. Page 9 It  was  only  then  that  economists  could  start  to  see  a  significant  increase  in  productivity   growth  from  the  rapid  expansion  of  the  personal  computer US  Productivity  Growth,   1960-­‐2007   Total  Factor  Productivity,  Average   Annual  Percentage   ! Information  Technology  &  US  Productivity   Growth,  Jorgenson,  Ho,  &  Samuels -­‐0.1% 0% 0.1% 0.2% 0.3% 0.4% 1960-­‐2007 2000-­‐2007 IT  Producing IT  Intensive Non-­‐IT  Intensive
  • 10. Page 10 In  the  PC  industry,  the  market  development  era  had  to  be  completed  before  we  could  see   the  value  of  scale  and  productivity Perfect  The  Product Build  The  Ecosystem Establish  Control  Points Market  Development  Era IBM  PC  5150 Cut  Costs  &  Grow  Scale Focus  on  Value  Creation Refine  User  Experience Scale  &  Productivity  Era Dell  scaled  up  PC   business  with   Build  To  Order
  • 11. Page 11 The  mobile  industry  today  is  where  the  PC  industry  was  in  1990:  just  out  of  the  first   battles  for  market-­‐share  and  into  the  period  of  scaling  up 0% 25% 50% 75% 100% 2000 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 Symbian Windows Palm Blackberry Android iPhone Linux Others Smartphone  Platform   Market  Share  &  Shipments,   2000-­‐2012   jeremyreimer.com
  • 12. Page 12 The  mobile  industry  today  is  where  the  PC  industry  was  in  1990:  just  out  of  the  first   battles  for  market-­‐share  and  into  the  period  of  scaling  up 0 150 300 450 600 2000 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 Symbian WinMobile PalmOS Blackberry Android iPhone Linux Others Smartphone  Platform   Market  Share  &  Shipments,   2000-­‐2012   jeremyreimer.com
  • 13. Page 13 Social  networks  are  also  consolidating  into  a  small  group  of  very  big  players June  2009 Image  cc  From  Vincenzo  Cosenza,  vincos.it
  • 14. Page 14 Social  networks  are  also  consolidating  into  a  small  group  of  very  big  players December  2013 Image  cc  From  Vincenzo  Cosenza,  vincos.it
  • 15. Page 15 Though  the  volumes  may  seem  large,  only  about  20%  of  the  world  population  have   mobile  phones  or  are  connected  through  social  networks.    We’re  just  getting  started. Perfect  The  Product Build  The  Ecosystem Establish  Control  Points Market  Development  Era The  T-­‐Mobile  G1:   First  Android   Phone Cut  Costs  &  Grow  Scale Focus  on  Value  Creation Refine  User  Experience Scale  &  Productivity  Era The  Smartisan  T1   Android  Phone
  • 16. Page 16 For  industry  participants,  the  implications  are  clear  as  well:  time  to  shift  your  approach   from  designing  business  models  and  ecosystems  to  enabling  productivity Development  Era Scaling  Era • Attempted  social  network  -­‐  Ping   • Added  new  services  like  books,   music,  video  and  apps • Product  line  extensions   • Shift  towards  fashion  and  marketing • Attempted  extensions  with  Smart  TV   apps,  music  store  &  movie  store   • Flood  market  with  offerings • Close  non-­‐performing  areas   • Simplify  product  line   • Use  scale  to  drive  out  cost • Consulting  offerings   • Customized  solutions   • Research-­‐led  engagements • High  volume  product  offerings   • $7  billion  in  scaling  investment   • Product-­‐led  engagements  with  clients
  • 17. Page 17 Our Discussion Today Entering  A  New  Era  In  Mobile  &  Social  Computing The  Next  Battleground:  Distributed,  Autonomous  Internet  of  Things The  Shape  of  Business  Models  To  Come Writing  The  Rules  of  The  Next  Marketplace
  • 18. Page 18 Those  who  cannot  remember  the   past  are  condemned  to  repeat  it. George  Santayana,  1906
  • 19. Page 19 Even  as  social  &  mobile  enter  the  era  of  scale,  we  are  still  trying  to  define  the  universe  of   options  and  capabilities  in  the  Internet  of  Things  era Smart  Cities Smart  Infrastructure Connected  Home Medical  Wearables Smart  Watches
  • 20. Page 20 However  the  market  evolves,  it  will  likely  be  shaped  by  a  set  of  technologies  now   emerging  and  converging  with  each  other Software  Defined  Supply  Chain Analytics  &  Cognitive  Computing Distributed  Computing How  to  manufacture  billions  of  smart  devices   easily  and  effectively  in  small  quantities  and  in  a   highly  customized  way. How  to  turn  data  into  useful  insight  and,  from   there,  into  recommendations  for  action. Computing  power  will  be  everywhere.    We  must   find  a  way  to  harness  it  to  keep  the  cost  and   complexity  of  managing  the  IOT  feasible.
  • 21. Page 21 Software  Defined  Supply  Chain Analytics  &  Cognitive  Computing Distributed  Computing How  to  manufacture  billions  of  smart  devices   easily  and  effectively  in  small  quantities  and  in  a   highly  customized  way. How  to  turn  data  into  useful  insight  and,  from   there,  into  recommendations  for  action. Computing  power  will  be  everywhere.    We  must   find  a  way  to  harness  it  to  keep  the  cost  and   complexity  of  managing  the  IOT  feasible.
  • 22. Page 22 The  combination  of  3D  printing  with  related  digital  manufacturing  technologies  is   reshaping  the  global  supply  chain 3 D P R I N T I N G O P E N S O U R C EINTELLIGENT ROBOTICS
  • 23. Page 23 3D  printing  (aka  Additive  Manufacturing)  is  the  most  critical  of  these  new  technologies $0.00 $0.08 $0.15 $0.23 $0.30 2013 2018 2023 COST PER UNIT VOLUME PRINTED! $/CUBIC CM - BLENDED AVERAGE -79% -92% Over the next 10 years, 3D printing will become 92% cheaper than today. This technology will shift from being a tool for prototyping to one of mass manufacturing.
  • 24. Page 24 Using  these  new  manufacturing  technologies,  the  required  scale  to  produce  a  product   efficiently  is  up  to  90%  lower  than  current  manufacturing  methodologies 90% LESS VOLUME REQUIRED 0 25 50 75 100 2012 Traditional 2017 Digital 2022 Digital 17 25 100 3 29 100 17 24 100 2 24 100 AGGREGATE NORMALIZED! MINIMUM ECONOMIC SCALE
  • 25. Page 25 The  net  result  is  a  much  more  flexible,  responsive  supply  chain HARDWARE CONSTRAINED BUILD A MOLD OR CAST HARDWIRE PRODUCTION LINE DEVELOP EMBEDDED CHIP SOFTWARE DEFINED PRINT PARTS DIRECTLY BY SOFTWARE RECONFIGURE ASSEMBLY THROUGH SOFTWARE DIGITAL CONTROLS USING SOFTWARE
  • 26. Page 26 When  you  use  a  supply  chain  that  is  built  on  3D  printing,  the  results  are  dramatic Software Defined Supply Chain - 2012Case Example:! ! To manufacture efficiently, you need the scale that comes from covering a whole market in the traditional model
  • 27. Page 27 When  you  use  a  supply  chain  that  is  built  on  3D  printing,  the  results  are  dramatic Software Defined Supply Chain - 2017Case Example:! ! By 2017, 3D printing and robotic assembly make it simple and easy enough to start manufacturing regionally.
  • 28. Page 28 When  you  use  a  supply  chain  that  is  built  on  3D  printing,  the  results  are  dramatic Software Defined Supply Chain - 2022Case Example:! ! By 2022, we forecast that most mew manufacturing capacity will be shifting back towards a localized model
  • 29. Page 29 Software  Defined  Supply  Chain Analytics  &  Cognitive  Computing Distributed  Computing How  to  manufacture  billions  of  smart  devices   easily  and  effectively  in  small  quantities  and  in  a   highly  customized  way. How  to  turn  data  into  useful  insight  and,  from   there,  into  recommendations  for  action. Computing  power  will  be  everywhere.    We  must   find  a  way  to  harness  it  to  keep  the  cost  and   complexity  of  managing  the  IOT  feasible.
  • 30. Page 30 Cognitive  computing  will  allow  us  to  blend  unstructured  information  with  structured  data Unstructured  data  like  medical   papers  give  guidelines: Structured  data  from  systems   shows  an  individual  patient: What  is  the   right  course  of   treatment?
  • 31. Page 31 Without  cognitive  computing  -­‐  a  kind  of  electronic  common  sense  -­‐  we  will  be   overwhelmed  with  the  complexity  and  data  required  to  manage  smart  devices Very  stylish Not  nearly  smart  enough
  • 32. Page 32 Software  Defined  Supply  Chain Analytics  &  Cognitive  Computing Distributed  Computing How  to  manufacture  billions  of  smart  devices   easily  and  effectively  in  small  quantities  and  in  a   highly  customized  way. How  to  turn  data  into  useful  insight  and,  from   there,  into  recommendations  for  action. Computing  power  will  be  everywhere.    We  must   find  a  way  to  harness  it  to  keep  the  cost  and   complexity  of  managing  the  IOT  feasible.
  • 33. Page 33 Thanks  to  Moore’s  law,  it  will  soon  be  cheaper  and  easier  to  put  a  fully  powered  system   on  chip  platform  into  even  the  simplest  systems  than  to  customize  an  embedded  chip Full ARM SoC as powerful as many cell phones with 2GB of RAM. Boots when connected. Runs Mac OS Core (XNU) Receives MPEG stream and converts it to HDMI output. The  Apple  Lightning  to  HDMI  Connector Source:  ExtremeTech.com  report  on  Apple  lightning  HDMI  connector  cable,  retrieved  March  2013
  • 34. Page 34 Significant  recent  advances  in  the  software  of  distributed  computing  mean  that  we  may   soon  be  able  to  harness  and  use  that  computing  power  that  will  be  everywhere Billions  of  Devices Millions  of  Locations Terabytes  of  storage  &  bandwidth The  cloud  is  moving  out  of  your  data   center  and  into  your  doorknob. Image  Flickr  Creative  Commons  License
  • 35. Page 35 The  solution  to  harnessing  all  this  distributed  computing  power  is  now  visible:  BitCoin Traditional banks are built on private, centralized systems: There is one central ledger for accounts, identities, and transactions. Account owners Bank balances Transaction records New Transactions In Bitcoin, the central functions are distributed to all the participants in the system: Thanks to cheap computing power and clever process design, BitCoin enables truly distributed transaction processing. Every user has access to their own copy of the entire transaction ledger in a long file called the BLOCK CHAIN:
  • 36. Page 36 BitCoin  is  built  on  the  concept  of  distributed  consensus  -­‐  all  participants  can  see  all  the   transactions  and  many  participants  verify  the  work  of  each  transaction Transactions are confirmed by CONSENSUS Multiple ecosystem participants check on each transaction to provide REDUNDANT VERIFICATION No single point of failure No need to trust all the participants
  • 37. Page 37 Take  away  the  financial  component  of  BitCoin  and  you  have  a  powerful  decentralized   computing  system  that  can  be  used  for  all  kinds  of  systems Take Bitcoin and remove the financial component You a have powerful distributed transaction processing system Account owners Bank balances Transaction records Any transaction- intensive processing activity Transaction processing engines are the foundation of many key technology systems: Travel Resrvations Billing Systems Health Records Social Media Device Data Documents Both old… And new…
  • 38. Page 38 Case  Example:  GitChain  project  marries  distributed  computing  and  software  development   in  a  single  scalable  platform GitHub: A Centralized S/W Development System GitChain: A Decentralized S/W Development System •Same  basic  features  as   GitHub   •Better  local   performance  with  slow   networks   •Better  security  &   redundancy •Check  In  /  Check  out   software  to  develop   •Share  and  copy  code   with  other  developers   •Build  a  social  network   through  professional   work
  • 39. Page 39 Though  relatively  young  and  immature,  BitCoin  is  growing  a  rate  reminiscent  of  past   platforms  like  Facebook  and  Twitter 0 1,000,000,000 2,000,000,000 3,000,000,000 4,000,000,000 BitCoin NYSE Twitter Facebook Transactions Per Day! Various Online Services Standard Scale! As of April 2014 1 100 10,000 1,000,000 100,000,000 10,000,000,000 BitCoin NYSE Twitter Facebook Transactions Per Day! Various Online Services Log Scale! As of April 2014 0 22,500 45,000 67,500 90,000 2009 2010 2011 2012 2013 2014 BitCoin Transactions Per Day! Overall Growth Trend Standard Scale! As of April 2014
  • 40. Page 40 The  combination  of  these  technologies  will  allow  us  to  build,  scale  up,  and  manage   networks  of  billions  of  devices Software  Defined  Supply  Chain Analytics  &  Cognitive  Computing Distributed  Computing
  • 41. Page 41 Our Discussion Today Entering  A  New  Era  In  Mobile  &  Social  Computing The  Next  Battleground:  Distributed,  Autonomous  Internet  of  Things The  Shape  of  Business  Models  To  Come Writing  The  Rules  of  The  Next  Marketplace
  • 42. Page 42 The  future  is  already  here.    It’s  just   not  very  evenly  distributed. William  Gibson
  • 43. Page 43 Our  research  suggests  too  many  companies  are  trying  to  build  a  smart-­‐phone  ecosystem   based  on  apps  and  subscriptions  and  that  may  not  be  realistic No  Apps No  Subscription No  Problem
  • 44. Page 44 The  web  made  digital  services  easy  to  search,  use,  and  purchase DISCOVER USE PAY Online  Payment  icon  (cc)  by  Slawek  Jurczyk  from  the  Noun  Project
  • 45. Page 45 With  physical  beacons  and  connected  devices,  search  and  discovery,  usage,  and  payment   will  become  just  as  simple  in  real  life  as  online DISCOVER USE PAY
  • 46. Page 46 Technology  companies  are  creating  the  devices  necessary  to  instrument,  use  and  pay  for   services  and  asset  usage DISCOVER USE PAY
  • 47. Page 47 The  power  of  Internet  of  Things  will  be  to  increase  the  leverage  from  physical  assets  and   to  create  new,  digital  markets  for  physical  goods  and  services Unlocking Capacity Creating New Markets Reducing Risk Improving Efficiency Creating New Value
  • 48. Page 48 Services  like  UBER  capture  unused  capacity  and  make  it  available  through  an  online Drivers  and  customers  can  both   see  the  marketplace: Analytics  tells  drivers   where    to  find  customers: UBER  (and  similar  services)  are  using   data  to  bring  LIQUIDITY  to  markets:
  • 49. Page 49 The  results  are  striking  in  terms  of  economic  value  created: Sources:  Uber,  New  York  Taxi  &  Limousine  Commission,  Boston  Taxi  Commission,  UBER  fares  based  on  UberX Today,  average  Taxi  utilization   is  relatively  low: 55% UBER  fares  are  lower  than   regular  taxi  prices -­‐18% …but  Uber  drives  report   higher  incomes: +22%
  • 50. Page 50 The  speed  and  scale  with  which  Uber  has  grown  as  spawned  a  wave  of  investment: The  number  of  new  digital  online  services  that  do  this  is   growing  enormously: UBER  (and  similar  services)  are  using   data  to  bring  LIQUIDITY  to  markets: Just  550  Employees   Estimated  $1bn  in  revenue   $10bn  Valuation
  • 51. Page 51 Our Discussion Today Entering  A  New  Era  In  Mobile  &  Social  Computing The  Next  Battleground:  Distributed,  Autonomous  Internet  of  Things The  Shape  of  Business  Models  To  Come Writing  The  Rules  of  The  Next  Marketplace
  • 52. Page 52 He  who  has  the  gold,  makes  the   rules. Unknown
  • 53. Page 53 If  we  want  to  see  some  real  battles,  we  should  take  a  look  at  the  fights  going  on  between   existing  industry  leaders  and  disruptive  attackers  using  the  Internet  of  Things Car  Sharing Apartment  Sharing Recent  Regulatory   Battles  Over  Market   Disruption
  • 54. Page 54 Despite  dominating  existing  industries,  incumbents  (so  far)  seem  to  be  losing  the  battle   against  market  disruptions Products come and go. Systems last longer. Relationships endure.
  • 55. Page 55 It’s  important  for  our  economic  growth  that  innovators  win  these  regulatory  battles US  Productivity  Growth,  1960-­‐2007   Total  Factor  Productivity,  Average  Annual  Percentage   Information  Technology  &  US  Productivity  Growth,  Jorgenson,  Ho,  &  Samuels -­‐0.075% 0% 0.075% 0.15% 0.225% 0.3% 1960-­‐2007 IT  Producing IT  Intensive Non-­‐IT  Intensive IT Intensive Industries IT Share of CapEx Securities contracts & investments 85% Air transportation 68% Professional Services 63% Broadcasting and telecom 57% Educational services 55% Newspaper & book publishers 55% Management of companies 54% Administrative and support services 50% Water transportation 48% Machinery 34% Federal General government 30% Retail Trade 16%
  • 56. Page 56 The  list  of  industries  that  have  yet  to  really  be  transformed  by  IT  and  to  leverage  IT  is   enormous,  and  it  is  the  biggest  area  of  opportunity  for  the  Internet  of  Things Non-IT Intensive Industries IT Share of CapEx Farms 1% Real estate 1% Oil and gas extraction 3% Accommodation 7% Utilities 7% Amusements and recreation 8% Electrical equipment appliances 11% Federal Government enterprises 11% Ambulatory health care services 12% Fabricated metal products 14% Motion picture and sound recording 14% Warehousing and storage 14% Smart  Planting  Technology RFID  wrist  bands  at  DisneyLand 3D  printed  solid  objects Smart  containers  &  warehouses Smart  hotel  rooms  &  door  locks Electronic  Medical  Records
  • 57. Page 57 When  it  comes  to  transforming  our  economy,  we’ve  only  just  gotten  started 48% 50% 2% IT  Producing IT  Intensive Non-­‐IT  Intensive 44% 53% 3% Economic  Share  IT   Producing,  Intensive  &   Non-­‐Intensive  Industries   ! Share  of  Total  Economic  Output,   Information  Technology  &  US   Productivity  Growth,  Jorgenson,  Ho,  &   Samuels 1960-­‐1995  Average 2000-­‐2007  Average