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Information Security Level 1 – Confidential
© 2015 – Proprietary and Confidential Information of Amdocs 1
Amdocs Big Data
Analytics
Amdocs BDSI-BDA
April 2015
2 Information Security Level 1 – Confidential
© 2015 – Proprietary and Confidential Information of Amdocs
Data Intimacy and
Availability
Why Amdocs for big data?
We understand the data
and have access to it
We have ready to use
collectors to mainstream
data sources
We understand the data in
the right business context
Enriched customer data
models and analytics for
prepaid and postpaid
markets
We create actionable
recommendations and
close the loop in our
systems
CES is evolving to have
machine learning inside
Domain and
Technology Knowhow
Closing the Loop in
Real-Time
3 Information Security Level 1 – Confidential
© 2015 – Proprietary and Confidential Information of Amdocs
Value
Applications
Infrastructure
Different Needs – One Goal
(Different departments have different needs)
E x i s t i n g c o m p l e x i n f r a s t r u c t u r e
Improve customer experience,
drive new revenues, and improve efficiencies
Customer satisfaction
and NPS
improvements
Care Marketing More effective marketing,
customer profiling, and
upsell opportunities
IT More efficient
operations and
data storage
Network
Optimizing most
effective network
4 Information Security Level 1 – Confidential
© 2015 – Proprietary and Confidential Information of Amdocs
New BDA solution Offerings
Data Management Services
Deep Network Analytics
High Definition Marketing Analytics
Consumer and Business Satisfaction Analytics
Information Security Level 1 – Confidential
© 2015 – Proprietary and Confidential Information of Amdocs 5
1. Data Management Services
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© 2015 – Proprietary and Confidential Information of Amdocs
The CIO Challenge
Increased demand for advanced data analysis,
real time and new business models
Increase in data volume and variety
Data extraction from operational system is a pain
Lower cost technologies, use of enterprise-grade
open source
Heavy OPEX investment on legacy DWH
Impact on
CIO data
management
strategy
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© 2015 – Proprietary and Confidential Information of Amdocs
Amdocs Data Management Services
A Range of Services- Better Insights- Better Visibility
• Extract and understand data quicker than ever before
• Materially reduce costs in reporting and data management budgets
Probes Social
RAN
Inventory
Usage & Charging
CRM
Unlock the data
Reduce Cost
Transform to a data driven business quicker
Productised
Collectors
Open source
Technologies
Logical Data
Model
Services Suite
Fully Secure
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© 2015 – Proprietary and Confidential Information of Amdocs
Amdocs Data Management Competencies
USA Dallas
Operations & Development Center
USA Atlanta
Operations & Development Center
Ireland Competency & R&D Center
Israel Competency & R&D Center
India Competency & Operation Center
400+ skilled professionals
• Informatica
• Data Stage
• Cognos
• Business Objects
• Hive
• PIG
• Python
• Kafka
• Data streaming
(Storm, IBM Streams)
• Teradata
• Vertica
• Greenplum
• Netezza
T e c h n o l o g y E x p e r t i s e :
• Hadoop
• Map Reduce
• Hbase
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© 2015 – Proprietary and Confidential Information of Amdocs
Amdocs Data Management offering supports
SPs across the entire data lifecycle
Collect Store Understand
Extraction, Integration & Transformation Storage & Processing Analytics, Reporting, Visualization
Data Mapping & Integration
Operational Data Store Managed
Services
& SI
Data Management Modernization (incl. Hybrid DW-BDA)
Data Science as a Service
Reporting & Dashboards
Information Security Level 1 – Confidential
© 2015 – Proprietary and Confidential Information of Amdocs 10
2. Actionable analytics solutions
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© 2015 – Proprietary and Confidential Information of Amdocs
Actionable analytics solutions
Consumer and Business
Satisfaction Analytics
High Definition
Marketing Analytics
Deep Network Analytics
• Next Best Network Investment
• Predictive Maintenance
• Corporate Network Analytics
for Service Operations
• Enterprise Experience
Management
• Care and Commerce Journey
Analytics
• Customer Network Care
• Proactive Care (Financial)
• Dynamic Micro Segmentation
• Next Best Offer
• Charging Business Analytics
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Deep Network Analytics
Approximately 40% of customer’s
frustrations lies within the network. This
suite uses analytics to guide more
intelligent investment decisions, identify
network issues before they occur and
obtain a deeper understanding of precisely
the network factors that are determining
customer NPS results
• Next Best Network Investment
• Predictive Maintenance
• Corporate Network Analytics
for Service Operations
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© 2015 – Proprietary and Confidential Information of Amdocs
Next Best Network Investment (already announced)
How do I focus my CAPEX to hit my target audience?
How do I change from a static based coverage planning
approach to a to a proactive one, where I can:
• Target my spend to achieve the greatest ROI?
• Understand where are my highest revenue users?
• See and improve their experience?
Finding the right balance
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Next Best Network Investment Key Takeaways
Monitor Customer Value and Connectivity Experience Indicators
to find areas of high importance that could require investment
Correlate multiple complex KPIs and attributes from network and
BSS to provide actionable insights and focus areas
Improve customer experience and optimize CAPEX and OPEX by
targeting key investment areas based on value and performance
Allowing Network planners to make more informed Investment
decisions driving Customer Experience improvements whilst
optimising Capex and Opex allocation
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© 2015 – Proprietary and Confidential Information of Amdocs
Predictive Maintenance
How can I focus my engineering teams to focus on the
right issue at the right time?
How can I improve Customer satisfaction by focusing on
the priority sites?
How can I improve the productivity of my field teams to
focus on the right issue at the right time?
Anticipating network faults
before they impact the
customer experience
• Deployed in 30 leading Telecom Operators worldwide ~ 700M subs
• 9000+ repository of ‘self learning & self correcting’ patterns
• MTTR reduction by 400% ~ cost reductions of 45%
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© 2015 – Proprietary and Confidential Information of Amdocs
Predictive Maintenance Key Takeaways
Correlate data from the RAN FM and Performance management
systems to get an E2E view of the network
Detect & react to anomalies in network elements that through
machine learning are known to lead to failure
Reduce OPEX and increase customer satisfaction by prioritizing
sites by time, date and value by using revenue and Customer data
Enabling Network Operations teams to detect network anomalies
to determine that a network element is trending into failure and
then prioritize the fix
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© 2015 – Proprietary and Confidential Information of Amdocs
Corporate Network Analytics for service operations
What’s really impacting
how customers experience
the network?
Improve NPS by taking a proactive approach, focusing
network and service operations on how customers are
experiencing the network
Correlate multiple data sources to automatically identify
causes of customer impacting issues
Significantly reduce Mean Time To Repair (MTTR)
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© 2015 – Proprietary and Confidential Information of Amdocs
Corporate Network Analytics Key Takeaways
Support network operations to become more customer-
centric
Focus network and service operations on customer-
impacting issues and discover the probably cause
Using analytics to help Network Service Operations
understand the factors impacting Customer Experience
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© 2015 – Proprietary and Confidential Information of Amdocs 19
Consumer and Business
Satisfaction Analytics
This suite is designed for the care
and business organizations to
improve CSAT and NPS metrics
across the entire business.
• Enterprise Experience Management
• Care and Commerce Journey Analytics
• Customer Network Care
• Proactive Care (Financial)
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© 2015 – Proprietary and Confidential Information of Amdocs
Enterprise Experience Management
How can I analyze my customers’ satisfaction and
experience from their perspective?
What is pulling my NPS down?
What are the KPIs within my organization that are
fundamentally driving NPS?
How can I overcome the NPS lag and have
continuous feedback on my customers’ experience?
Improve your NPS
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© 2015 – Proprietary and Confidential Information of Amdocs
CEM – The Gap
How customer experience is reflected in the SP systems
Mind the Gap!
High availability
Fast fix times
Works as
designed
No alarms
No care calls
x Why my orders aren’t
on time?
x How can I get the
service Manager
service I need?
x Why are there so
many
disconnections?
x Why is my VPN
down?
40% of customers’
frustration
lies with
the
network*
Service Manager
SP
View
Customer
View
* NSN acquisition and retention study
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Enterprise Experience Management
Use analytics to help business managers, account/service managers
and product managers understand what drives NPS
BSS
Care
Weight
Cost
Weight
Service Delivery
Weight
Billing Disputes
Weight
Network Quality
Weight
KPI
KPI
KPI
KPI
KPI
KPI
KPI
KPI
KPI
KPI
KPI
KPI
KPI
KPI
KPI
KPI
KPI
KPI
KPI
KPI
Network
Analytics
Model
Voice of the
Customer (NPS Surveys)
CEI
Hundreds of KPIs
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Enterprise Experience Management Key Takeaways
Continuously monitor customer satisfaction through a
metric comprised of KPIs from various systems
Understand in depth the customer experience of your
enterprise customers
Identify main drivers of customers’ NPS / customer
experience
Close the loop to solve customers issues before they
impact customer satisfaction
Using analytics to help business managers and account / service
managers understand what drives Enterprise customers’ NPS
26 Information Security Level 1 – Confidential
© 2015 – Proprietary and Confidential Information of Amdocs
Care and Commerce Journey Analytics
How can I identify the
issues with most impact on
customer service and
customer experience?
Identify where customers requirements are not
met, online or via CSR
Identify causes of repeated calls, increase First
Call Resolution (FCR)
Analyze causes for higher CSR effort and
increased handling time (AHT)
Identify customer needs and issues that can be
deflected to self-help
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© 2015 – Proprietary and Confidential Information of Amdocs
Care and Commerce Journey Analytics Key Takeaways
Identify and understand customer interactions across
channels and interaction points
Perform deep root-cause analysis to determine pain
points and key drivers behind interactions with care
Using analytics to help Customer Care and Commerce managers
understand the optimal route to customer interaction
Improve customer experience and care metrics such as:
FCR, AHT
Optimize care and commerce processes, offload
customers to self-help when possible
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Customer Network Care(already announced)
When a customer calls with network issues:
• How can I reduce average call handling time in regard to
network customer inquiries?
• How do I positively change the dynamic of the conversation
with the customer?
• How can I improve customer experience and call deflection by
channeling network inquiries to the right person with the right
insights and proposed actions?
Visualizing the individual
customer network experience
40% of customers’ frustration lies with the network
But CSRs usually don’t have access to customer network status
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Customer Network Care Key Takeaways
Integrate Network health and customer experience on the
network with the CRM system
Change the dynamic of the conversation by enabling the CSR to
understand and see exactly where the customer is having issues
Reduce Average Call Handling time and improve First Call
Resolutions whilst reducing the number of trouble tickets
Allow Customer Service agents to see the customer’s network
experience to improve contact center effectiveness and drive
customer satisfaction
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Proactive Care (already announced)
How can we identify and resolve issues before the
Customer seeks care?
How do we proactively guide Customers to unassisted
self service channels to lower care costs?
Which Customers are sensitive to unexpected charges
and likely to call?
Anticipating Customer issues
before they cause problems
● 5% increase in deflecting calls by better hit rates in self service
● 4.5% reduction in AHT from ideal routing to agents
● 7.7% AHT reduction from agent guidance
● 94% accuracy for predicting reason for financial calls
● ~$50M in projected savings over 4 years
CUSTOMER
EXAMPLE
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© 2015 – Proprietary and Confidential Information of Amdocs
Proactive Care Key Takeaways
Improve NPS and reduce costs with contextual, real-time and
action driven analytics
Change the dynamic of the conversation by enabling the CSR to
understand and see exactly where the customer is having issues
Reduce Average Call Handling time and improve First Call
Resolutions whilst reducing the number of trouble tickets
Allow Customer Service Managers to anticipate customers’ needs
and act accordingly, improving customer satisfaction and NPS
while reducing handling costs
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High Definition Marketing
Analytics
Analytics and machine learning help
organizations transform the practice of base
management and upselling from an art to a
science to ultimately drive up revenues and
provide more relevant offers to a CSP’s
customer base
• Dynamic Micro Segmentation
• Next Best Offer
• Charging Business Analytics
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Dynamic Micro-Segmentation
Customer-centricity begins with intimate understanding
of your most important customers. How do you provide
marketers with data on all customer interactions
(usage, billing, care, NW, etc.)?
How analytics can improve customer understanding
and targeting?
Can marketers gain direct access to customer data?
Improve marketing efficiency
34 Information Security Level 1 – Confidential
© 2015 – Proprietary and Confidential Information of Amdocs
The Marketer Challenge
Dozens of source systems
Hundreds of offers Hundreds of campaigns
Weeks to get answers from IT Millions of customers
Customer Expectations My Goals
Know me
Know my needs
Give me good offers
1. Increase revenue by…
2. Reduce churn by…
3. Increase NPS by…
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© 2015 – Proprietary and Confidential Information of Amdocs
Dynamic Micro-Segmentation Key Takeaways
Accelerate marketing process with accurate and
up-to-date enriched customer profile
Visual and interactive exploration of customer base at the
marketer’s fingertips
Holistic management of the customer base for improved
targeting using analytics
Automatic alerts on business opportunities and threats
Using analytics to help marketers and business managers
improve targeting and better understand the customer base
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Next Best Offer
How do I identify the next
best product or service to
offer to each customer?
Recommend the appropriate offer for a consumer at the
right time, through the best channel(s) and in context of
that customer’s unique buying preferences.
End to end analytical recommendations from the product
catalog, best offer and pricing as well as multi-channel
delivery in the inbound and outbound channels.
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© 2015 – Proprietary and Confidential Information of Amdocs
Next Best Offer Key Takeaways
Improved offer acceptance rate with personalized
recommendations from the CSP catalog
Increase customer satisfaction by approaching each
customer with a relevant, tailored offer
Extend opportunity to present offers to customers during
interactions via different inbound channels
Enables automated, end-to-end marketing optimization
Using analytics to help marketers and business managers
improve marketing results while increasing customer satisfaction
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Charging Business Analytics(already announced)
How can I make my targeting and
segmentation for new offers and
services more accurate?
What services are my customers
consuming most and are there any
trends that should concern me?
In a competitive market, business
decisions need to be made quickly,
based on rich, current data
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Charging Business Analytics Key Takeaways
Quickly gain business insights with up-to-date view on: usage
activity, offer uptake, data plan utilization, top-up performance
Interactive online slice & dice to see the data in different
resolution and views
Improve targeting of new offers, products and services
Using analytics and billing data to help marketing departments
understand their customers intimately, how promotions and top
ups have performed and how data plans are being utilised