SlideShare a Scribd company logo
1 of 18
Business Intelligence for Telecommunications DataAddicts ,[object Object]
ArchitMehrotra (09BM8012),[object Object]
Introduction Data Ware housing: A warehouse is a subject-oriented, integrated, time-variant and non-volatile collection of data in support of management's decision making process Business Intelligence Business intelligence (BI) is a broad category of applications and technologies for gathering, storing, analyzing, and providing access to data to help enterprise users make better business decisions
Importance in Telecommunication Huge amount of data to be handled 5.5 users/second are added in Indian telecommunication industry Provide competitive advantage Profit Margin is thin and even small degree of efficiency improvements add up and fund investments Modeling of different scenarios Source : TRAI
Importance in Telecommunication Address the requirements of marketing, finance, customer service, sales and engineering departments Simultaneous use of data from different departments requires an efficient data management Regulatory requirements imposed by TRAI Stringent reporting requirement Upcoming technologies increases the emphasis of Data management number portability 3G spectrum
Importance in Telecommunication Effective segmenting, targeting and positioning Understanding Customer Usage patterns by analyzing call detail recording (CDRs) Trend analysis for area, time and product Assists to estimate revenue, volumes and margin of profit Categorizing customers into segments according to their behavior and demography that for CRM To lunch accurate marketing campaign and improved ability to target new customers. Also supports to track the performance of campaign within a period of time that is essential for improving marketing skills Constantly monitors the behavioral changes of customer so that companies can immediately response with adequate measures.
Key performance Indicators Systems and Network Performance Analysis / Capacity Planning Grade of service Service life of equipment Downtime / Time out of service Call completion ratio Average call duration (ACD) Answer-Seizure Ratio (ASR) Idle time on network Dropped calls Source:  http://consultantvalueadded.com/2010/04/14/100-kpi%E2%80%99s-for-mobile-telecom-operators/ http://blog.maia-intelligence.com/2009/02/27/kpi-for-telecom-industry/ http://telecomtigers.blogspot.com/2010/03/kpi-key-performance-indicators.html
Key performance Indicators Quality / Usage (Airtime): Analysis of the volume of successful calls Mean Opinion Score Service Coverage % of land covered with services % of population covered with services Average land unavailable to services Average population unavailable to services Access to customer service Source:  http://consultantvalueadded.com/2010/04/14/100-kpi%E2%80%99s-for-mobile-telecom-operators/ http://blog.maia-intelligence.com/2009/02/27/kpi-for-telecom-industry/ http://telecomtigers.blogspot.com/2010/03/kpi-key-performance-indicators.html
Key performance Indicators Faults and complains (Trouble tickets analysis) % of open and level of escalation priority required % closed Mean time to resolved Work in progress Customer service level statistics Customer Analysis ARPU (Average Revenue per User) Customer segmentation Analysis of subscriptions Top N customers Churn (No. of Subscriber who stopped using Services or left particular network) - may increase due to number portability Source:  http://consultantvalueadded.com/2010/04/14/100-kpi%E2%80%99s-for-mobile-telecom-operators/ http://blog.maia-intelligence.com/2009/02/27/kpi-for-telecom-industry/ http://telecomtigers.blogspot.com/2010/03/kpi-key-performance-indicators.html
Mapping of KPIs – an example  CDR: What to look for ? Attempted vs completed calls Type of call – long distance or local Length of call Originating and terminating number Time of call
Data warehouse matrix Source: The Complete guide to Dimensional modelling by Ralph Kimball, Margy Ross
Data Modeling – Facts and Dimensional tables  Source: The Complete guide to Dimensional modelling by Ralph Kimball, Margy Ross
Facts Table Customer Transaction Services  DnD Caller Tune etc. GPRS usage Call Waiting, Conferencing, forwarding Billing Info Recharge Online payments CRM – Customer complaints and service
Dimensional Tables or Reference Tables VAS (type of service, charges, usage) Customer_info table (corporate or retial, prepaid or postpaid, customer first name, customer last name, billing address, address proof, Sim_number Sim_Info (MSISDN no, other attributes) Promotions_info Circle_master, Zonal_master Payment_info
Criteria for success – Sybase example Extreme performance  Small Load window Support existing tools Use existing hardware Storage space Before sybaseiq spice was spending time & processing cycles to distill the data down to summary tables to make it manageable Now sybaseiq gives spice ability to analyze trends across entire Data warehouse
Major Players Teradata Corporation MAIA Intelligence Binary Semantics Ltd  IDC India Ltd. TechAxes Business Intelligence software ElegantJ BI’s Integrated Business Intelligence and Reporting Software capabilities  Corporate Performance Management, Operational Business Intelligence and Enterprise Data Management System Ingres corporation is a leading provider of open source database management software for Telecom service providers Source: http://business.mapsofindia.com/business-intelligence/companies.html
Future of BI in telecom industry Telecom carriers worldwide, including wireline, wireless and cable operators, spent $4.4 billion on BI software, services and system integration in 2010 That figure is expected to rise by 18.2% to $5.2 billion in 2011. (According to the Yankee Group Report) Few companies are in the advanced stages of BI initiatives The recent introduction of BI appliances, such as Ingres ICE Breaker BI Appliance, offers a cost effective solution that can reduce the typical BI implementation schedule from months to weeks Source: BusInessIntellIgence for the  telecommunIcatIons Industry ImprovIng the Bottom lIne and controllIng expenses - Ingres
Thank You !!

More Related Content

Recently uploaded

How to Get Started in Social Media for Art League City
How to Get Started in Social Media for Art League CityHow to Get Started in Social Media for Art League City
How to Get Started in Social Media for Art League CityEric T. Tung
 
B.COM Unit – 4 ( CORPORATE SOCIAL RESPONSIBILITY ( CSR ).pptx
B.COM Unit – 4 ( CORPORATE SOCIAL RESPONSIBILITY ( CSR ).pptxB.COM Unit – 4 ( CORPORATE SOCIAL RESPONSIBILITY ( CSR ).pptx
B.COM Unit – 4 ( CORPORATE SOCIAL RESPONSIBILITY ( CSR ).pptxpriyanshujha201
 
0183760ssssssssssssssssssssssssssss00101011 (27).pdf
0183760ssssssssssssssssssssssssssss00101011 (27).pdf0183760ssssssssssssssssssssssssssss00101011 (27).pdf
0183760ssssssssssssssssssssssssssss00101011 (27).pdfRenandantas16
 
John Halpern sued for sexual assault.pdf
John Halpern sued for sexual assault.pdfJohn Halpern sued for sexual assault.pdf
John Halpern sued for sexual assault.pdfAmzadHosen3
 
Business Model Canvas (BMC)- A new venture concept
Business Model Canvas (BMC)-  A new venture conceptBusiness Model Canvas (BMC)-  A new venture concept
Business Model Canvas (BMC)- A new venture conceptP&CO
 
Call Girls From Pari Chowk Greater Noida ❤️8448577510 ⊹Best Escorts Service I...
Call Girls From Pari Chowk Greater Noida ❤️8448577510 ⊹Best Escorts Service I...Call Girls From Pari Chowk Greater Noida ❤️8448577510 ⊹Best Escorts Service I...
Call Girls From Pari Chowk Greater Noida ❤️8448577510 ⊹Best Escorts Service I...lizamodels9
 
Call Girls In Noida 959961⊹3876 Independent Escort Service Noida
Call Girls In Noida 959961⊹3876 Independent Escort Service NoidaCall Girls In Noida 959961⊹3876 Independent Escort Service Noida
Call Girls In Noida 959961⊹3876 Independent Escort Service Noidadlhescort
 
Pharma Works Profile of Karan Communications
Pharma Works Profile of Karan CommunicationsPharma Works Profile of Karan Communications
Pharma Works Profile of Karan Communicationskarancommunications
 
Cracking the Cultural Competence Code.pptx
Cracking the Cultural Competence Code.pptxCracking the Cultural Competence Code.pptx
Cracking the Cultural Competence Code.pptxWorkforce Group
 
Enhancing and Restoring Safety & Quality Cultures - Dave Litwiller - May 2024...
Enhancing and Restoring Safety & Quality Cultures - Dave Litwiller - May 2024...Enhancing and Restoring Safety & Quality Cultures - Dave Litwiller - May 2024...
Enhancing and Restoring Safety & Quality Cultures - Dave Litwiller - May 2024...Dave Litwiller
 
Mysore Call Girls 8617370543 WhatsApp Number 24x7 Best Services
Mysore Call Girls 8617370543 WhatsApp Number 24x7 Best ServicesMysore Call Girls 8617370543 WhatsApp Number 24x7 Best Services
Mysore Call Girls 8617370543 WhatsApp Number 24x7 Best ServicesDipal Arora
 
Monthly Social Media Update April 2024 pptx.pptx
Monthly Social Media Update April 2024 pptx.pptxMonthly Social Media Update April 2024 pptx.pptx
Monthly Social Media Update April 2024 pptx.pptxAndy Lambert
 
Call Girls in Delhi, Escort Service Available 24x7 in Delhi 959961-/-3876
Call Girls in Delhi, Escort Service Available 24x7 in Delhi 959961-/-3876Call Girls in Delhi, Escort Service Available 24x7 in Delhi 959961-/-3876
Call Girls in Delhi, Escort Service Available 24x7 in Delhi 959961-/-3876dlhescort
 
Quick Doctor In Kuwait +2773`7758`557 Kuwait Doha Qatar Dubai Abu Dhabi Sharj...
Quick Doctor In Kuwait +2773`7758`557 Kuwait Doha Qatar Dubai Abu Dhabi Sharj...Quick Doctor In Kuwait +2773`7758`557 Kuwait Doha Qatar Dubai Abu Dhabi Sharj...
Quick Doctor In Kuwait +2773`7758`557 Kuwait Doha Qatar Dubai Abu Dhabi Sharj...daisycvs
 
Value Proposition canvas- Customer needs and pains
Value Proposition canvas- Customer needs and painsValue Proposition canvas- Customer needs and pains
Value Proposition canvas- Customer needs and painsP&CO
 
Organizational Transformation Lead with Culture
Organizational Transformation Lead with CultureOrganizational Transformation Lead with Culture
Organizational Transformation Lead with CultureSeta Wicaksana
 
Call Girls Kengeri Satellite Town Just Call 👗 7737669865 👗 Top Class Call Gir...
Call Girls Kengeri Satellite Town Just Call 👗 7737669865 👗 Top Class Call Gir...Call Girls Kengeri Satellite Town Just Call 👗 7737669865 👗 Top Class Call Gir...
Call Girls Kengeri Satellite Town Just Call 👗 7737669865 👗 Top Class Call Gir...amitlee9823
 
The Path to Product Excellence: Avoiding Common Pitfalls and Enhancing Commun...
The Path to Product Excellence: Avoiding Common Pitfalls and Enhancing Commun...The Path to Product Excellence: Avoiding Common Pitfalls and Enhancing Commun...
The Path to Product Excellence: Avoiding Common Pitfalls and Enhancing Commun...Aggregage
 
Call Girls Electronic City Just Call 👗 7737669865 👗 Top Class Call Girl Servi...
Call Girls Electronic City Just Call 👗 7737669865 👗 Top Class Call Girl Servi...Call Girls Electronic City Just Call 👗 7737669865 👗 Top Class Call Girl Servi...
Call Girls Electronic City Just Call 👗 7737669865 👗 Top Class Call Girl Servi...amitlee9823
 
👉Chandigarh Call Girls 👉9878799926👉Just Call👉Chandigarh Call Girl In Chandiga...
👉Chandigarh Call Girls 👉9878799926👉Just Call👉Chandigarh Call Girl In Chandiga...👉Chandigarh Call Girls 👉9878799926👉Just Call👉Chandigarh Call Girl In Chandiga...
👉Chandigarh Call Girls 👉9878799926👉Just Call👉Chandigarh Call Girl In Chandiga...rajveerescorts2022
 

Recently uploaded (20)

How to Get Started in Social Media for Art League City
How to Get Started in Social Media for Art League CityHow to Get Started in Social Media for Art League City
How to Get Started in Social Media for Art League City
 
B.COM Unit – 4 ( CORPORATE SOCIAL RESPONSIBILITY ( CSR ).pptx
B.COM Unit – 4 ( CORPORATE SOCIAL RESPONSIBILITY ( CSR ).pptxB.COM Unit – 4 ( CORPORATE SOCIAL RESPONSIBILITY ( CSR ).pptx
B.COM Unit – 4 ( CORPORATE SOCIAL RESPONSIBILITY ( CSR ).pptx
 
0183760ssssssssssssssssssssssssssss00101011 (27).pdf
0183760ssssssssssssssssssssssssssss00101011 (27).pdf0183760ssssssssssssssssssssssssssss00101011 (27).pdf
0183760ssssssssssssssssssssssssssss00101011 (27).pdf
 
John Halpern sued for sexual assault.pdf
John Halpern sued for sexual assault.pdfJohn Halpern sued for sexual assault.pdf
John Halpern sued for sexual assault.pdf
 
Business Model Canvas (BMC)- A new venture concept
Business Model Canvas (BMC)-  A new venture conceptBusiness Model Canvas (BMC)-  A new venture concept
Business Model Canvas (BMC)- A new venture concept
 
Call Girls From Pari Chowk Greater Noida ❤️8448577510 ⊹Best Escorts Service I...
Call Girls From Pari Chowk Greater Noida ❤️8448577510 ⊹Best Escorts Service I...Call Girls From Pari Chowk Greater Noida ❤️8448577510 ⊹Best Escorts Service I...
Call Girls From Pari Chowk Greater Noida ❤️8448577510 ⊹Best Escorts Service I...
 
Call Girls In Noida 959961⊹3876 Independent Escort Service Noida
Call Girls In Noida 959961⊹3876 Independent Escort Service NoidaCall Girls In Noida 959961⊹3876 Independent Escort Service Noida
Call Girls In Noida 959961⊹3876 Independent Escort Service Noida
 
Pharma Works Profile of Karan Communications
Pharma Works Profile of Karan CommunicationsPharma Works Profile of Karan Communications
Pharma Works Profile of Karan Communications
 
Cracking the Cultural Competence Code.pptx
Cracking the Cultural Competence Code.pptxCracking the Cultural Competence Code.pptx
Cracking the Cultural Competence Code.pptx
 
Enhancing and Restoring Safety & Quality Cultures - Dave Litwiller - May 2024...
Enhancing and Restoring Safety & Quality Cultures - Dave Litwiller - May 2024...Enhancing and Restoring Safety & Quality Cultures - Dave Litwiller - May 2024...
Enhancing and Restoring Safety & Quality Cultures - Dave Litwiller - May 2024...
 
Mysore Call Girls 8617370543 WhatsApp Number 24x7 Best Services
Mysore Call Girls 8617370543 WhatsApp Number 24x7 Best ServicesMysore Call Girls 8617370543 WhatsApp Number 24x7 Best Services
Mysore Call Girls 8617370543 WhatsApp Number 24x7 Best Services
 
Monthly Social Media Update April 2024 pptx.pptx
Monthly Social Media Update April 2024 pptx.pptxMonthly Social Media Update April 2024 pptx.pptx
Monthly Social Media Update April 2024 pptx.pptx
 
Call Girls in Delhi, Escort Service Available 24x7 in Delhi 959961-/-3876
Call Girls in Delhi, Escort Service Available 24x7 in Delhi 959961-/-3876Call Girls in Delhi, Escort Service Available 24x7 in Delhi 959961-/-3876
Call Girls in Delhi, Escort Service Available 24x7 in Delhi 959961-/-3876
 
Quick Doctor In Kuwait +2773`7758`557 Kuwait Doha Qatar Dubai Abu Dhabi Sharj...
Quick Doctor In Kuwait +2773`7758`557 Kuwait Doha Qatar Dubai Abu Dhabi Sharj...Quick Doctor In Kuwait +2773`7758`557 Kuwait Doha Qatar Dubai Abu Dhabi Sharj...
Quick Doctor In Kuwait +2773`7758`557 Kuwait Doha Qatar Dubai Abu Dhabi Sharj...
 
Value Proposition canvas- Customer needs and pains
Value Proposition canvas- Customer needs and painsValue Proposition canvas- Customer needs and pains
Value Proposition canvas- Customer needs and pains
 
Organizational Transformation Lead with Culture
Organizational Transformation Lead with CultureOrganizational Transformation Lead with Culture
Organizational Transformation Lead with Culture
 
Call Girls Kengeri Satellite Town Just Call 👗 7737669865 👗 Top Class Call Gir...
Call Girls Kengeri Satellite Town Just Call 👗 7737669865 👗 Top Class Call Gir...Call Girls Kengeri Satellite Town Just Call 👗 7737669865 👗 Top Class Call Gir...
Call Girls Kengeri Satellite Town Just Call 👗 7737669865 👗 Top Class Call Gir...
 
The Path to Product Excellence: Avoiding Common Pitfalls and Enhancing Commun...
The Path to Product Excellence: Avoiding Common Pitfalls and Enhancing Commun...The Path to Product Excellence: Avoiding Common Pitfalls and Enhancing Commun...
The Path to Product Excellence: Avoiding Common Pitfalls and Enhancing Commun...
 
Call Girls Electronic City Just Call 👗 7737669865 👗 Top Class Call Girl Servi...
Call Girls Electronic City Just Call 👗 7737669865 👗 Top Class Call Girl Servi...Call Girls Electronic City Just Call 👗 7737669865 👗 Top Class Call Girl Servi...
Call Girls Electronic City Just Call 👗 7737669865 👗 Top Class Call Girl Servi...
 
👉Chandigarh Call Girls 👉9878799926👉Just Call👉Chandigarh Call Girl In Chandiga...
👉Chandigarh Call Girls 👉9878799926👉Just Call👉Chandigarh Call Girl In Chandiga...👉Chandigarh Call Girls 👉9878799926👉Just Call👉Chandigarh Call Girl In Chandiga...
👉Chandigarh Call Girls 👉9878799926👉Just Call👉Chandigarh Call Girl In Chandiga...
 

Featured

2024 State of Marketing Report – by Hubspot
2024 State of Marketing Report – by Hubspot2024 State of Marketing Report – by Hubspot
2024 State of Marketing Report – by HubspotMarius Sescu
 
Everything You Need To Know About ChatGPT
Everything You Need To Know About ChatGPTEverything You Need To Know About ChatGPT
Everything You Need To Know About ChatGPTExpeed Software
 
Product Design Trends in 2024 | Teenage Engineerings
Product Design Trends in 2024 | Teenage EngineeringsProduct Design Trends in 2024 | Teenage Engineerings
Product Design Trends in 2024 | Teenage EngineeringsPixeldarts
 
How Race, Age and Gender Shape Attitudes Towards Mental Health
How Race, Age and Gender Shape Attitudes Towards Mental HealthHow Race, Age and Gender Shape Attitudes Towards Mental Health
How Race, Age and Gender Shape Attitudes Towards Mental HealthThinkNow
 
AI Trends in Creative Operations 2024 by Artwork Flow.pdf
AI Trends in Creative Operations 2024 by Artwork Flow.pdfAI Trends in Creative Operations 2024 by Artwork Flow.pdf
AI Trends in Creative Operations 2024 by Artwork Flow.pdfmarketingartwork
 
PEPSICO Presentation to CAGNY Conference Feb 2024
PEPSICO Presentation to CAGNY Conference Feb 2024PEPSICO Presentation to CAGNY Conference Feb 2024
PEPSICO Presentation to CAGNY Conference Feb 2024Neil Kimberley
 
Content Methodology: A Best Practices Report (Webinar)
Content Methodology: A Best Practices Report (Webinar)Content Methodology: A Best Practices Report (Webinar)
Content Methodology: A Best Practices Report (Webinar)contently
 
How to Prepare For a Successful Job Search for 2024
How to Prepare For a Successful Job Search for 2024How to Prepare For a Successful Job Search for 2024
How to Prepare For a Successful Job Search for 2024Albert Qian
 
Social Media Marketing Trends 2024 // The Global Indie Insights
Social Media Marketing Trends 2024 // The Global Indie InsightsSocial Media Marketing Trends 2024 // The Global Indie Insights
Social Media Marketing Trends 2024 // The Global Indie InsightsKurio // The Social Media Age(ncy)
 
Trends In Paid Search: Navigating The Digital Landscape In 2024
Trends In Paid Search: Navigating The Digital Landscape In 2024Trends In Paid Search: Navigating The Digital Landscape In 2024
Trends In Paid Search: Navigating The Digital Landscape In 2024Search Engine Journal
 
5 Public speaking tips from TED - Visualized summary
5 Public speaking tips from TED - Visualized summary5 Public speaking tips from TED - Visualized summary
5 Public speaking tips from TED - Visualized summarySpeakerHub
 
ChatGPT and the Future of Work - Clark Boyd
ChatGPT and the Future of Work - Clark Boyd ChatGPT and the Future of Work - Clark Boyd
ChatGPT and the Future of Work - Clark Boyd Clark Boyd
 
Getting into the tech field. what next
Getting into the tech field. what next Getting into the tech field. what next
Getting into the tech field. what next Tessa Mero
 
Google's Just Not That Into You: Understanding Core Updates & Search Intent
Google's Just Not That Into You: Understanding Core Updates & Search IntentGoogle's Just Not That Into You: Understanding Core Updates & Search Intent
Google's Just Not That Into You: Understanding Core Updates & Search IntentLily Ray
 
Time Management & Productivity - Best Practices
Time Management & Productivity -  Best PracticesTime Management & Productivity -  Best Practices
Time Management & Productivity - Best PracticesVit Horky
 
The six step guide to practical project management
The six step guide to practical project managementThe six step guide to practical project management
The six step guide to practical project managementMindGenius
 
Beginners Guide to TikTok for Search - Rachel Pearson - We are Tilt __ Bright...
Beginners Guide to TikTok for Search - Rachel Pearson - We are Tilt __ Bright...Beginners Guide to TikTok for Search - Rachel Pearson - We are Tilt __ Bright...
Beginners Guide to TikTok for Search - Rachel Pearson - We are Tilt __ Bright...RachelPearson36
 

Featured (20)

2024 State of Marketing Report – by Hubspot
2024 State of Marketing Report – by Hubspot2024 State of Marketing Report – by Hubspot
2024 State of Marketing Report – by Hubspot
 
Everything You Need To Know About ChatGPT
Everything You Need To Know About ChatGPTEverything You Need To Know About ChatGPT
Everything You Need To Know About ChatGPT
 
Product Design Trends in 2024 | Teenage Engineerings
Product Design Trends in 2024 | Teenage EngineeringsProduct Design Trends in 2024 | Teenage Engineerings
Product Design Trends in 2024 | Teenage Engineerings
 
How Race, Age and Gender Shape Attitudes Towards Mental Health
How Race, Age and Gender Shape Attitudes Towards Mental HealthHow Race, Age and Gender Shape Attitudes Towards Mental Health
How Race, Age and Gender Shape Attitudes Towards Mental Health
 
AI Trends in Creative Operations 2024 by Artwork Flow.pdf
AI Trends in Creative Operations 2024 by Artwork Flow.pdfAI Trends in Creative Operations 2024 by Artwork Flow.pdf
AI Trends in Creative Operations 2024 by Artwork Flow.pdf
 
Skeleton Culture Code
Skeleton Culture CodeSkeleton Culture Code
Skeleton Culture Code
 
PEPSICO Presentation to CAGNY Conference Feb 2024
PEPSICO Presentation to CAGNY Conference Feb 2024PEPSICO Presentation to CAGNY Conference Feb 2024
PEPSICO Presentation to CAGNY Conference Feb 2024
 
Content Methodology: A Best Practices Report (Webinar)
Content Methodology: A Best Practices Report (Webinar)Content Methodology: A Best Practices Report (Webinar)
Content Methodology: A Best Practices Report (Webinar)
 
How to Prepare For a Successful Job Search for 2024
How to Prepare For a Successful Job Search for 2024How to Prepare For a Successful Job Search for 2024
How to Prepare For a Successful Job Search for 2024
 
Social Media Marketing Trends 2024 // The Global Indie Insights
Social Media Marketing Trends 2024 // The Global Indie InsightsSocial Media Marketing Trends 2024 // The Global Indie Insights
Social Media Marketing Trends 2024 // The Global Indie Insights
 
Trends In Paid Search: Navigating The Digital Landscape In 2024
Trends In Paid Search: Navigating The Digital Landscape In 2024Trends In Paid Search: Navigating The Digital Landscape In 2024
Trends In Paid Search: Navigating The Digital Landscape In 2024
 
5 Public speaking tips from TED - Visualized summary
5 Public speaking tips from TED - Visualized summary5 Public speaking tips from TED - Visualized summary
5 Public speaking tips from TED - Visualized summary
 
ChatGPT and the Future of Work - Clark Boyd
ChatGPT and the Future of Work - Clark Boyd ChatGPT and the Future of Work - Clark Boyd
ChatGPT and the Future of Work - Clark Boyd
 
Getting into the tech field. what next
Getting into the tech field. what next Getting into the tech field. what next
Getting into the tech field. what next
 
Google's Just Not That Into You: Understanding Core Updates & Search Intent
Google's Just Not That Into You: Understanding Core Updates & Search IntentGoogle's Just Not That Into You: Understanding Core Updates & Search Intent
Google's Just Not That Into You: Understanding Core Updates & Search Intent
 
How to have difficult conversations
How to have difficult conversations How to have difficult conversations
How to have difficult conversations
 
Introduction to Data Science
Introduction to Data ScienceIntroduction to Data Science
Introduction to Data Science
 
Time Management & Productivity - Best Practices
Time Management & Productivity -  Best PracticesTime Management & Productivity -  Best Practices
Time Management & Productivity - Best Practices
 
The six step guide to practical project management
The six step guide to practical project managementThe six step guide to practical project management
The six step guide to practical project management
 
Beginners Guide to TikTok for Search - Rachel Pearson - We are Tilt __ Bright...
Beginners Guide to TikTok for Search - Rachel Pearson - We are Tilt __ Bright...Beginners Guide to TikTok for Search - Rachel Pearson - We are Tilt __ Bright...
Beginners Guide to TikTok for Search - Rachel Pearson - We are Tilt __ Bright...
 

Presentation on use of BI in Telecommunications industry

  • 1.
  • 2.
  • 3. Introduction Data Ware housing: A warehouse is a subject-oriented, integrated, time-variant and non-volatile collection of data in support of management's decision making process Business Intelligence Business intelligence (BI) is a broad category of applications and technologies for gathering, storing, analyzing, and providing access to data to help enterprise users make better business decisions
  • 4. Importance in Telecommunication Huge amount of data to be handled 5.5 users/second are added in Indian telecommunication industry Provide competitive advantage Profit Margin is thin and even small degree of efficiency improvements add up and fund investments Modeling of different scenarios Source : TRAI
  • 5. Importance in Telecommunication Address the requirements of marketing, finance, customer service, sales and engineering departments Simultaneous use of data from different departments requires an efficient data management Regulatory requirements imposed by TRAI Stringent reporting requirement Upcoming technologies increases the emphasis of Data management number portability 3G spectrum
  • 6. Importance in Telecommunication Effective segmenting, targeting and positioning Understanding Customer Usage patterns by analyzing call detail recording (CDRs) Trend analysis for area, time and product Assists to estimate revenue, volumes and margin of profit Categorizing customers into segments according to their behavior and demography that for CRM To lunch accurate marketing campaign and improved ability to target new customers. Also supports to track the performance of campaign within a period of time that is essential for improving marketing skills Constantly monitors the behavioral changes of customer so that companies can immediately response with adequate measures.
  • 7. Key performance Indicators Systems and Network Performance Analysis / Capacity Planning Grade of service Service life of equipment Downtime / Time out of service Call completion ratio Average call duration (ACD) Answer-Seizure Ratio (ASR) Idle time on network Dropped calls Source: http://consultantvalueadded.com/2010/04/14/100-kpi%E2%80%99s-for-mobile-telecom-operators/ http://blog.maia-intelligence.com/2009/02/27/kpi-for-telecom-industry/ http://telecomtigers.blogspot.com/2010/03/kpi-key-performance-indicators.html
  • 8. Key performance Indicators Quality / Usage (Airtime): Analysis of the volume of successful calls Mean Opinion Score Service Coverage % of land covered with services % of population covered with services Average land unavailable to services Average population unavailable to services Access to customer service Source: http://consultantvalueadded.com/2010/04/14/100-kpi%E2%80%99s-for-mobile-telecom-operators/ http://blog.maia-intelligence.com/2009/02/27/kpi-for-telecom-industry/ http://telecomtigers.blogspot.com/2010/03/kpi-key-performance-indicators.html
  • 9. Key performance Indicators Faults and complains (Trouble tickets analysis) % of open and level of escalation priority required % closed Mean time to resolved Work in progress Customer service level statistics Customer Analysis ARPU (Average Revenue per User) Customer segmentation Analysis of subscriptions Top N customers Churn (No. of Subscriber who stopped using Services or left particular network) - may increase due to number portability Source: http://consultantvalueadded.com/2010/04/14/100-kpi%E2%80%99s-for-mobile-telecom-operators/ http://blog.maia-intelligence.com/2009/02/27/kpi-for-telecom-industry/ http://telecomtigers.blogspot.com/2010/03/kpi-key-performance-indicators.html
  • 10. Mapping of KPIs – an example CDR: What to look for ? Attempted vs completed calls Type of call – long distance or local Length of call Originating and terminating number Time of call
  • 11. Data warehouse matrix Source: The Complete guide to Dimensional modelling by Ralph Kimball, Margy Ross
  • 12. Data Modeling – Facts and Dimensional tables Source: The Complete guide to Dimensional modelling by Ralph Kimball, Margy Ross
  • 13. Facts Table Customer Transaction Services DnD Caller Tune etc. GPRS usage Call Waiting, Conferencing, forwarding Billing Info Recharge Online payments CRM – Customer complaints and service
  • 14. Dimensional Tables or Reference Tables VAS (type of service, charges, usage) Customer_info table (corporate or retial, prepaid or postpaid, customer first name, customer last name, billing address, address proof, Sim_number Sim_Info (MSISDN no, other attributes) Promotions_info Circle_master, Zonal_master Payment_info
  • 15. Criteria for success – Sybase example Extreme performance Small Load window Support existing tools Use existing hardware Storage space Before sybaseiq spice was spending time & processing cycles to distill the data down to summary tables to make it manageable Now sybaseiq gives spice ability to analyze trends across entire Data warehouse
  • 16. Major Players Teradata Corporation MAIA Intelligence Binary Semantics Ltd IDC India Ltd. TechAxes Business Intelligence software ElegantJ BI’s Integrated Business Intelligence and Reporting Software capabilities Corporate Performance Management, Operational Business Intelligence and Enterprise Data Management System Ingres corporation is a leading provider of open source database management software for Telecom service providers Source: http://business.mapsofindia.com/business-intelligence/companies.html
  • 17. Future of BI in telecom industry Telecom carriers worldwide, including wireline, wireless and cable operators, spent $4.4 billion on BI software, services and system integration in 2010 That figure is expected to rise by 18.2% to $5.2 billion in 2011. (According to the Yankee Group Report) Few companies are in the advanced stages of BI initiatives The recent introduction of BI appliances, such as Ingres ICE Breaker BI Appliance, offers a cost effective solution that can reduce the typical BI implementation schedule from months to weeks Source: BusInessIntellIgence for the telecommunIcatIons Industry ImprovIng the Bottom lIne and controllIng expenses - Ingres
  • 19. Major BI Applications Churn management Revenue assurance New product launches Measuring service success Measuring partnership success Detecting active and inactive users of mobile service
  • 20. KPIs – SCOR Dimensional Design steps Dimensional Table attributes Key business challenges and how BI helps Recommendations – any specific tool List of tools available and price information Upload on slideshare
  • 21. BI BI in Sector & use Balance scorecard How these KPIs are selected and establish a link.
  • 22. Retail KPIs Data Modeling Survey of practical tools – popular tools industry wise
  • 23. Some of the areas where Business Intelligence tool ElegantJ BI Solutions can be applied to telecom: Operations and Budget Analysis - Operations and Budget Analysis enables to monitor from numerous back-end systems that store the data. Helps to monitor budgets, customer satisfaction, sales on a daily basis by executives. Capacity management - Capacity management Analysis enables to identifying unused or available IT capacity for cost saving. Helps to provide accurate information on capacity usage of the infrastructure. Network operations management - Network operations management Analysis evaluates field technician expenses due to network congestion. Helps to optimise network efficiency after identifying potential areas that needs improvement Other Analysis Areas: Customer churn management Customer and market segmentation Fraud management Call centre management Subscriber usage pattern discovery Source: http://www.elegantjbi.com/Solutions/industry_BI_for_Telecommunication.htm
  • 24. Business Intelligence Advantages Discover new revenue torrents and ways to fine tune operations for improving customer experiences. Powerful analysis up to individual call detail records (CDR) with unmatched scalability. Advanced analytical functions for monitoring financial data and analysing models to develop loyalty amongst customers. Robust security of customers’ financial and personal data. Expressive information on customer activity for suggestions on better service plans at an offer that will benefit them. Information on service and network status with operational data from all business areas. Monitor workforce expenses on customer services like call centers and technical staff by maximizing individual’s efficiency.  Moreover, with ElegantJ BI balanced scorecard implementation organizations across all industries can achieve continuous improvement through Key Performance Indicators (KPIs) or Key Performance Metrics enabled process performance monitoring against the set targets - KPI for Telecom, KPI for Retail, KPI for Manufacturing, KPI for Pharmaceuticals, KPI for Healthcare, KPI for Hospitality & Entertainment, KPI for Life Science, KPI for Oil, Gas & Energy, KPI for Transportation & Travel, KPI for Banking, KPI for Finance Services, KPI for Insurance, KPI for Utilities, KPI for Shipping, KPI for Education, KPI for Consumer Packaged Goods and KPI for Government & Public Sectors. Source: http://www.elegantjbi.com/Solutions/industry_BI_for_Telecommunication.htm
  • 25. Analyze – blocking effectiveness and appropriateness to figure out congestion Change in Usage patterns – over, under and no usage Screen codes and IDDD errors Routine verification Provisioning information Promotional offers Fasting troubleshooting and repair in case of call drops Improve staff efficiency Improve customer care response time (billing etc) Minimize fraud settlement
  • 26. Reactive to proactive Application/BI use Source of data Purpose of Benefit Statutory reporting Financial data; Regulatory compliance sales and (general ledger) cost figures Customer segmentation Billing data; Targeted marketing customer data new product development Revenue assurance/ Network data Identifying sources of fraud detection revenue leakage; best cost routing Business performance Financial and Supporting decision making; metrics in various operational identifying cost savings areas data and improvements Devising ways of Event-based Estimating success of measuring the records, IP new service types success of new and data records complex services Partner and channel Externally Estimating success of joint performance metrics sourced channel ventures and partnerships; information optimizing channel strategy combined with internal sales and service data Real-time BI/Sales/ Historic and Assisting staff in all Portfolio management operational data types of complement of operation with full information to make immediate decisions Web analytics Web traffic data Will become more when self-service significant becomes the norm Merging unstructured Access to text Providing new information data sources sources e.g. to all areas of the call center business records, old contracts, proposals COPYRIGHT 2007 Questex Media Group, Inc. COPYRIGHT 2008 Gale, Cengage Learning

Editor's Notes

  1. http://consultantvalueadded.com/2010/04/14/100-kpi%E2%80%99s-for-mobile-telecom-operators/http://blog.maia-intelligence.com/2009/02/27/kpi-for-telecom-industry/http://telecomtigers.blogspot.com/2010/03/kpi-key-performance-indicators.html