Operators have been adopting artificial intelligence (AI) & machine learning (ML) over the last five years. This reduces repeatable manual tasks and replaces them with applications that can automate them.

1. The Role
of AI & ML
in 5G
Service
Assurance

2. Adoption of
Advanced
Technology
Operators have been
adopting artificial
intelligence (AI) &
machine learning (ML)
over the last five years.
This reduces repeatable
manual tasks and
replaces them with
applications that can
automate them.

3. As per research from Omdia
conducted on the basis of
the investment from CSPs and
vendors, about 80% of
service providers are
experiencing the utilization
of AI and analytics and 60%
of them are planning to
increase their investment in
AI tools.
80%
Dynamic Automation

4. Y
e
s
,
d
e
f
i
n
i
t
e
l
y
P
o
s
s
i
b
l
e
b
u
t
n
o
t
l
i
k
e
l
y
M
a
y
b
e
b
u
t
d
o
u
b
t
f
u
l
N
o
60
40
20
0
TM Forum Research
Will CSPs
deploy large-
scale, fully
autonomous
networks run
by AI within
10 years.

5. L
e
s
s
t
h
a
n
1
0
%
P
o
s
s
i
b
l
e
b
u
t
n
o
t
l
i
k
e
l
y
M
a
y
b
e
b
u
t
d
o
u
b
t
f
u
l
N
o
60
40
20
0
Percentage of CSPs' IT
spending on AIOps in next
three years.

6. What’s so special about
AI-powered Service
Assurance?
Understanding What’s Normal &
What’s Not
Patterns in Alarm Detection
Optimization & Remediation

7. To make complete utilization
of 5G technology, operators
are needed to deploy cloud-
native assurance solutions
with embedded AI. This will
offer the most effective way
to include AI/ML into the
network to help network
engineers.
Conclusion

8. ECHELONEDGE.COM
Follow our page
LIKE | SHARE | SAVE