Using incremental marketing techniques can maximize customer loyalty while minimizing costs. A typical customer lifecycle involves acquiring new customers and then building, saving, cross-selling and up-selling existing customers to prevent churn. Sophisticated retention strategies involve micro-segmenting customers based on their value and propensity to churn, and targeting the most valuable at-risk customers. Measurement of retention campaign effectiveness requires comparing response rates to a control group. Retention efforts can backfire and actually increase churn if not carefully targeted to the right customer segments.
Agile Procurement: A New Value Proposition for a Volatile WorldJon Hansen
eWorld Purchasing & Supply Conference
Day 1 - September 28th, 2010
09:30 to 10:05 AM Agile Procurement: A New Value Proposition for a Volatile World
Overview:
The procurement function has certainly proved its worth over the past few years, as many organisations cut costs rapidly to survive the economic downturn. But opinion is still firmly divided on the economic outlook for the next few years, with the only consensus being unpredictability. So would the same purchasing efficiencies be available second time around, if a ‘double-dip’ recession takes shape? Or will procurement’s contribution quickly be forgotten if a global recovery emerges instead? Chris Sawchuk from the Hackett Group puts forward the case for a new value proposition that can cope with unprecedented levels of uncertainty – challenging existing models in favour of increased flexibility and agility throughout the procurement and supply chain functions.
Speaker:
Chris Sawchuk, Global Procurement Practice Leader, The Hackett Group
SIM is a philosophically grounded, multi-specialist, multi-product asset manager within the Sanlam group. It has one investment platform that leverages off the Sanlam book and brand. SIM provides asset management services through various specialist teams across multiple asset classes.
Riskpro India Ventures provides vendor risk management services to help clients assess and mitigate risks associated with outsourcing. The document discusses Riskpro's capabilities in areas like operational risk advisory, governance risk management, and IT risk management. It outlines Riskpro's approach to vendor risk management, which includes planning risk assessments, conducting vendor due diligence, measuring and controlling risks, and educating partners. The document also highlights key risks of outsourcing like operational, reputational, legal, and concentration risks. It provides principles for outsourcing governance and oversight.
Vendor Risk Management Services provides integrated risk management consulting services to mid-large sized corporate and financial institutions in India. It has offices in three major cities - Mumbai, Delhi, and Bangalore. The document discusses Riskpro's mission to be a preferred risk management service provider and its value propositions such as quality advisory at competitive fees. It outlines Riskpro's service lines including Basel II/III advisory, operational risk, governance, and other risk management advisory services. The document also discusses vendor risk management perspectives, frameworks, objectives, and principles to follow when outsourcing to manage associated risks. It promotes a GRC management solution provided by NIIT Technologies and Riskpro.
This document discusses production decisions for a Chinese company. It covers pricing strategies, equipment investment, production volume, research and development, and marketing. It provides examples on production strategy and product variety, as well as an example of Mercedes-Benz's AMG series. Key factors to consider include price, demand, supply, production efficiency, market share, and growth potential. The document also outlines MESE's six steps for pricing decisions.
Safe Harbor Asset Management focuses on protecting investor assets and achieving steady growth rather than quick gains. The company believes risk can be managed through diversification using modern portfolio theory. President Stephen Davis has over 30 years of experience and takes both a scientific and artistic approach to building portfolios. Safe Harbor offers low-cost managed portfolios that have outperformed market indexes and aims to improve returns while reducing taxes for clients.
Mumbai residential buy the panic of 2013 -jan13Manaan Choksi
This document discusses the Mumbai residential real estate market and provides advice on buying property in 2013. It notes that 2013 presented a time of panic in the market that created maximum opportunity. It recommends focusing on premium under-construction properties located in central Mumbai close to new infrastructure projects. Several top developers launching new projects in 2013 are listed. The brokers profiled have extensive experience and offer integrated real estate services through the global RE/MAX network.
Agile Procurement: A New Value Proposition for a Volatile WorldJon Hansen
eWorld Purchasing & Supply Conference
Day 1 - September 28th, 2010
09:30 to 10:05 AM Agile Procurement: A New Value Proposition for a Volatile World
Overview:
The procurement function has certainly proved its worth over the past few years, as many organisations cut costs rapidly to survive the economic downturn. But opinion is still firmly divided on the economic outlook for the next few years, with the only consensus being unpredictability. So would the same purchasing efficiencies be available second time around, if a ‘double-dip’ recession takes shape? Or will procurement’s contribution quickly be forgotten if a global recovery emerges instead? Chris Sawchuk from the Hackett Group puts forward the case for a new value proposition that can cope with unprecedented levels of uncertainty – challenging existing models in favour of increased flexibility and agility throughout the procurement and supply chain functions.
Speaker:
Chris Sawchuk, Global Procurement Practice Leader, The Hackett Group
SIM is a philosophically grounded, multi-specialist, multi-product asset manager within the Sanlam group. It has one investment platform that leverages off the Sanlam book and brand. SIM provides asset management services through various specialist teams across multiple asset classes.
Riskpro India Ventures provides vendor risk management services to help clients assess and mitigate risks associated with outsourcing. The document discusses Riskpro's capabilities in areas like operational risk advisory, governance risk management, and IT risk management. It outlines Riskpro's approach to vendor risk management, which includes planning risk assessments, conducting vendor due diligence, measuring and controlling risks, and educating partners. The document also highlights key risks of outsourcing like operational, reputational, legal, and concentration risks. It provides principles for outsourcing governance and oversight.
Vendor Risk Management Services provides integrated risk management consulting services to mid-large sized corporate and financial institutions in India. It has offices in three major cities - Mumbai, Delhi, and Bangalore. The document discusses Riskpro's mission to be a preferred risk management service provider and its value propositions such as quality advisory at competitive fees. It outlines Riskpro's service lines including Basel II/III advisory, operational risk, governance, and other risk management advisory services. The document also discusses vendor risk management perspectives, frameworks, objectives, and principles to follow when outsourcing to manage associated risks. It promotes a GRC management solution provided by NIIT Technologies and Riskpro.
This document discusses production decisions for a Chinese company. It covers pricing strategies, equipment investment, production volume, research and development, and marketing. It provides examples on production strategy and product variety, as well as an example of Mercedes-Benz's AMG series. Key factors to consider include price, demand, supply, production efficiency, market share, and growth potential. The document also outlines MESE's six steps for pricing decisions.
Safe Harbor Asset Management focuses on protecting investor assets and achieving steady growth rather than quick gains. The company believes risk can be managed through diversification using modern portfolio theory. President Stephen Davis has over 30 years of experience and takes both a scientific and artistic approach to building portfolios. Safe Harbor offers low-cost managed portfolios that have outperformed market indexes and aims to improve returns while reducing taxes for clients.
Mumbai residential buy the panic of 2013 -jan13Manaan Choksi
This document discusses the Mumbai residential real estate market and provides advice on buying property in 2013. It notes that 2013 presented a time of panic in the market that created maximum opportunity. It recommends focusing on premium under-construction properties located in central Mumbai close to new infrastructure projects. Several top developers launching new projects in 2013 are listed. The brokers profiled have extensive experience and offer integrated real estate services through the global RE/MAX network.
Riskpro India Ventures provides integrated risk management consulting services to mid-large sized companies and financial institutions in India. It has offices in Mumbai, Delhi, and Bangalore, and alliances in other cities. Riskpro's services include fraud management, risk consulting, business ethics solutions, anti-corruption services, and forensics services. The company aims to provide quality advisory services at competitive prices using a hybrid delivery model and multi-skilled professionals with over 200 years of cumulative experience in risk management.
Riskpro India Ventures provides risk management consulting services through offices in major Indian cities. It aims to provide integrated risk management solutions to mid-large sized companies and financial institutions. Riskpro consists of experienced professionals with expertise in various industries. It offers services such as fraud investigations, risk management, business ethics programs, and forensic accounting. Clients include companies from sectors like banking, automotive, telecom, insurance, real estate, pharmaceuticals, energy, and securities.
Demand is defined as the quantity of a good or service that consumers are willing and able to purchase at a given price over a set period of time. Demand is determined by factors such as price, income, tastes, the price of related goods, and expectations about future prices. Demand can be expressed as a demand schedule, a demand curve, or a demand function that shows the quantity demanded at each price point when other determinants are held constant. The law of demand states that, all else equal, quantity demanded varies inversely with price.
The document outlines the agenda and materials for Swiss Re's Investors' Day on June 15, 2005. It includes presentations on corporate strategy, Swiss Re's global business, risk management, asset management strategy, capital adequacy and outlook. The asset management strategy section discusses Swiss Re's absolute return approach to investment management, including constructing replicating portfolios to determine insurance liability values and tailoring investments to maximize shareholder returns while considering liability structures. Active management examples provided include equity exposure management and fixed income duration adjustments.
1. The document discusses how corporate real estate (CRE) can capture hidden value for shareholders.
2. It provides a practical decision framework for CRE executives to maximize shareholder value by focusing on economic returns over accounting returns and ensuring all investments earn a return greater than their cost of capital.
3. The framework involves adjusting a company's balance sheet to reflect the true economic costs of CRE, including capitalizing operating leases, in order to identify how CRE affects both the book and market values of a company's operating assets and overall shareholder value.
Riskpro India Ventures provides integrated risk management consulting services including fraud risk management. It has offices in major Indian cities and alliances in other cities, managed by experienced professionals. Riskpro aims to provide quality advisory services typically offered by large firms, but at more affordable prices than large firms. It focuses exclusively on risk management and has over 200 years of cumulative experience. Services include fraud investigations, anti-fraud programs, compliance, and forensic audits.
Riskpro India is a specialized Risk Management Consulting firm providing risk management advisory, risk trainings, internal audits, forensic accounting, investigations, fraud prevention, process reviews services etc.
Today all organizations are subject to fraud risks. Large frauds have led to the downfall of entire organizations, massive investment losses, significant legal costs, incarceration of key individuals, and erosion of confidence in capital markets, Consequently as part of an organization’s governance structure, a fraud risk management program should be in place, including a written policy to convey the expectations of the board of directors and senior management regarding managing fraud risk.
Knowing present corporate focus and need for improved fraud risk governance & management, we’re pleased to launch our Fraud Risk Consulting services in addition to our existing bouquet of Risk advisory, Consulting, Training & Human Capital Services. Our services are offered through our multi location delivery centres in major metros with total presence in 11 Indian cities network.
“We are quoted in recent Economic Times news as among fastest
Today all organizations are subject to fraud risks. Large frauds have led to the downfall of entire organizations, massive investment losses, significant legal costs, incarceration of key individuals, and erosion of confidence in capital markets, Consequently as part of an organization’s governance structure, a fraud risk management program should be in place, including a written policy to convey the expectations of the board of directors and senior management regarding managing fraud risk.
Knowing present corporate focus and need for improved fraud risk governance & management, we’re pleased to launch our Fraud Risk Consulting services in addition to our existing bouquet of Risk advisory, Consulting, Training & Human Capital Services. Our services are offered through our multi location delivery centres in major metros with total presence in 11 Indian cities network.
Emerald Asset Advisors is a wealth management firm that has served high net worth individuals, families, and institutions for over a decade. The firm offers portfolio strategies focused on protection, growth, and diversification using a flexible approach. Key services include financial consulting, investment management, and family office services. The investment philosophy emphasizes a diversified, multi-manager approach seeking low market correlation and alternative strategies.
NXHR aims to provide end-to-end recruitment process management and human resources outsourcing services. In 2012-13, it focused on recruitment process outsourcing, human resources outsourcing, contingent hiring, advisory services, projects, and using the XiTE HRMS suite of tools. NXHR has a value proposition of cost savings, enhanced processes, resource optimization, and improved candidate and employee experiences through technology and complete service delivery. It aims to scale its services and see opportunity in onboarding processes as organizations look to automate elements to improve engagement and productivity.
The document discusses using high tunnels for crop production and marketing to maximize profits. It addresses the importance of pricing crops to capture premiums early in the season. The author emphasizes understanding customer perceptions and the total experience to influence the gap between perceived value and price paid. Charts are presented showing the effects of price changes over the season on revenue. The overall focus is on financial analysis and pricing strategies to improve profitability when using high tunnels.
Portfolio Analysis in US stock market using Markowitz modelIJASCSE
This document discusses portfolio analysis in the US stock market using the Markowitz model. It provides details on the inputs required, such as expected returns, standard deviations, and correlation coefficients between securities. An example application is presented analyzing 10 stocks from different industries over 15 years. The results show the optimal allocation across stocks based on expected returns and risks. Limitations of the mean-variance optimization approach are also noted.
i. Valuation under uncertainty uses simulation modeling to calculate the value of an entity, debt, and equity over time while accounting for uncertainty.
ii. Key inputs to the model include invested capital, excess marketable securities, capital charges, the net present value of translation gains/losses, forecasted earnings per share, and continuing value.
iii. The model provides probability distributions of the value of the entity, debt, and equity over time which help assess valuation risk under different scenarios.
This short document does not provide any clear information to summarize in 3 sentences or less. It contains fragmented text without context that makes the essential meaning and high level information unclear.
The document provides interactive instructions to click various Christmas-themed items like a chimney, sky, tree star, and choir to trigger winter weather effects, light up decorations, and play music. It ends by wishing the reader a happy Christmas and including a clickable prompt to exit.
The document compares various jobs from different countries and suggests that while one may not like their current job, they should be grateful it is not a more difficult or undesirable job, such as being an electrician in China, a plumber in Hungary, a delivery service employee in Asia, a deodorant tester in Germany, a zoo keeper in America, a horse whisperer in England, or a ditch digger in Poland. It also suggests being a mobile toilet cleaner would be the worst job of all. The document concludes by telling the reader to be thankful for their job and get back to work.
The document provides tips for living a beautiful life, including taking daily walks while smiling, spending 10 minutes in silence, focusing on purpose each morning, spending time with both the elderly and young children, making others smile, accepting life's problems as lessons, smiling and laughing more, making peace with the past, being thankful before sleeping, and enjoying life's journey.
The document discusses how society has become increasingly secular and removed God from public spaces and moral discussions. It argues this has contributed to rising issues like school shootings and violence. Specifically, it notes how prayer and religious texts were removed from schools, discipline was relaxed, and entertainment promoting harmful behaviors was accepted. The document urges readers to consider how abandoning religious and moral guidance has impacted society and values.
Over 600,000 accidents occur each year in the US due to drivers changing lanes without seeing other vehicles. Positioning side mirrors at a 90 degree angle rather than facing the side of the vehicle reduces blind spots and improves visibility of nearby cars. With the side mirrors angled outward, drivers will be able to see other vehicles faster and for longer periods of time, reducing the risk of accidents when changing lanes. Good visibility enabled by properly positioned mirrors can help drivers avoid accidents.
Riskpro India Ventures provides integrated risk management consulting services to mid-large sized companies and financial institutions in India. It has offices in Mumbai, Delhi, and Bangalore, and alliances in other cities. Riskpro's services include fraud management, risk consulting, business ethics solutions, anti-corruption services, and forensics services. The company aims to provide quality advisory services at competitive prices using a hybrid delivery model and multi-skilled professionals with over 200 years of cumulative experience in risk management.
Riskpro India Ventures provides risk management consulting services through offices in major Indian cities. It aims to provide integrated risk management solutions to mid-large sized companies and financial institutions. Riskpro consists of experienced professionals with expertise in various industries. It offers services such as fraud investigations, risk management, business ethics programs, and forensic accounting. Clients include companies from sectors like banking, automotive, telecom, insurance, real estate, pharmaceuticals, energy, and securities.
Demand is defined as the quantity of a good or service that consumers are willing and able to purchase at a given price over a set period of time. Demand is determined by factors such as price, income, tastes, the price of related goods, and expectations about future prices. Demand can be expressed as a demand schedule, a demand curve, or a demand function that shows the quantity demanded at each price point when other determinants are held constant. The law of demand states that, all else equal, quantity demanded varies inversely with price.
The document outlines the agenda and materials for Swiss Re's Investors' Day on June 15, 2005. It includes presentations on corporate strategy, Swiss Re's global business, risk management, asset management strategy, capital adequacy and outlook. The asset management strategy section discusses Swiss Re's absolute return approach to investment management, including constructing replicating portfolios to determine insurance liability values and tailoring investments to maximize shareholder returns while considering liability structures. Active management examples provided include equity exposure management and fixed income duration adjustments.
1. The document discusses how corporate real estate (CRE) can capture hidden value for shareholders.
2. It provides a practical decision framework for CRE executives to maximize shareholder value by focusing on economic returns over accounting returns and ensuring all investments earn a return greater than their cost of capital.
3. The framework involves adjusting a company's balance sheet to reflect the true economic costs of CRE, including capitalizing operating leases, in order to identify how CRE affects both the book and market values of a company's operating assets and overall shareholder value.
Riskpro India Ventures provides integrated risk management consulting services including fraud risk management. It has offices in major Indian cities and alliances in other cities, managed by experienced professionals. Riskpro aims to provide quality advisory services typically offered by large firms, but at more affordable prices than large firms. It focuses exclusively on risk management and has over 200 years of cumulative experience. Services include fraud investigations, anti-fraud programs, compliance, and forensic audits.
Riskpro India is a specialized Risk Management Consulting firm providing risk management advisory, risk trainings, internal audits, forensic accounting, investigations, fraud prevention, process reviews services etc.
Today all organizations are subject to fraud risks. Large frauds have led to the downfall of entire organizations, massive investment losses, significant legal costs, incarceration of key individuals, and erosion of confidence in capital markets, Consequently as part of an organization’s governance structure, a fraud risk management program should be in place, including a written policy to convey the expectations of the board of directors and senior management regarding managing fraud risk.
Knowing present corporate focus and need for improved fraud risk governance & management, we’re pleased to launch our Fraud Risk Consulting services in addition to our existing bouquet of Risk advisory, Consulting, Training & Human Capital Services. Our services are offered through our multi location delivery centres in major metros with total presence in 11 Indian cities network.
“We are quoted in recent Economic Times news as among fastest
Today all organizations are subject to fraud risks. Large frauds have led to the downfall of entire organizations, massive investment losses, significant legal costs, incarceration of key individuals, and erosion of confidence in capital markets, Consequently as part of an organization’s governance structure, a fraud risk management program should be in place, including a written policy to convey the expectations of the board of directors and senior management regarding managing fraud risk.
Knowing present corporate focus and need for improved fraud risk governance & management, we’re pleased to launch our Fraud Risk Consulting services in addition to our existing bouquet of Risk advisory, Consulting, Training & Human Capital Services. Our services are offered through our multi location delivery centres in major metros with total presence in 11 Indian cities network.
Emerald Asset Advisors is a wealth management firm that has served high net worth individuals, families, and institutions for over a decade. The firm offers portfolio strategies focused on protection, growth, and diversification using a flexible approach. Key services include financial consulting, investment management, and family office services. The investment philosophy emphasizes a diversified, multi-manager approach seeking low market correlation and alternative strategies.
NXHR aims to provide end-to-end recruitment process management and human resources outsourcing services. In 2012-13, it focused on recruitment process outsourcing, human resources outsourcing, contingent hiring, advisory services, projects, and using the XiTE HRMS suite of tools. NXHR has a value proposition of cost savings, enhanced processes, resource optimization, and improved candidate and employee experiences through technology and complete service delivery. It aims to scale its services and see opportunity in onboarding processes as organizations look to automate elements to improve engagement and productivity.
The document discusses using high tunnels for crop production and marketing to maximize profits. It addresses the importance of pricing crops to capture premiums early in the season. The author emphasizes understanding customer perceptions and the total experience to influence the gap between perceived value and price paid. Charts are presented showing the effects of price changes over the season on revenue. The overall focus is on financial analysis and pricing strategies to improve profitability when using high tunnels.
Portfolio Analysis in US stock market using Markowitz modelIJASCSE
This document discusses portfolio analysis in the US stock market using the Markowitz model. It provides details on the inputs required, such as expected returns, standard deviations, and correlation coefficients between securities. An example application is presented analyzing 10 stocks from different industries over 15 years. The results show the optimal allocation across stocks based on expected returns and risks. Limitations of the mean-variance optimization approach are also noted.
i. Valuation under uncertainty uses simulation modeling to calculate the value of an entity, debt, and equity over time while accounting for uncertainty.
ii. Key inputs to the model include invested capital, excess marketable securities, capital charges, the net present value of translation gains/losses, forecasted earnings per share, and continuing value.
iii. The model provides probability distributions of the value of the entity, debt, and equity over time which help assess valuation risk under different scenarios.
This short document does not provide any clear information to summarize in 3 sentences or less. It contains fragmented text without context that makes the essential meaning and high level information unclear.
The document provides interactive instructions to click various Christmas-themed items like a chimney, sky, tree star, and choir to trigger winter weather effects, light up decorations, and play music. It ends by wishing the reader a happy Christmas and including a clickable prompt to exit.
The document compares various jobs from different countries and suggests that while one may not like their current job, they should be grateful it is not a more difficult or undesirable job, such as being an electrician in China, a plumber in Hungary, a delivery service employee in Asia, a deodorant tester in Germany, a zoo keeper in America, a horse whisperer in England, or a ditch digger in Poland. It also suggests being a mobile toilet cleaner would be the worst job of all. The document concludes by telling the reader to be thankful for their job and get back to work.
The document provides tips for living a beautiful life, including taking daily walks while smiling, spending 10 minutes in silence, focusing on purpose each morning, spending time with both the elderly and young children, making others smile, accepting life's problems as lessons, smiling and laughing more, making peace with the past, being thankful before sleeping, and enjoying life's journey.
The document discusses how society has become increasingly secular and removed God from public spaces and moral discussions. It argues this has contributed to rising issues like school shootings and violence. Specifically, it notes how prayer and religious texts were removed from schools, discipline was relaxed, and entertainment promoting harmful behaviors was accepted. The document urges readers to consider how abandoning religious and moral guidance has impacted society and values.
Over 600,000 accidents occur each year in the US due to drivers changing lanes without seeing other vehicles. Positioning side mirrors at a 90 degree angle rather than facing the side of the vehicle reduces blind spots and improves visibility of nearby cars. With the side mirrors angled outward, drivers will be able to see other vehicles faster and for longer periods of time, reducing the risk of accidents when changing lanes. Good visibility enabled by properly positioned mirrors can help drivers avoid accidents.
Executive Directors Chat Leveraging AI for Diversity, Equity, and InclusionTechSoup
Let’s explore the intersection of technology and equity in the final session of our DEI series. Discover how AI tools, like ChatGPT, can be used to support and enhance your nonprofit's DEI initiatives. Participants will gain insights into practical AI applications and get tips for leveraging technology to advance their DEI goals.
This slide is special for master students (MIBS & MIFB) in UUM. Also useful for readers who are interested in the topic of contemporary Islamic banking.
it describes the bony anatomy including the femoral head , acetabulum, labrum . also discusses the capsule , ligaments . muscle that act on the hip joint and the range of motion are outlined. factors affecting hip joint stability and weight transmission through the joint are summarized.
How to Manage Your Lost Opportunities in Odoo 17 CRMCeline George
Odoo 17 CRM allows us to track why we lose sales opportunities with "Lost Reasons." This helps analyze our sales process and identify areas for improvement. Here's how to configure lost reasons in Odoo 17 CRM
How to Setup Warehouse & Location in Odoo 17 InventoryCeline George
In this slide, we'll explore how to set up warehouses and locations in Odoo 17 Inventory. This will help us manage our stock effectively, track inventory levels, and streamline warehouse operations.
How to Build a Module in Odoo 17 Using the Scaffold MethodCeline George
Odoo provides an option for creating a module by using a single line command. By using this command the user can make a whole structure of a module. It is very easy for a beginner to make a module. There is no need to make each file manually. This slide will show how to create a module using the scaffold method.
This presentation includes basic of PCOS their pathology and treatment and also Ayurveda correlation of PCOS and Ayurvedic line of treatment mentioned in classics.
Walmart Business+ and Spark Good for Nonprofits.pdfTechSoup
"Learn about all the ways Walmart supports nonprofit organizations.
You will hear from Liz Willett, the Head of Nonprofits, and hear about what Walmart is doing to help nonprofits, including Walmart Business and Spark Good. Walmart Business+ is a new offer for nonprofits that offers discounts and also streamlines nonprofits order and expense tracking, saving time and money.
The webinar may also give some examples on how nonprofits can best leverage Walmart Business+.
The event will cover the following::
Walmart Business + (https://business.walmart.com/plus) is a new shopping experience for nonprofits, schools, and local business customers that connects an exclusive online shopping experience to stores. Benefits include free delivery and shipping, a 'Spend Analytics” feature, special discounts, deals and tax-exempt shopping.
Special TechSoup offer for a free 180 days membership, and up to $150 in discounts on eligible orders.
Spark Good (walmart.com/sparkgood) is a charitable platform that enables nonprofits to receive donations directly from customers and associates.
Answers about how you can do more with Walmart!"
Exploiting Artificial Intelligence for Empowering Researchers and Faculty, In...Dr. Vinod Kumar Kanvaria
Exploiting Artificial Intelligence for Empowering Researchers and Faculty,
International FDP on Fundamentals of Research in Social Sciences
at Integral University, Lucknow, 06.06.2024
By Dr. Vinod Kumar Kanvaria
Exploiting Artificial Intelligence for Empowering Researchers and Faculty, In...
0 neil-skilling-presentation
1. Using incremental marketing
techniques to maximise
loyalty with minimum cost
N Skilling, P
eil ortraitSoftware
Neil.Skilling@portraitsoftware.com
Loyalty World 15th November 2010
2. A Typical Customer Lifecycle
New
Win-
Build
Back
Cross
Save & Up-
Sell
Anti-
Churn
page 2
3. Typical Retention Strategies
● Pre-Emptive
● Build customer value into the relationship
● Ensure full-value understood, used and appreciated by
customers
● Improve customer experience
● Proactive
● Target customers at risk
● Target valuable customers at risk
● Reactive
● Product mismatch
● Save team and offer limits
● Win-back
page 3
4. Increasing Sophistication in Proactive Retention
Sophistication
Target on
Significant
Event value at risk
Target on
Land Grab attrition risk
Attrition Probability × Value
Untargeted
retention
Attrition
Probability MAINSTREAM
Acquisition
CURRENT
LAGGARDS
PRACTICE
Time
Page 4
5. Value at Risk – Micro-Segmentation = high investments
= medium investments
Customer Profitability Segments = low / no investments
Top5 Next 10 Next 20 Mid 30 Low40
High 1
High 2
Propensity to leave
High 3
Medium 1
Medium 2
Medium 3
Medium 4
Low 1
Low 2
Low 3
Page 5
6. Value = £200
Measurement of Effectiveness Contact Cost = £0.50
Incentive = £100
Number of Save Value of
Segment Saves Total Profit
Customers Rate % Response
Treated 100,000 75,000 75% £ 15,000,000 £ 7,450,000
Control 100,000 70,000 70% £ 14,000,000 £ 13,880,000
Uplift 5,000 5% £ 1,000,000 -£ 6,430,000
• Uplift = Treated “Response” – Control “Response”
• Uplift can only be measured against a control group or background
response rate
• Campaign profitability is measured from Uplift only not total
responses
• Where did the Uplift come from?
• Can we target on Uplift only?
Page 6
7. McCoy’s Revelation
“It’s worse than that —
he’s dead, Jim”
– Dr Leonard H. McCoy
page 7
8. Fundamental Segmentation for Retention
SLEEPING DOGS LOST CAUSES
Yes
CHURN IF
TREATED
SURE THINGS PERSUADABLES
No
No Yes
CHURN IF NOT TREATED
8 Page 8
10. Increasing Sophistication in Retention
Target on
savable
Sophistication
value
Target on
Significant
Event value at risk
Target on Save Prob × Value
Land Grab attrition risk
Attrition Probability × Value
Untargeted
retention
Attrition
Probability MAINSTREAM
Acquisition STATE-OF-THE-ART
CURRENT
LAGGARDS
PRACTICE
Time
Page 10
11. When Things go Well – Mobile Phone Contract Renewal
SLEEPING DOGS
Yes
LOST CAUSES
CHURN IF
TREATED
SURE THINGS PERSUADABLES
No
No Yes
CHURN IF NOT TREATED
Page 11
12. When Things go Wrong – Mobile Telco
Number of Save Value of
Segment Saves Total Profit
Customers Rate % Response
Treated 100,000 90,000 90% £ 18,000,000 £ 8,950,000
Control 100,000 91,000 91% £ 18,200,000 £ 18,059,000
Uplift - 1,000 -1% -£ 200,000 -£ 9,109,000
Value = £200
Contact Cost = £0.50
Incentive = £100
Page 12
13. Avoiding Churn Stimulation – Credit Card Re-Pricing
Number of Improved Improvement Value of
Segment Total Profit
Customers Performance Rate % Response
Treated 100,000 49,520 49.5% £ 2,476,000 £ 2,426,000
Control 100,000 43,470 43.5% £ 2,173,500 £ 2,173,500
Uplift 6,050 6.1% £ 302,500 £ 252,500
Value = £50
Contact Cost = £0.50
Incentive = £0
SLEEPING DOGS LOST CAUSES
• Customer Management
often involves difficult
PERSUADABLES
conversations
• Knowing for whom this will
SURE THINGS have a wholly beneficial
effect is a big win.
page 13
14. Customer Case Studies
Business Goals Use Customer Insight as never used before: Leverage Data and
Analytical Excellence to increase customer retention and profitability
ROI Key breakthroughs with Portrait Analytics and Uplift Optimizer
at Lloyds TSB Insurance
• Added over £10 million incremental profit per year in the last two years
• Increased the retention rate by 4.09%,
300% times better ROI Initiative ROI
• Increased the marketing response rate by 35% (£/per year)
Customer retention 8,000,000
Strong Positive Effect Marginal Effect Negative Effect
6% 250 k
Customer Cross-sell Cost Savings 400,000
5%
186 k 184 k
189 k 193 k
200 k Customer Loyalty Cost Savings 1,100,00
164 k
4% 156 k
150 k
Customer Acquisition Growth 600,000
3% 110 k 108 k
Customer Acquisition Cost Reduction 600,000
100 k
2% 66 k
47 k
Online acquisition cost avoidance 100,000
50 k
1%
Uplift Profit Total ROI 10,800,000
0k
0% 0k
0% 20% 40% 60% 80% 100%
page 14
15. Customer Case Studies
Deliver next generation targeting for customer retention (churn) campaigns
Business Goals
Removing negative effects thus decreasing both churn and campaign costs
Campaign ROI increased over 11 times previous campaigns
ROI
Churn rate decreases by an additional 36% over traditional approach
• Traditional targeting reduced churn by 5% (from 23% to 18%)
• But significant negative effects observed
• Uplift model reduced these significantly Results
Without Uplift improved
Reduction in
• Saving 40% of treatment costs Overall Churn
36%
• Further reducing churn to 6.8% With Uplift
Introduction of 5% 6.8%
first prediction Introduction of
model refined prediction
25 % model
23 %
20 %
19 % 19 % 20 % Without Uplift
18 % 18 %
17 %
16 % Treated
15 %
annual defection rate
15 % 15 %
14 % 14 %
14 % 13 %
14 %
13 %
Volume Treated volume
12 % 11 %
13 %
11 %
12 %
11 %
With Uplift reduced by 40%
11 % 11 %
10 % 10 %
9%
10 %
9% 9%
8%
5% 60% 100%
0%
months
page 15
16. Lessons
● Embed value within the relationship and
avoid proactive retention
● Measure, Measure, Measure the
incremental effect and look for negative
effects
● Model on saveability not churn or attrition
likelihood
● Avoid the sleeping dogs, the lost causes
and the sure things
page 16
17. Europe (Headquarters)
The Smith Centre, The Fairmile
Henley-on-Thames, Oxfordshire,
RG9 6AB, United Kingdom
T: +44 (0)1491 416600
F: +44 (0)1491 416601
Americas
125 Summer Street
16th Floor
Boston MA 02110, USA
T: +1 617 4575200
F: +1 617 4575299
Asia Pacific
Level 7
15-17 Young Street
Sydney NSW 2000
Australia
T: +61 2 9276 2728
F: +61 2 9276 2799
Scandinavia
Maridalsveien 87, Bygg 1
0461 Oslo
Norway
T: +47 22 38 91 00
F: +47 23 40 94 99
Edinburgh
39 Melville Street
Edinburgh
EH3 7JF, United Kingdom
T: +44 (0) 131 220 4491
F: +44 (0) 131 220 4492