Thingalytics uses real-time analytics and algorithms to guide organizations through analyzing large amounts of data generated by the Internet of Things, enabling them to optimize operations, identify opportunities and minimize threats. It works by continuously monitoring data from connected devices and sensors to spot patterns and make small adjustments that improve performance. Any organization involved in the Internet of Things can benefit from Thingalytics to gain insights from their data and devices.
3. What is Thingalytics?
It is the science behind using
real-time analytics and
algorithms to guide you through
the MAZE of fast Big Data arising
from the
INTERNET OF THINGS
5. What does Thingalytics do?
Thingalytics enables organizations
to use real-time analytics and
algorithms to seize opportunities
that flow from the
INTERNET OF THINGS
while simultaneously
minimizing threats
6. Who uses
(or will use)
Thingalytics?
Any organization
that is involved in,
and can benefit
from, the Internet
of Things needs
Thingalytics…
7. Who uses
(or will use)
Thingalytics?
Any organization
that is involved in,
and can benefit
from, the Internet
of Things needs
Thingalytics…
From hospitals to
shipping companies,
banks or appliance
manufacturers, to name but
a few…
8. Who uses
(or will use)
Thingalytics?
Any organization
that is involved in,
and can benefit
from, the Internet
of Things needs
Thingalytics…
From hospitals to
shipping companies,
banks or appliance
manufacturers, to name but
a few…
There are
already many
visionary firms running real
world Implementations of
Thingalytics, including: Turkcell,
Coca-Cola, Royal Dirkzwager, ANZ,
Greyhound, Electrolux, Medtronic…
10. How does Thingalytics Work?
Thingaly)cs
is
about
a
lot
of
small,
con)nuous
adjustments
that
can
improve
the
world
11. How does Thingalytics Work?
Thingaly)cs
is
about
a
lot
of
small,
con)nuous
adjustments
that
can
improve
the
world
Thingaly)cs
is
about
spo;ng
what
is
happening
now,
or
what
might
be
about
to
happen,
and
using
that
intelligence
12. How does Thingalytics Work?
Thingaly)cs
is
about
a
lot
of
small,
con)nuous
adjustments
that
can
improve
the
world
Thingaly)cs
is
about
spo;ng
what
is
happening
now,
or
what
might
be
about
to
happen,
and
using
that
intelligence
With
Thingaly)cs,
we
con)nuously
look
for
“in-‐the-‐moment”
opportuni)es
to
improve
performance
13. How does Thingalytics Work?
Thingaly)cs
is
about
a
lot
of
small,
con)nuous
adjustments
that
can
improve
the
world
Thingaly)cs
is
about
spo;ng
what
is
happening
now,
or
what
might
be
about
to
happen,
and
using
that
intelligence
With
Thingaly)cs,
we
con)nuously
look
for
“in-‐the-‐moment”
opportuni)es
to
improve
performance
There
are
many
ways
to
achieve
the
benefits
of
Thingaly)cs
and
supercharge
your
organiza)on
15. Why is
THINGALYTICS
important
?
There
are
measurable
benefits
to
using
Thingaly)cs:
1. IMPROVING
opera)ng
efficiencies
2. AVOIDING
costly
mistakes
or
threats
to
your
business
3. SEIZING
opportuni)es
for
profit
and
growth
4. SUPERCHARGING
the
customer
experience.
18. What’s
the point
of
THINGALYTICS
?
Modern
businesses
require
new,
agile
systems
to
handle
the
computa)onal
explosion
of
sensory
inputs
and
reference
data
generated
by
the
INTERNET
OF
THINGS
Thingaly@cs
is
all
about
collec)ng
the
right
informa)on,
analyzing
it
in
the
right
way,
and
driving
the
right
decisions
to
make
systems
smarter…
&
even
self-‐learning
19. 1. It’s All About Me: Highly targeted loyalty programs for
retail, banking, hospitality…
2. Machines With Feelings: Connecting machines to
optimize performance & reduce costs in manufacturing,
utilities, …
3. Home is Where the Smart Is: Making the home easier &
cheaper to run with smart appliances
4. Take 2 Smart Pills & Call Me in the Morning: Smart
healthcare to reduce costs, stretch resources and save
lives
5. I’m the Chairman of the Board: Smarter algorithms to
drive smarter decisions (e.g., capital markets trading)
6. Robocops: Smarter than the Average Criminal:
Algorithmic police to stop IoT hurting people or losing
money
7. Planes, Trains & Automobiles: Optimizing transport &
logistics to save money, get to places faster
MAJOR
STRANDS
OF Thingalytics
7
20. MAJOR
STRANDS
OF Thingalytics
7
INTERNET OF THINGS becomes very
exciting when we see how lives can
be saved, fraud avoided, customers
delighted and carbon emissions reduced
It gets SCARY, however, when we realize a
single mistake can mean millions of dollars
lost in seconds, company reputations
ruined in moments, and lives put at risk
THINGALYTICS allows us to enable the
opportunities of IoT while avoiding the threats
21.
22. Thingalytics #1: “It’s all about me”
Thingalytics empowers a new generation of personalized marketing and customer experience applications
23. Thingalytics #1: “It’s all about me”
Thingalytics empowers a new generation of personalized marketing and customer experience applications
24. Thingalytics #1: “It’s all about me”
Thingalytics empowers a new generation of personalized marketing and customer experience applications
AGE: 28 (+/- 5)
GENDER: FEMALE
ID: 98543
UPTIME: 13.42
HAPPY:
Facial Recognition
25. Thingalytics #1: “It’s all about me”
Thingalytics empowers a new generation of personalized marketing and customer experience applications
DYNAMIC
offers
26. Thingalytics #1: “It’s all about me”
Thingalytics empowers a new generation of personalized marketing and customer experience applications
LOCATION
DYNAMIC
offers
27. Thingalytics #1: “It’s all about me”
Thingalytics empowers a new generation of personalized marketing and customer experience applications
LOCATION
BUYING
behavior
&
interests
DYNAMIC
offers
28. Thingalytics #1: “It’s all about me”
Thingalytics empowers a new generation of personalized marketing and customer experience applications
LOCATION
BUYING
behavior
&
interests
DYNAMIC
offers
SEG
MENT
of
one
marke@ng
29. Thingalytics #1:
Thingalytics empowers a new generation of personalized marketing and customer experience applications
SPECIAL
BANANA
OFFER
FACE
Detec@on
50%
off
when
you
buy
2
IT’S
ALL
ABOUT
ME
30. Thingalytics empowers a new generation of personalized marketing and customer experience applications
FACE
Detec@on
OFFER
Matching
Learn
&
Refine
OFFERS
Hello
Bob!
Check
this
out!
20%
off
Thingaly)cs
Thingalytics #1:
IT’S
ALL
ABOUT
ME
31. Thingalytics empowers a new generation of personalized marketing and customer experience applications
FACE
Detec@on
OFFER
Matching
Learn
&
Refine
OFFERS
Hello
Bob!
Check
this
out!
20%
off
Thingaly)cs
Thingalytics #1:
IT’S
ALL
ABOUT
MEDemographic
ANALYSIS
32. Thingalytics empowers a new generation of personalized marketing and customer experience applications
FACE
Detec@on
OFFER
Matching
Learn
&
Refine
OFFERS
Hello
Bob!
Check
this
out!
20%
off
Thingaly)cs
Thingalytics #1:
IT’S
ALL
ABOUT
MEDemographic
ANALYSIS
Effec@veness
ANALYSIS
33. Thingalytics #1: “It’s all about me”
Thingalytics empowers a new generation of personalized marketing and customer experience applications
Hotels wish to provide a better customer
experience by being able to identify people
who stay frequently, determine where they are
in their hotels and evaluate their satisfaction
34. Thingalytics #1: “It’s all about me”
Thingalytics empowers a new generation of personalized marketing and customer experience applications
Hotels wish to provide a better customer
experience by being able to identify people
who stay frequently, determine where they are
in their hotels and evaluate their satisfaction 5-‐Star
Hotel
GUEST
RECOGNITION
Room
5446
No
Smoking
Nut
Allergy
Room
3278
Smoker
Champagne
in
room
Room
2149
Prefers
Sea
view
No
Smoking
Room
6832
No
Smoking
35. Thingalytics #1: “It’s all about me”
Thingalytics empowers a new generation of personalized marketing and customer experience applications
Hotels wish to provide a better customer
experience by being able to identify people
who stay frequently, determine where they are
in their hotels and evaluate their satisfaction
To achieve this, they employ ‘inside’ location-
tracking technologies...
36. Thingalytics #1: “It’s all about me”
Thingalytics empowers a new generation of personalized marketing and customer experience applications
Hotels wish to provide a better customer
experience by being able to identify people
who stay frequently, determine where they are
in their hotels and evaluate their satisfaction
To achieve this, they employ ‘inside’ location-
tracking technologies...
Members of loyalty schemes download a smart
app that tracks their experience in the hotel,
enabling them to :
1. Receive offers and hotel information
2. Provide the hotel with the ability to respond
when opportunities present themselves to
enhance a member’s experience
37.
38. Thingalytics #2: “Machines with Feelings”
THINGALYTICS looks into industrial and
retail processes and considers how
smart machines are enhancing
efficiency, reducing costs and
improving customer experiences…
39. 8.4 meters
4.7 meters
Thingalytics #2: “Machines with Feelings”
The
opera)ng
standards
for
GE
generators
is
extremely
high.
If
one
generator
fails,
it
could
take
down
an
en)re
manufacturing
plant
40. 8.4 meters
4.7 meters
Thingalytics #2: “Machines with Feelings”
By
pulling
data
from
200+
sensors
into
a
central
database
and
then
crea)ng
algorithms
around
certain
processes,
GE
could
become
more
proac)ve
and
remotely
manage
any
issues
as
soon
as
–
or
some)mes
even
before
–
they
come
up
The
opera)ng
standards
for
GE
generators
is
extremely
high.
If
one
generator
fails,
it
could
take
down
an
en)re
manufacturing
plant
41. Thingalytics #2: “Machines with Feelings”
Cars possess many systems and processes, and companies like
Schwering and Hasse Elektrodraht must ensure top quality for their products.
Their factory produces more than ~87,000 miles of coiled wire every day
42. Thingalytics #2: “Machines with Feelings”
Cars possess many systems and processes, and companies like
Schwering and Hasse Elektrodraht must ensure top quality for their products.
Their factory produces more than ~87,000 miles of coiled wire every day
43. Streaming Analytics
& Rules platform
Thingalytics #2: “Machines with Feelings”
Collected machine
data is streamed in
and additional data
from the ERP retrieved
Cars possess many systems and processes, and companies like
Schwering and Hasse Elektrodraht must ensure top quality for their products.
Their factory produces more than ~87,000 miles of coiled wire every day
44. Streaming Analytics
& Rules platform
Thingalytics #2: “Machines with Feelings”
Collected machine
data is streamed in
and additional data
from the ERP retrieved
Anomalies detected on moving
averages if specific thresholds are
breached. Alerts sent to dashboards
and ERP system
Cars possess many systems and processes, and companies like
Schwering and Hasse Elektrodraht must ensure top quality for their products.
Their factory produces more than ~87,000 miles of coiled wire every day
49. Thingalytics apps are
revolutionizing cooking,
cleaning, washing and TV…
CUSTOMER
behavior
&
preferences
MARKETING
campaigns
CONTENT
sugges@ons
PERSONALIZED
adver@sing
50. Thingalytics apps are
revolutionizing cooking,
cleaning, washing and TV…
CUSTOMER
behavior
&
preferences
MARKETING
campaigns
CONTENT
sugges@ons
PERSONALIZED
adver@sing
When
10,000
RELEVANT
customers
are
viewing,
PLAY
Advert
51.
52. Thingalytics #4: “Take 2 Pills & Call me in the Morning”
Thingalytics applications are
manifesting themselves throughout
the medical industry …
…Thingalytics is a key driver in the
quest for smart hospitals
53. Thingalytics #4: “Take 2 Pills & Call me in the Morning”
Thingalytics applications are
manifesting themselves throughout
the medical industry …
…Thingalytics is a key driver in the
quest for smart hospitals
A smart
hospital offers
more ADVANCED
levels of patient care
than a conventional
hospital, and it can
operate more
efficiently
54. Thingalytics #4: “Take 2 Pills & Call me in the Morning”
Thingalytics applications are
manifesting themselves throughout
the medical industry …
…Thingalytics is a key driver in the
quest for smart hospitals
A smart
hospital offers
more ADVANCED
levels of patient care
than a conventional
hospital, and it can
operate more
efficiently
Technology
might not save
the world, but it
can help SAVE a
patient or a
caregiver’s
LIFE
55. Thingalytics #4: “Take 2 Pills & Call me in the Morning”
Thingalytics applications are
manifesting themselves throughout
the medical industry …
…Thingalytics is a key driver in the
quest for smart hospitals By continuously analyzing
locations, vital signs, drugs
administered, room sensors,
and many other inputs and
personalizing them to the
medical situation…
THINGALYTICS can enable
hospitals to provide a level
of care previously
unimagined, while reducing
healthcare costs
56. Thingalytics #4: “Take 2 Pills & Call me in the Morning”
THINGALYTICS apps
include ‘wearable
tech’ for FITNESS
57. Thingalytics #4: “Take 2 Pills & Call me in the Morning”
THINGALYTICS apps
include ‘wearable
tech’ for FITNESS
and
HEALTH
60. Thingalytics #4: “Take 2 Pills & Call me in the Morning”
THINGALYTICS
also brings us
INTELLIGENT
Monitoring
61. ALERT ALERT
You WILL have a cardiac
arrest in 5 minutes; your
pacemaker is adjusted
to give you a
reviving
shock!
Thingalytics #4: “Take 2 Pills & Call me in the Morning”
62.
63. Thingalytics #5:
“I’m the Chairman
of the Board”
The exploration of smart self-learning algorithms that function as the
“brains” of Thingalytics, focusing particularly on automated trading
64. Thingalytics #5:
“I’m the Chairman
of the Board”
The exploration of smart self-learning algorithms that function as the
“brains” of Thingalytics, focusing particularly on automated trading
As algorithms become
more INTELLIGENT they
can be used for far-
reaching decision-
making that can further
impact the fate of
human beings
65. Thingalytics #5:
“I’m the Chairman
of the Board”
The exploration of smart self-learning algorithms that function as the
“brains” of Thingalytics, focusing particularly on automated trading
As algorithms become
more INTELLIGENT they
can be used for far-
reaching decision-
making that can further
impact the fate of
human beings
Algorithms are the
SMARTS behind
Thingalytics
Coupled with the
INTERNET OF THINGS,
streaming Big Data is
expanding exponentially
66. Thingalytics #5:
“I’m the Chairman
of the Board”
The exploration of smart self-learning algorithms that function as the
“brains” of Thingalytics, focusing particularly on automated trading
As algorithms become
more INTELLIGENT they
can be used for far-
reaching decision-
making that can further
impact the fate of
human beings
Algorithms are the
SMARTS behind
Thingalytics
Coupled with the
INTERNET OF THINGS,
streaming Big Data is
expanding exponentially
And, algorithms do not
need coffee, lunch, or
bathroom breaks
67.
68. Thingalytics #6: “Robocop: Smarter than the
Average Criminal”
Thingalytics is
about PROTECTING
us from things
going wrong,
sometimes in the
very systems it has
helped to create!
Thingalytics is about
monitoring and policing
human – and
computer-driven –
ecosystems…
Checking that they
stay within the law
and, if necessary, taking
action to ensure they do
69. Past,
Present
&
Predic@ve
ANALYSIS
Thingalytics #6: “Robocop: Smarter than the Average Criminal”
70. Past,
Present
&
Predic@ve
ANALYSIS
Performing
analysis
on
historical
data,
real-‐)me
data,
plus
predic)ng
and
warning
of
threats
before
they
occur
or
do
damage
Thingalytics #6: “Robocop: Smarter than the Average Criminal”
71. An
out
of
control
algo
can
–
and
has
–
bankrupted
a
trading
firm
Past,
Present
&
Predic@ve
ANALYSIS
Performing
analysis
on
historical
data,
real-‐)me
data,
plus
predic)ng
and
warning
of
threats
before
they
occur
or
do
damage
Thingalytics #6: “Robocop: Smarter than the Average Criminal”
72. Casinos use Thingalytics for more than
surveillance; each table or gambling
machine is monitored with many sensors
Thingalytics #6: “Robocop: Smarter than the Average Criminal”
73. Casinos use Thingalytics for more than
surveillance; each table or gambling
machine is monitored with many sensors
By analyzing win/loss per game
and table, scammers and cheats
can be more easily spotted
Thingalytics #6: “Robocop: Smarter than the Average Criminal”
74. Thingaly)cs
provides
support
for
the
monitoring
and
analyzing
of
the
‘fire
hose’
of
market,
trade,
and
social
media
data
to
prevent
fraud
and
market
manipula)on,
using
large
structured
and
unstructured
data
sets
Thingalytics #6: “Robocop: Smarter than the Average Criminal”
75. Thingaly)cs
provides
support
for
the
monitoring
and
analyzing
of
the
‘fire
hose’
of
market,
trade,
and
social
media
data
to
prevent
fraud
and
market
manipula)on,
using
large
structured
and
unstructured
data
sets
Thingalytics #6: “Robocop: Smarter than the Average Criminal”
By
connec)ng
to
disparate
sources
of
trading
rela)onship
informa)on
(i.e.,
IMs,
chat
rooms,
emails,
mobile
phones,
video
and
audio
surveillance)
-‐
trader
behaviour
can
be
surmised…
• Was
the
trader
working
unusual
hours?
• Did
she
never
take
a
vaca)on?
• Did
he
buy
a
fishery
together
with
another
FX
trader,
who
happens
to
be
his
banks’
client?
76. Thingaly)cs
provides
support
for
the
monitoring
and
analyzing
of
the
‘fire
hose’
of
market,
trade,
and
social
media
data
to
prevent
fraud
and
market
manipula)on,
using
large
structured
and
unstructured
data
sets
Thingalytics #6: “Robocop: Smarter than the Average Criminal”
By
Including
data
from
social
media,
email
and
chat
rooms,
the
tangled
web
that
fraudsters
weave
becomes
more
predictable
when
management
can
watch
the
threads
crea)ng
the
web.
Fast,
Big
Data
comprises
these
threads
of
anomalous
human
behaviour;
THINGALYTICS
grabs
and
analyses
the
threads,
then
creates
ac)ons…
77. Monitoring
Known
&
Unknown
Threats
Benchmarking
behavior
and
performance
to
uncover
previously
unknown
paqerns
Thingalytics #6:
“Robocop: Smarter than the Average Criminal”
78. Monitoring
Known
&
Unknown
Threats
Benchmarking
behavior
and
performance
to
uncover
previously
unknown
paqerns
Monitoring
for
‘unknowns’
can
be
achieved
by
benchmarking
behavior
that
is
“normal”
over
)me
and
then
spo;ng
behavior
that
deviates
from
the
norm…
Thingalytics #6:
“Robocop: Smarter than the Average Criminal”
79. Monitoring
Known
&
Unknown
Threats
Benchmarking
behavior
and
performance
to
uncover
previously
unknown
paqerns
Monitoring
for
‘unknowns’
can
be
achieved
by
benchmarking
behavior
that
is
“normal”
over
)me
and
then
spo;ng
behavior
that
deviates
from
the
norm…
Thingaly)cs
helps
spot
suspicious
behavior
and
could
involve
digitally
monitoring
loca)ons
and
in-‐person
interac)ons
of
traders…
their
speech
and
facial
expressions,
for
example
Thingalytics #6:
“Robocop: Smarter than the Average Criminal”
80. Monitoring
Known
&
Unknown
Threats
Benchmarking
behavior
and
performance
to
uncover
previously
unknown
paqerns
Monitoring
for
‘unknowns’
can
be
achieved
by
benchmarking
behavior
that
is
“normal”
over
)me
and
then
spo;ng
behavior
that
deviates
from
the
norm…
Thingaly)cs
helps
spot
suspicious
behavior
and
could
involve
digitally
monitoring
loca)ons
and
in-‐person
interac)ons
of
traders…
their
speech
and
facial
expressions,
for
example
Cyber-‐terrorism
is
on
the
upswing
and
algorithmic
terrorism,
where
a
well-‐
funded
criminal
or
terrorist
organiza)on
causes
a
major
market
crisis,
could
be
the
next
itera)on.
Only
by
keeping
a
close
watch
on
the
markets
and
the
par)cipants
involved
can
these
unwanted
behaviors
be
nipped
in
the
bud
Thingalytics #6:
“Robocop: Smarter than the Average Criminal”
81.
82. Smart Apps for smart logistics and autonomous transport systems
Thingalytics #7: “Planes, Trains & Automobiles”
Human beings
are NOT very
good drivers!
We are easily
distracted, get
tired, and make
WRONG decisions
There are
many recorded
incidents of car,
plane and train
crashes every year
We CRASH a lot
83. Thingalytics #7: “Planes, Trains & Automobiles”
Thingalytics will enable
us to ‘tell’ our car to find
the cheapest available
parking within a 10-minute
range, while attending a
meeting…
84. Thingalytics #7: “Planes, Trains & Automobiles”
Thingalytics will enable
us to ‘tell’ our car to find
the cheapest available
parking within a 10-minute
range, while attending a
meeting…
…Or perhaps I’ll
instruct it to earn some
money by acting as a
driverless-UBER Taxi until
I’m ready to be picked up
85. Thingalytics #7: “Planes, Trains & Automobiles”
SMARTSolar-Powered
Roadways
Smart Apps for smart logistics and autonomous transport systems
86. Thingalytics #7: “Planes, Trains & Automobiles”
Smart roads are becoming
a reality. Imagine a solar
road that powers itself…
These solar roads are
being tested now and can
provide signals and alerts
for drivers from sensors
embedded in each panel
Smart Apps for smart logistics and autonomous transport systems
87. Thingalytics #7: “Planes, Trains & Automobiles”
Smart Apps for smart logistics and autonomous transport systems
Greyhound can detect
when buses are off-route or
burning fuel unnecessarily,
and act to change it.
88. Thingalytics #7: “Planes, Trains & Automobiles”
Smart Apps for smart logistics and autonomous transport systems
Greyhound can detect
when buses are off-route or
burning fuel unnecessarily,
and act to change it.
Greyhound will also use
their THINGALYTICS
information to create
real-time offers
for their customers
89. Thingalytics #7: “Planes, Trains & Automobiles”
Smart Apps for smart logistics and autonomous transport systems
Greyhound can detect
when buses are off-route or
burning fuel unnecessarily,
and act to change it.
Greyhound will also use
their THINGALYTICS
information to create
real-time offers
for their customers
RESULT:
1. Lower costs
2. Happier customers
3. Safer buses
91. Thingalytics #7:
“Planes, Trains &
Automobiles”
Container
ships often
arrive early or
late at ports…
Smart Apps for smart logistics and
autonomous transport systems
92. Thingalytics #7:
“Planes, Trains &
Automobiles”
Container
ships often
arrive early or
late at ports…
Full speed
350 tons
Half speed
150 tons
AVERAGE FUEL CONSUMPTION/DAY
Optimizing
your arrival
reduces cost
& carbon footprint
Smart Apps for smart logistics and
autonomous transport systems
97. In-Memory Data Grid – Fast
Reference Data & Analytics,
Scaling Across Machines
Streaming Visualization
MQTT
Low latency,
Lightweight
Messaging
for Sensor
Integration
Thingalytics
requires
STREAMING
Analytics
Architectures
Streaming
Analytics,
Rules
& Machine
Learning
98.
99. About
the
THINGALYTICS
Book…
Dr.
John
Bates
The
Internet
of
Things
is
changing
the
world.
Thingaly)cs
by
Dr.
John
Bates
is
the
most
powerful
book
wriqen
to
date
about
the
Internet
of
Things
(IoT),
showing
businesses
how
to
take
advantage
of
the
fast
Big
Data
that
flows
across
the
digital
planet.
Pulling
from
exci)ng
examples
of
real-‐life
innova)on
and
inven)on,
John
makes
IoT
come
alive.
From
digitally
enriching
exo)c
shops
in
Istanbul,
Turkey,
to
crossing
the
USA
on
a
sensor-‐
enabled
Greyhound
Bus
to
finding
new
ways
to
mend
people
in
hospital
smart
opera)ng
rooms,
Thingaly)cs
depicts
how
IoT
can
make
our
lives
happier,
easier,
more
produc)ve
and
even
safer.
John
Bates
personally
interviewed
each
of
the
people
in
this
book.
His
deep
knowledge
of
their
vision,
their
businesses
and
their
goals
gives
him
the
insight
and
the
gravitas
to
explain
how
each
organiza)on
is
conquering
the
digital
world.
Winners
in
the
IoT
race
will
not
only
profit
but
could
–
just
possibly
–
avert
disaster.
Thingaly)cs
becomes
very
exci)ng
when
we
see
how
lives
can
be
saved,
fraud
avoided,
customers
delighted
and
carbon
emissions
reduced.
100. About
the
Author…
Dr.
John
Bates
Dr.
John
Bates
is
a
pioneer
in
the
fields
of
the
Internet
of
Things
and
Big
Data
Streaming
Analy)cs.
Wall
Street
and
Technology
named
him
one
of
the
“Innovators
of
the
Decade”
and
Ins)tu)onal
Investor
lists
him
as
one
of
the
“Tech
50”
most
influen)al
technologists.
John
holds
a
Ph.D.
in
Computer
Science
from
Cambridge
University
UK
and
was
a
tenured
academic
un)l
he
leu
to
found
Apama,
the
revolu)onary
real-‐)me
analy)cs
company.
He
has
served
as
CTO
at
Progress
Souware
and
is
currently
CMO
and
Head
of
Industry
Solu)ons
at
Souware
AG.