<s>
The	B-Application
Artificial	I-Application
Intelligence	I-Application
of	O
Things	O
(	O
AIoT	B-Device
)	O
is	O
the	O
combination	O
of	O
Artificial	B-Application
intelligence	I-Application
(	O
AI	B-Application
)	O
technologies	O
with	O
the	B-Operating_System
Internet	I-Operating_System
of	I-Operating_System
things	I-Operating_System
(	O
IoT	B-Operating_System
)	O
infrastructure	O
to	O
achieve	O
more	O
efficient	O
IoT	B-Operating_System
operations	O
,	O
improve	O
human-machine	O
interactions	O
and	O
enhance	O
data	O
management	O
and	O
analytics	O
.	O
</s>
<s>
In	O
2018	O
,	O
KPMG	O
published	O
a	O
foresight	O
study	O
on	O
the	O
future	O
of	O
AI	B-Application
including	O
scenarios	O
until	O
2040	O
.	O
</s>
<s>
The	O
analysts	O
describe	O
a	O
scenario	O
in	O
detail	O
where	O
a	O
community	O
of	O
things	O
would	O
see	O
each	O
device	O
also	O
contain	O
its	O
own	O
AI	B-Application
that	O
could	O
link	O
autonomously	O
to	O
other	O
AIs	B-Application
to	O
,	O
together	O
,	O
perform	O
tasks	O
intelligently	O
.	O
</s>
<s>
Value	O
creation	O
would	O
be	O
controlled	O
and	O
executed	O
in	O
real-time	O
using	O
swarm	B-Architecture
intelligence	I-Architecture
.	O
</s>
<s>
Many	O
industries	O
could	O
be	O
transformed	O
with	O
the	O
application	O
of	O
swarm	B-Architecture
intelligence	I-Architecture
,	O
including	O
:	O
automotive	O
,	O
cloud	O
,	O
medical	O
,	O
military	O
,	O
research	O
,	O
and	O
technology	O
.	O
</s>
<s>
In	O
the	O
AIoT	B-Device
an	O
important	O
facet	O
is	O
AI	B-Application
being	O
done	O
on	O
some	O
Thing	O
.	O
</s>
<s>
In	O
its	O
purest	O
form	O
this	O
involves	O
performing	O
the	O
AI	B-Application
on	O
the	O
device	O
,	O
i.e.	O
</s>
<s>
at	O
the	O
edge	O
or	O
Edge	B-Device
Computing	I-Device
,	O
with	O
no	O
need	O
for	O
external	O
connections	O
.	O
</s>
<s>
There	O
is	O
no	O
need	O
for	O
an	O
Internet	O
in	O
AIoT	B-Device
,	O
it	O
is	O
an	O
evolution	O
of	O
the	O
concept	O
of	O
the	O
IoT	B-Operating_System
and	O
that	O
is	O
where	O
the	O
comparison	O
ends	O
.	O
</s>
<s>
The	O
combined	O
power	O
of	O
AI	B-Application
and	O
IoT	B-Operating_System
,	O
promises	O
to	O
unlock	O
unrealized	O
customer	O
value	O
in	O
a	O
broad	O
swath	O
of	O
industry	O
verticals	O
such	O
as	O
edge	O
analytics	O
,	O
autonomous	O
vehicles	O
,	O
personalized	O
fitness	O
,	O
remote	O
healthcare	O
,	O
precision	O
agriculture	O
,	O
smart	O
retail	O
,	O
predictive	O
maintenance	O
,	O
and	O
industrial	O
automation	O
.	O
</s>
<s>
Under	O
the	O
Federal	O
Food	O
,	O
Drug	O
,	O
and	O
Cosmetic	O
Act	O
,	O
all	O
AI	B-Application
systems	O
falling	O
within	O
this	O
definition	O
are	O
regulated	O
by	O
the	O
FDA	O
.	O
</s>
<s>
Approved	O
medical	O
devices	O
that	O
utilize	O
artificial	B-Application
intelligence	I-Application
or	O
machine	O
learning	O
(	O
AI/ML	O
)	O
has	O
been	O
increasing	O
steadily	O
.	O
</s>
<s>
By	O
2020	O
,	O
the	O
United	O
States	O
The	O
Food	O
and	O
Drug	O
Administration	O
(	O
FDA	O
)	O
approved	O
very	O
many	O
medical	O
devices	O
that	O
utilized	O
AI/ML	O
.	O
</s>
<s>
A	O
year	O
later	O
,	O
the	O
FDA	O
released	O
a	O
regulatory	O
framework	O
for	O
machines	O
that	O
use	O
AI/ML	O
software	O
,	O
in	O
addition	O
to	O
the	O
EU	O
medical	O
device	O
regulation	O
,	O
which	O
replaced	O
the	O
EU	O
medical	O
.	O
</s>
<s>
Various	O
AI	B-Application
applications	O
can	O
improve	O
productivity	O
and	O
reduce	O
medical	O
errors	O
,	O
such	O
as	O
diagnoses	O
and	O
treatment	O
selection	O
,	O
and	O
creating	O
risk	O
predictions	O
and	O
stratifying	O
diseases	O
.	O
</s>
<s>
AI	B-Application
also	O
helps	O
patience	O
by	O
providing	O
patients	O
 '	O
data	O
,	O
electronic	O
health	O
records	O
,	O
mobile	O
apps	O
,	O
and	O
providing	O
easy	O
access	O
to	O
devices	O
and	O
sensors	O
to	O
specific	O
patients	O
who	O
are	O
in	O
need	O
of	O
such	O
technologies	O
.	O
</s>
<s>
Technology	O
and	O
AI	B-Application
have	O
combined	O
to	O
provide	O
opportunities	O
for	O
better	O
management	O
of	O
healthcare	O
information	O
and	O
technology	O
integration	O
in	O
the	O
medical	O
industry	O
.	O
</s>
<s>
AI	B-Application
is	O
implemented	O
to	O
recognize	O
abnormalities	O
and	O
suspicion	O
to	O
sensitive	O
data	O
being	O
accessed	O
by	O
a	O
third-party	O
.	O
</s>
<s>
When	O
integrating	O
AI	B-Application
into	O
cloud	O
engineering	O
,	O
it	O
can	O
help	O
multiple	O
professional	O
fields	O
in	O
maximizing	O
data	O
collection	O
.	O
</s>
<s>
Implementing	O
AI	B-Application
into	O
information	O
technology	O
's	O
framework	O
to	O
establish	O
smooth	O
workloads	O
and	O
automate	O
repetitive	O
processes	O
.	O
</s>
<s>
With	O
AI	B-Application
,	O
it	O
can	O
bring	O
efficiency	O
to	O
organizations	O
,	O
bringing	O
strategic	O
methods	O
and	O
saving	O
time	O
from	O
repeated	O
tasks	O
.	O
</s>
