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Adopting Analytics 
Amarjeet Singh 
Bitanshu Das 
Namita Pandey 
Roma Agrawal 
“Key To The Future”
AGENDA 
 What are the current challenges faced by us? 
 How can analytics help us? 
 What are our challenges in implementing analytics? 
 What are our proposed plans for implementing analytics? 
 What benefits will we reap? 
 What will be our next steps?
“ In God we trust, all others bring data” 
- W. Edwards Deming
AGENDA 
 What are the current challenges faced by us ? 
 How can analytics help us ? 
 What are our challenges in implementing analytics ? 
 What are our proposed plans for implementing analytics? 
 What benefits will we reap ? 
 What will be our next steps ?
Reasons : 
Flat ARPU 
 Increased market competition causing slashed tariffs 
 SMS volume hampered by messengers like WhatsApp & WeChat 
 Call volume decreased by apps like Viber & Skype 
 Unlimited data packs 
 Network Congestion
Reasons : 
Customer Churn 
 Competitors introducing new plans & services 
 Service Quality 
 Consumer Psychology
AGENDA 
 What are the current challenges faced by us ? 
 How can analytics help us ? 
 What are our challenges in implementing analytics ? 
 What are our proposed plans for implementing analytics? 
 What benefits will we reap ? 
 What will be our next steps ?
Fixing Flat ARPU 
 Personalized advertisement 
 Innovative Customized tariffs 
 Value added services for high end customers 
 Monetize customer data 
 Capped data plans
Preventing 
Customer Churn 
 Customer Understanding 
 Social Media and Sentiment Analytics 
 Predict the Reason and Solve 
 Innovate and Deliver Constantly
AGENDA 
 What are the current challenges faced by us ? 
 How can analytics help us? 
 What are our challenges in implementing analytics? 
 What are our proposed plans for implementing analytics? 
 What benefits will we reap ? 
 What will be our next steps ?
 New data center 
setup 
 Depends on choice 
of implementation 
(hiring analysts or 
partner with 
analytics service 
providers) 
Budget
AGENDA 
 What are the current challenges faced by us ? 
 How can analytics help us ? 
 What are our challenges in implementing analytics ? 
 What are our proposed plans for implementing analytics? 
 What benefits will we reap ? 
 What will be our next steps ?
Data 
Implementation 
 Develop an enterprise-wide data architecture. 
Analytical Model 
 Hiring/Training analytics professionals. 
 Identify key areas for deploying analytics. 
Tools 
 Setting up of hardware, intuitive tools and software
AGENDA 
 What are the current challenges faced by us ? 
 How can analytics help us ? 
 What are our challenges in implementing analytics ? 
 What are our proposed plans for implementing analytics? 
 What benefits will we reap ? 
 What will be our next steps ?
 Better Management and Operation of cell phone tower 
 Attractive plans and services 
 Customer Satisfaction
Increase in ARPU 
 Our Current ARPU : 
 Data ARPU – 56Rs. 
 Voice ARPU – 143Rs. 
After implementing big data analytics 
 Data ARPU 
 Almost 11% increase in the 1st 
year 
 34% increase in 2nd year 
 Voice ARPU 
 More Than 15% increase in 1st 
year 
 Almost 33% increase in 2nd 
year. 
Increase in ARPU 
56 
143 
62 
165 
75 
190 
DATA ARPU VOICE ARPU 
3rd Qrtr 2014 3rd Qrtr 20115 3rd Qrtr 2016
Decrease in Churn Rate 
 Present Current Churn Rate : 
21% 
After implementing big data 
analytics 
 Churn Rate in 1st Year : 10% 
 Churn Rate in 2nd Year : 6% 
Decrease in Churn Rate 
21% 
10% 
6% 
CHURN RATE 
3rd Qrtr 2014 3rd Qrtr 20115 3rd Qrtr 2016
Success Stories 
 Global Telecom (Philippines) 
 Expected one-year payback 
period. 
 Uses big data analytics to 
improve effectiveness of 
promotion by 600%. 
 More than 95% reduction in 
the time and cost of 
developing new promotions. 
 Improved uptake of services 
through the smart delivery of 
promotional offers 
 Increased market share and 
revenue 
700 
600 
500 
400 
300 
200 
100 
0 
Big Data Analytics Effect on 
Increase in 
Sales %age 
Promotion 
Older Promotional Model 
New Promotional Model
Success Stories 
 Ufone (Pakistan) 
 Deploying big data analytics 
to improve marketing offer 
acceptance rate 25% to 
50%. 
 Had a churn rate of 2.4%- 
3% per month before 
changing strategies. 
 Present churn rate stands 
4% 
3% 
3% 
2% 
2% 
1% 
1% 
at 0.4% per month. 0% 
Big Data Analytics Effect on Churn 
Decreasing 
Churn Rate 
Rate 
Older Churn Rate 
Present Churn Rate
Success Stories 
 XO Communications (US) 
 Using predictive analytics 
to improve customer 
experience resulted in $15 
million per year. 
 ROI 376% 
 Churn rate reduction 8% 
first year and 18% second 
year. 
Fig – Initial Investment
6000000 
5000000 
4000000 
3000000 
2000000 
1000000 
0 
Financial Analysis 
Pre-Start Year 1 Year 2 
Net Cash flow before taxes Net Cash flow after taxes
AGENDA 
 What are the current challenges faced by us ? 
 How can analytics help us ? 
 What are our challenges in implementing analytics ? 
 What are our proposed plans for implementing analytics? 
 What benefits will we reap ? 
 What will be our next steps ?
 Feasibility Study 
 The Choice : Outsourcing or setting up a new department
“CSPs that act swiftly to capitalize on the 
insights locked inside the vast volume, velocity 
and variety of big data will position themselves 
to keep ahead of the competition, improve 
customer experience, drive new products, 
increase productivity, predict future trends, and 
especially, make money. “
Questions ??
Thank you…

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Adopting Analytics in Telecom

  • 1. Adopting Analytics Amarjeet Singh Bitanshu Das Namita Pandey Roma Agrawal “Key To The Future”
  • 2. AGENDA  What are the current challenges faced by us?  How can analytics help us?  What are our challenges in implementing analytics?  What are our proposed plans for implementing analytics?  What benefits will we reap?  What will be our next steps?
  • 3. “ In God we trust, all others bring data” - W. Edwards Deming
  • 4.
  • 5.
  • 6. AGENDA  What are the current challenges faced by us ?  How can analytics help us ?  What are our challenges in implementing analytics ?  What are our proposed plans for implementing analytics?  What benefits will we reap ?  What will be our next steps ?
  • 7. Reasons : Flat ARPU  Increased market competition causing slashed tariffs  SMS volume hampered by messengers like WhatsApp & WeChat  Call volume decreased by apps like Viber & Skype  Unlimited data packs  Network Congestion
  • 8.
  • 9. Reasons : Customer Churn  Competitors introducing new plans & services  Service Quality  Consumer Psychology
  • 10. AGENDA  What are the current challenges faced by us ?  How can analytics help us ?  What are our challenges in implementing analytics ?  What are our proposed plans for implementing analytics?  What benefits will we reap ?  What will be our next steps ?
  • 11. Fixing Flat ARPU  Personalized advertisement  Innovative Customized tariffs  Value added services for high end customers  Monetize customer data  Capped data plans
  • 12. Preventing Customer Churn  Customer Understanding  Social Media and Sentiment Analytics  Predict the Reason and Solve  Innovate and Deliver Constantly
  • 13. AGENDA  What are the current challenges faced by us ?  How can analytics help us?  What are our challenges in implementing analytics?  What are our proposed plans for implementing analytics?  What benefits will we reap ?  What will be our next steps ?
  • 14.
  • 15.  New data center setup  Depends on choice of implementation (hiring analysts or partner with analytics service providers) Budget
  • 16. AGENDA  What are the current challenges faced by us ?  How can analytics help us ?  What are our challenges in implementing analytics ?  What are our proposed plans for implementing analytics?  What benefits will we reap ?  What will be our next steps ?
  • 17. Data Implementation  Develop an enterprise-wide data architecture. Analytical Model  Hiring/Training analytics professionals.  Identify key areas for deploying analytics. Tools  Setting up of hardware, intuitive tools and software
  • 18. AGENDA  What are the current challenges faced by us ?  How can analytics help us ?  What are our challenges in implementing analytics ?  What are our proposed plans for implementing analytics?  What benefits will we reap ?  What will be our next steps ?
  • 19.  Better Management and Operation of cell phone tower  Attractive plans and services  Customer Satisfaction
  • 20. Increase in ARPU  Our Current ARPU :  Data ARPU – 56Rs.  Voice ARPU – 143Rs. After implementing big data analytics  Data ARPU  Almost 11% increase in the 1st year  34% increase in 2nd year  Voice ARPU  More Than 15% increase in 1st year  Almost 33% increase in 2nd year. Increase in ARPU 56 143 62 165 75 190 DATA ARPU VOICE ARPU 3rd Qrtr 2014 3rd Qrtr 20115 3rd Qrtr 2016
  • 21. Decrease in Churn Rate  Present Current Churn Rate : 21% After implementing big data analytics  Churn Rate in 1st Year : 10%  Churn Rate in 2nd Year : 6% Decrease in Churn Rate 21% 10% 6% CHURN RATE 3rd Qrtr 2014 3rd Qrtr 20115 3rd Qrtr 2016
  • 22. Success Stories  Global Telecom (Philippines)  Expected one-year payback period.  Uses big data analytics to improve effectiveness of promotion by 600%.  More than 95% reduction in the time and cost of developing new promotions.  Improved uptake of services through the smart delivery of promotional offers  Increased market share and revenue 700 600 500 400 300 200 100 0 Big Data Analytics Effect on Increase in Sales %age Promotion Older Promotional Model New Promotional Model
  • 23. Success Stories  Ufone (Pakistan)  Deploying big data analytics to improve marketing offer acceptance rate 25% to 50%.  Had a churn rate of 2.4%- 3% per month before changing strategies.  Present churn rate stands 4% 3% 3% 2% 2% 1% 1% at 0.4% per month. 0% Big Data Analytics Effect on Churn Decreasing Churn Rate Rate Older Churn Rate Present Churn Rate
  • 24. Success Stories  XO Communications (US)  Using predictive analytics to improve customer experience resulted in $15 million per year.  ROI 376%  Churn rate reduction 8% first year and 18% second year. Fig – Initial Investment
  • 25.
  • 26. 6000000 5000000 4000000 3000000 2000000 1000000 0 Financial Analysis Pre-Start Year 1 Year 2 Net Cash flow before taxes Net Cash flow after taxes
  • 27.
  • 28. AGENDA  What are the current challenges faced by us ?  How can analytics help us ?  What are our challenges in implementing analytics ?  What are our proposed plans for implementing analytics?  What benefits will we reap ?  What will be our next steps ?
  • 29.  Feasibility Study  The Choice : Outsourcing or setting up a new department
  • 30. “CSPs that act swiftly to capitalize on the insights locked inside the vast volume, velocity and variety of big data will position themselves to keep ahead of the competition, improve customer experience, drive new products, increase productivity, predict future trends, and especially, make money. “