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Predicting Customer Churn at QWE Inc. SWOT Analysis / TOWS Matrix / Weighted SWOT Analysis

Case Study SWOT Analysis Solution

Case Study Description of Predicting Customer Churn at QWE Inc.


This field-based case is an efficient vehicle for exposing students to predictive analytics as applied to discrete events with logistic regression. The VP of customer services for a successful start-up wants to proactively identify customers most likely to cancel services or "churn." He assigns the task to one of his associates and provides him with data on customer behavior and his intuition about what drives churn. The associate must generate a list of the customers most likely to churn and the top three reasons for that likelihood. Although the name of the company and individuals are disguised, the data are real and adjusted by an unspecified constant so that all relationships are preserved.

Authors :: Anton Ovchinnikov

Topics :: Leadership & Managing People

Tags :: Financial analysis, Operations management, SWOT Analysis, SWOT Matrix, TOWS, Weighted SWOT Analysis

Swot Analysis of "Predicting Customer Churn at QWE Inc." written by Anton Ovchinnikov includes – strengths weakness that are internal strategic factors of the organization, and opportunities and threats that Churn Assigns facing as an external strategic factors. Some of the topics covered in Predicting Customer Churn at QWE Inc. case study are - Strategic Management Strategies, Financial analysis, Operations management and Leadership & Managing People.


Some of the macro environment factors that can be used to understand the Predicting Customer Churn at QWE Inc. casestudy better are - – competitive advantages are harder to sustain because of technology dispersion, technology disruption, increasing inequality as vast percentage of new income is going to the top 1%, central banks are concerned over increasing inflation, geopolitical disruptions, banking and financial system is disrupted by Bitcoin and other crypto currencies, there is backlash against globalization, cloud computing is disrupting traditional business models, increasing government debt because of Covid-19 spendings, etc



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Introduction to SWOT Analysis of Predicting Customer Churn at QWE Inc.


SWOT stands for an organization’s Strengths, Weaknesses, Opportunities and Threats . At Oak Spring University , we believe that protagonist in Predicting Customer Churn at QWE Inc. case study can use SWOT analysis as a strategic management tool to assess the current internal strengths and weaknesses of the Churn Assigns, and to figure out the opportunities and threats in the macro environment – technological, environmental, political, economic, social, demographic, etc in which Churn Assigns operates in.

According to Harvard Business Review, 75% of the managers use SWOT analysis for various purposes such as – evaluating current scenario, strategic planning, new venture feasibility, personal growth goals, new market entry, Go To market strategies, portfolio management and strategic trade-off assessment, organizational restructuring, etc.




SWOT Objectives / Importance of SWOT Analysis and SWOT Matrix


SWOT analysis of Predicting Customer Churn at QWE Inc. can be done for the following purposes –
1. Strategic planning using facts provided in Predicting Customer Churn at QWE Inc. case study
2. Improving business portfolio management of Churn Assigns
3. Assessing feasibility of the new initiative in Leadership & Managing People field.
4. Making a Leadership & Managing People topic specific business decision
5. Set goals for the organization
6. Organizational restructuring of Churn Assigns




Strengths Predicting Customer Churn at QWE Inc. | Internal Strategic Factors
What are Strengths in SWOT Analysis / TOWS Matrix / Weighted SWOT Analysis

The strengths of Churn Assigns in Predicting Customer Churn at QWE Inc. Harvard Business Review case study are -

Cross disciplinary teams

– Horizontal connected teams at the Churn Assigns are driving operational speed, building greater agility, and keeping the organization nimble to compete with new competitors. It helps are organization to ideate new ideas, and execute them swiftly in the marketplace.

Training and development

– Churn Assigns has one of the best training and development program in the industry. The effectiveness of the training programs can be measured in Predicting Customer Churn at QWE Inc. Harvard Business Review case study by analyzing – employees retention, in-house promotion, loyalty, new venture initiation, lack of conflict, and high level of both employees and customer engagement.

Analytics focus

– Churn Assigns is putting a lot of focus on utilizing the power of analytics in business decision making. This has put it among the leading players in the industry. The technology infrastructure suggested by Anton Ovchinnikov can also help it to harness the power of analytics for – marketing optimization, demand forecasting, customer relationship management, inventory management, information sharing across the value chain etc.

Highly skilled collaborators

– Churn Assigns has highly efficient outsourcing and offshoring strategy. It has resulted in greater operational flexibility and bringing down the costs in highly price sensitive segment. Secondly the value chain collaborators of the firm in Predicting Customer Churn at QWE Inc. HBR case study have helped the firm to develop new products and bring them quickly to the marketplace.

High switching costs

– The high switching costs that Churn Assigns has built up over years in its products and services combo offer has resulted in high retention of customers, lower marketing costs, and greater ability of the firm to focus on its customers.

Strong track record of project management

– Churn Assigns is known for sticking to its project targets. This enables the firm to manage – time, project costs, and have sustainable margins on the projects.

Innovation driven organization

– Churn Assigns is one of the most innovative firm in sector. Manager in Predicting Customer Churn at QWE Inc. Harvard Business Review case study can use Clayton Christensen Disruptive Innovation strategies to further increase the scale of innovtions in the organization.

Diverse revenue streams

– Churn Assigns is present in almost all the verticals within the industry. This has provided firm in Predicting Customer Churn at QWE Inc. case study a diverse revenue stream that has helped it to survive disruptions such as global pandemic in Covid-19, financial disruption of 2008, and supply chain disruption of 2021.

Effective Research and Development (R&D)

– Churn Assigns has innovation driven culture where significant part of the revenues are spent on the research and development activities. This has resulted in, as mentioned in case study Predicting Customer Churn at QWE Inc. - staying ahead in the industry in terms of – new product launches, superior customer experience, highly competitive pricing strategies, and great returns to the shareholders.

Operational resilience

– The operational resilience strategy in the Predicting Customer Churn at QWE Inc. Harvard Business Review case study comprises – understanding the underlying the factors in the industry, building diversified operations across different geographies so that disruption in one part of the world doesn’t impact the overall performance of the firm, and integrating the various business operations and processes through its digital transformation drive.

High brand equity

– Churn Assigns has strong brand awareness and brand recognition among both - the exiting customers and potential new customers. Strong brand equity has enabled Churn Assigns to keep acquiring new customers and building profitable relationship with both the new and loyal customers.

Superior customer experience

– The customer experience strategy of Churn Assigns in the segment is based on four key concepts – personalization, simplification of complex needs, prompt response, and continuous engagement.






Weaknesses Predicting Customer Churn at QWE Inc. | Internal Strategic Factors
What are Weaknesses in SWOT Analysis / TOWS Matrix / Weighted SWOT Analysis

The weaknesses of Predicting Customer Churn at QWE Inc. are -

Capital Spending Reduction

– Even during the low interest decade, Churn Assigns has not been able to do capital spending to the tune of the competition. This has resulted into fewer innovations and company facing stiff competition from both existing competitors and new entrants who are disrupting the industry using digital technology.

Products dominated business model

– Even though Churn Assigns has some of the most successful products in the industry, this business model has made each new product launch extremely critical for continuous financial growth of the organization. firm in the HBR case study - Predicting Customer Churn at QWE Inc. should strive to include more intangible value offerings along with its core products and services.

Slow to strategic competitive environment developments

– As Predicting Customer Churn at QWE Inc. HBR case study mentions - Churn Assigns takes time to assess the upcoming competitions. This has led to missing out on atleast 2-3 big opportunities in the industry in last five years.

Need for greater diversity

– Churn Assigns has taken concrete steps on diversity, equity, and inclusion. But the efforts so far has resulted in limited success. It needs to expand the recruitment and selection process to hire more people from the minorities and underprivileged background.

High bargaining power of channel partners

– Because of the regulatory requirements, Anton Ovchinnikov suggests that, Churn Assigns is facing high bargaining power of the channel partners. So far it has not able to streamline the operations to reduce the bargaining power of the value chain partners in the industry.

High dependence on star products

– The top 2 products and services of the firm as mentioned in the Predicting Customer Churn at QWE Inc. HBR case study still accounts for major business revenue. This dependence on star products in has resulted into insufficient focus on developing new products, even though Churn Assigns has relatively successful track record of launching new products.

Employees’ incomplete understanding of strategy

– From the instances in the HBR case study Predicting Customer Churn at QWE Inc., it seems that the employees of Churn Assigns don’t have comprehensive understanding of the firm’s strategy. This is reflected in number of promotional campaigns over the last few years that had mixed messaging and competing priorities. Some of the strategic activities and services promoted in the promotional campaigns were not consistent with the organization’s strategy.

High operating costs

– Compare to the competitors, firm in the HBR case study Predicting Customer Churn at QWE Inc. has high operating costs in the. This can be harder to sustain given the new emerging competition from nimble players who are using technology to attract Churn Assigns 's lucrative customers.

Slow decision making process

– As mentioned earlier in the report, Churn Assigns has a very deliberative decision making approach. This approach has resulted in prudent decisions, but it has also resulted in missing opportunities in the industry over the last five years. Churn Assigns even though has strong showing on digital transformation primary two stages, it has struggled to capitalize the power of digital transformation in marketing efforts and new venture efforts.

Low market penetration in new markets

– Outside its home market of Churn Assigns, firm in the HBR case study Predicting Customer Churn at QWE Inc. needs to spend more promotional, marketing, and advertising efforts to penetrate international markets.

Compensation and incentives

– The revenue per employee as mentioned in the HBR case study Predicting Customer Churn at QWE Inc., is just above the industry average. Churn Assigns needs to redesign the compensation structure and incentives to increase the revenue per employees. Some of the steps that it can take are – hiring more specialists on project basis, etc.




Opportunities Predicting Customer Churn at QWE Inc. | External Strategic Factors
What are Opportunities in the SWOT Analysis / TOWS Matrix / Weighted SWOT Analysis


The opportunities highlighted in the Harvard Business Review case study Predicting Customer Churn at QWE Inc. are -

Changes in consumer behavior post Covid-19

– Consumer behavior has changed in the Leadership & Managing People industry because of Covid-19 restrictions. Some of this behavior will stay once things get back to normal. Churn Assigns can take advantage of these changes in consumer behavior to build a far more efficient business model. For example consumer regular ordering of products can reduce both last mile delivery costs and market penetration costs. Churn Assigns can further use this consumer data to build better customer loyalty, provide better products and service collection, and improve the value proposition in inflationary times.

Identify volunteer opportunities

– Covid-19 has impacted working population in two ways – it has led to people soul searching about their professional choices, resulting in mass resignation. Secondly it has encouraged people to do things that they are passionate about. This has opened opportunities for businesses to build volunteer oriented socially driven projects. Churn Assigns can explore opportunities that can attract volunteers and are consistent with its mission and vision.

Learning at scale

– Online learning technologies has now opened space for Churn Assigns to conduct training and development for its employees across the world. This will result in not only reducing the cost of training but also help employees in different part of the world to integrate with the headquarter work culture, ethos, and standards.

Low interest rates

– Even though inflation is raising its head in most developed economies, Churn Assigns can still utilize the low interest rates to borrow money for capital investment. Secondly it can also use the increase of government spending in infrastructure projects to get new business.

Increase in government spending

– As the United States and other governments are increasing social spending and infrastructure spending to build economies post Covid-19, Churn Assigns can use these opportunities to build new business models that can help the communities that Churn Assigns operates in. Secondly it can use opportunities from government spending in Leadership & Managing People sector.

Use of Bitcoin and other crypto currencies for transactions

– The popularity of Bitcoin and other crypto currencies as asset class and medium of transaction has opened new opportunities for Churn Assigns in the consumer business. Now Churn Assigns can target international markets with far fewer capital restrictions requirements than the existing system.

Developing new processes and practices

– Churn Assigns can develop new processes and procedures in Leadership & Managing People industry using technology such as automation using artificial intelligence, real time transportation and products tracking, 3D modeling for concept development and new products pilot testing etc.

Manufacturing automation

– Churn Assigns can use the latest technology developments to improve its manufacturing and designing process in Leadership & Managing People segment. It can use CAD and 3D printing to build a quick prototype and pilot testing products. It can leverage automation using machine learning and artificial intelligence to do faster production at lowers costs, and it can leverage the growth in satellite and tracking technologies to improve inventory management, transportation, and shipping.

Using analytics as competitive advantage

– Churn Assigns has spent a significant amount of money and effort to integrate analytics and machine learning into its operations in the sector. This continuous investment in analytics has enabled, as illustrated in the Harvard case study Predicting Customer Churn at QWE Inc. - to build a competitive advantage using analytics. The analytics driven competitive advantage can help Churn Assigns to build faster Go To Market strategies, better consumer insights, developing relevant product features, and building a highly efficient supply chain.

Lowering marketing communication costs

– 5G expansion will open new opportunities for Churn Assigns in the field of marketing communication. It will bring down the cost of doing business, provide technology platform to build new products in the Leadership & Managing People segment, and it will provide faster access to the consumers.

Finding new ways to collaborate

– Covid-19 has not only transformed business models of companies in Leadership & Managing People industry, but it has also influenced the consumer preferences. Churn Assigns can tie-up with other value chain partners to explore new opportunities regarding meeting customer demands and building a rewarding and engaging relationship.

Loyalty marketing

– Churn Assigns has focused on building a highly responsive customer relationship management platform. This platform is built on in-house data and driven by analytics and artificial intelligence. The customer analytics can help the organization to fine tune its loyalty marketing efforts, increase the wallet share of the organization, reduce wastage on mainstream advertising spending, build better pricing strategies using personalization, etc.

Redefining models of collaboration and team work

– As explained in the weaknesses section, Churn Assigns is facing challenges because of the dominance of functional experts in the organization. Predicting Customer Churn at QWE Inc. case study suggests that firm can utilize new technology to build more coordinated teams and streamline operations and communications using tools such as CAD, Zoom, etc.




Threats Predicting Customer Churn at QWE Inc. External Strategic Factors
What are Threats in the SWOT Analysis / TOWS Matrix / Weighted SWOT Analysis


The threats mentioned in the HBR case study Predicting Customer Churn at QWE Inc. are -

Consumer confidence and its impact on Churn Assigns demand

– There is a high probability of declining consumer confidence, given – high inflammation rate, rise of gig economy, lower job stability, increasing cost of living, higher interest rates, and aging demography. All the factors contribute to people saving higher rate of their income, resulting in lower consumer demand in the industry and other sectors.

Learning curve for new practices

– As the technology based on artificial intelligence and machine learning platform is getting complex, as highlighted in case study Predicting Customer Churn at QWE Inc., Churn Assigns may face longer learning curve for training and development of existing employees. This can open space for more nimble competitors in the field of Leadership & Managing People .

High level of anxiety and lack of motivation

– the Great Resignation in United States is the sign of broader dissatisfaction among the workforce in United States. Churn Assigns needs to understand the core reasons impacting the Leadership & Managing People industry. This will help it in building a better workplace.

Aging population

– As the populations of most advanced economies are aging, it will lead to high social security costs, higher savings among population, and lower demand for goods and services in the economy. The household savings in US, France, UK, Germany, and Japan are growing faster than predicted because of uncertainty caused by pandemic.

Capital market disruption

– During the Covid-19, Dow Jones has touched record high. The valuations of a number of companies are way beyond their existing business model potential. This can lead to capital market correction which can put a number of suppliers, collaborators, value chain partners in great financial difficulty. It will directly impact the business of Churn Assigns.

Increasing international competition and downward pressure on margins

– Apart from technology driven competitive advantage dilution, Churn Assigns can face downward pressure on margins from increasing competition from international players. The international players have stable revenue in their home market and can use those resources to penetrate prominent markets illustrated in HBR case study Predicting Customer Churn at QWE Inc. .

High dependence on third party suppliers

– Churn Assigns high dependence on third party suppliers can disrupt its processes and delivery mechanism. For example -the current troubles of car makers because of chip shortage is because the chip companies started producing chips for electronic companies rather than car manufacturers.

Easy access to finance

– Easy access to finance in Leadership & Managing People field will also reduce the barriers to entry in the industry, thus putting downward pressure on the prices because of increasing competition. Churn Assigns can utilize it by borrowing at lower rates and invest it into research and development, capital expenditure to fortify its core competitive advantage.

Trade war between China and United States

– The trade war between two of the biggest economies can hugely impact the opportunities for Churn Assigns in the Leadership & Managing People industry. The Leadership & Managing People industry is already at various protected from local competition in China, with the rise of trade war the protection levels may go up. This presents a clear threat of current business model in Chinese market.

Regulatory challenges

– Churn Assigns needs to prepare for regulatory challenges as consumer protection groups and other pressure groups are vigorously advocating for more regulations on big business - to reduce inequality, to create a level playing field, to product data privacy and consumer privacy, to reduce the influence of big money on democratic institutions, etc. This can lead to significant changes in the Leadership & Managing People industry regulations.

New competition

– After the dotcom bust of 2001, financial crisis of 2008-09, the business formation in US economy had declined. But in 2020 alone, there are more than 1.5 million new business applications in United States. This can lead to greater competition for Churn Assigns in the Leadership & Managing People sector and impact the bottomline of the organization.

Shortening product life cycle

– it is one of the major threat that Churn Assigns is facing in Leadership & Managing People sector. It can lead to higher research and development costs, higher marketing expenses, lower customer loyalty, etc.

Technology disruption because of hacks, piracy etc

– The colonial pipeline illustrated, how vulnerable modern organization are to international hackers, miscreants, and disruptors. The cyber security interruption, data leaks, etc can seriously jeopardize the future growth of the organization.




Weighted SWOT Analysis of Predicting Customer Churn at QWE Inc. Template, Example


Not all factors mentioned under the Strengths, Weakness, Opportunities, and Threats quadrants in the SWOT Analysis are equal. Managers in the HBR case study Predicting Customer Churn at QWE Inc. needs to zero down on the relative importance of each factor mentioned in the Strengths, Weakness, Opportunities, and Threats quadrants. We can provide the relative importance to each factor by assigning relative weights. Weighted SWOT analysis process is a three stage process –

First stage for doing weighted SWOT analysis of the case study Predicting Customer Churn at QWE Inc. is to rank the strengths and weaknesses of the organization. This will help you to assess the most important strengths and weaknesses of the firm and which one of the strengths and weaknesses mentioned in the initial lists are marginal and can be left out.

Second stage for conducting weighted SWOT analysis of the Harvard case study Predicting Customer Churn at QWE Inc. is to give probabilities to the external strategic factors thus better understanding the opportunities and threats arising out of macro environment changes and developments.

Third stage of constructing weighted SWOT analysis of Predicting Customer Churn at QWE Inc. is to provide strategic recommendations includes – joining likelihood of external strategic factors such as opportunities and threats to the internal strategic factors – strengths and weaknesses. You should start with external factors as they will provide the direction of the overall industry. Secondly by joining probabilities with internal strategic factors can help the company not only strategic fit but also the most probably strategic trade-off that Churn Assigns needs to make to build a sustainable competitive advantage.



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