Flevy Management Insights Case Study
Transformation Strategy for Mid-Size Beverage Manufacturer in Craft Spirits
     David Tang    |    Pricing Strategy


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TLDR A mid-size beverage manufacturer saw a 12% profit margin decline due to pricing and operational inefficiencies. By adopting Lean Manufacturing, a dynamic pricing strategy, and improving e-commerce, the company increased production efficiency by 15% and revenue by 8%. This underscores the need for operational modernization and value-aligned pricing.

Reading time: 21 minutes

Consider this scenario: A mid-size beverage manufacturer specializing in craft spirits faces significant pricing strategy challenges, resulting in a 12% decrease in profit margins.

The organization grapples with external challenges like increasing raw material costs and competitive pressures from larger brands, while internally struggling with outdated production methods and inefficient supply chains. The primary strategic objective is to optimize pricing strategies and modernize production to regain profitability and market share.



This organization is a mid-size beverage manufacturer specializing in craft spirits. The organization is experiencing a 12% decrease in profit margins due to rising raw material costs and competitive pressures from larger brands. Internally, it struggles with outdated production methods and inefficient supply chains. The primary strategic objective is to optimize pricing strategies and modernize production.

Environmental Analysis

The craft spirits industry is growing, but it is highly competitive with increasing raw material costs challenging profitability.

We begin our analysis by analyzing the primary forces driving the industry:

  • Internal Rivalry: High due to numerous craft and large-scale producers competing for market share.
  • Supplier Power: Significant, as specialized ingredients and materials are limited and expensive.
  • Buyer Power: Moderate, as consumers have many choices but are loyal to quality and brand identity.
  • Threat of New Entrants: Moderate, due to high initial capital and regulatory requirements.
  • Threat of Substitutes: Increasing, with consumers exploring alternative beverages like craft beers and non-alcoholic spirits.

Emergent trends include a shift towards premiumization and sustainability. The industry dynamics are changing as follows:

  • Premiumization: Consumers are willing to pay more for high-quality, artisanal products, presenting an opportunity to enhance product offerings. The risk is the need for substantial investment in quality improvement.
  • Sustainability: Growing demand for eco-friendly products creates an opportunity to differentiate through sustainable practices. The risk includes higher initial costs and the need for supply chain adjustments.
  • Direct-to-Consumer Sales: Increasing online sales create an opportunity for higher margins. The risk involves the need for a robust digital strategy and logistics management.
  • Regulatory Changes: Potential regulatory changes in alcohol sales could present opportunities or risks, depending on the direction of the changes.

A PESTLE analysis reveals several key factors. Politically, regulatory changes in alcohol laws could impact operations. Economically, fluctuations in raw material prices are a significant concern. Socially, there is a growing demand for premium and sustainable products. Technologically, advancements in production could optimize costs. Environmentally, sustainability is increasingly important. Legally, compliance with alcohol production and sales laws remains a critical factor.

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Internal Assessment

The organization possesses strong brand recognition and a loyal customer base but faces operational inefficiencies and outdated production methods.

SWOT Analysis

The organization’s strengths include strong brand recognition and a loyal customer base. Opportunities lie in premiumization and expanding direct-to-consumer sales. However, weaknesses such as operational inefficiencies and outdated production methods pose significant challenges. Threats include rising raw material costs and intense competition from larger brands.

4 Actions Framework Analysis

To reinvigorate growth, the organization should eliminate outdated production methods that cause inefficiencies. It should reduce dependency on expensive raw materials by exploring local alternatives. Additionally, raising product quality through premiumization and creating new sustainable product lines will cater to evolving consumer preferences. Finally, investing in direct-to-consumer sales channels can enhance profitability and market reach.

McKinsey 7-S Analysis

Structure: Current hierarchical structure needs streamlining for better decision-making. Strategy: Focus on premiumization and sustainability. Systems: Implement modern production systems for efficiency. Shared Values: Emphasize quality and sustainability. Style: Leadership should adopt a more participative approach. Staff: Upskill workforce to handle new production technologies. Skills: Enhance capabilities in digital marketing and supply chain management.

Strategic Initiatives

The leadership team formulated strategic initiatives based on the comprehensive understanding gained from the previous industry analysis and internal capability assessment, outlining specific, actionable steps that align with the strategic plan's objectives over a 3-5 year horizon to drive growth by 20% over the next 12 months .

  • Modernize Production Facilities: Upgrade equipment and adopt new technologies to improve efficiency and reduce costs. This will require significant CapEx, but expected to improve margins by 10%.
  • Optimize Supply Chain: Streamline supply chain processes to reduce waste and lower raw material costs. This initiative aims for a 5% reduction in supply chain costs and will require investment in new logistics systems.
  • Implement Dynamic Pricing Strategy: Develop a pricing strategy that responds to market conditions and competitor actions in real-time. Anticipated to increase revenue by 8% and requires investment in pricing software and analytics.
  • Expand Direct-to-Consumer Sales Channels: Develop an e-commerce platform to reach customers directly. Expected to increase sales by 15%, requiring investment in IT infrastructure and digital marketing.
  • Launch Premium Product Line: Introduce a new range of high-quality, artisanal spirits. Aimed to capture premium market segment, expected to boost revenue by 10%. Requires R&D, marketing, and initial production investment.
  • Sustainability Initiative: Develop sustainable practices across production and packaging. Expected to improve brand image and attract eco-conscious consumers. Requires investment in sustainable materials and processes.
  • Employee Training and Development: Upskill employees to handle new technologies and processes. Expected to enhance productivity and innovation, requiring investment in training programs.
  • Market Research and Consumer Insights: Conduct regular market research to understand consumer preferences and market trends. This will guide product development and marketing strategies, requiring ongoing investment.
  • Brand Positioning Campaign: Strengthen brand identity through targeted marketing campaigns. Expected to increase brand loyalty and market share, requiring investment in marketing and advertising.
  • Partnerships and Collaborations: Form strategic partnerships with suppliers and distributors to enhance market presence. Expected to leverage resources and capabilities, requiring negotiation and collaboration efforts.

Pricing Strategy Implementation KPIs

KPIS are crucial throughout the implementation process. They provide quantifiable checkpoints to validate the alignment of operational activities with our strategic goals, ensuring that execution is not just activity-driven, but results-oriented. Further, these KPIs act as early indicators of progress or deviation, enabling agile decision-making and course correction if needed.


What you measure is what you get. Senior executives understand that their organization's measurement system strongly affects the behavior of managers and employees.
     – Robert S. Kaplan and David P. Norton (creators of the Balanced Scorecard)

  • Profit Margin Increase: Monitor profit margins to assess the impact of efficiency improvements and pricing strategies.
  • Supply Chain Cost Reduction: Track supply chain costs to measure the success of optimization efforts.
  • Sales Growth: Measure sales growth to evaluate the effectiveness of new product lines and direct-to-consumer channels.
  • Customer Satisfaction Score: Gauge customer satisfaction to understand the impact of quality improvements and new offerings.
  • Employee Productivity: Assess productivity metrics to determine the effectiveness of training programs.

These KPIs provide insights into the effectiveness of the strategic initiatives, helping to identify areas of success and those requiring further attention. Tracking these metrics will enable the organization to make data-driven decisions and adjust strategies as needed.

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Stakeholder Management

Success of the strategic initiatives hinges on the involvement and support of both internal and external stakeholders, including production teams, supply chain partners, and marketing departments.

  • Production Teams: Responsible for implementing new technologies and improving operational efficiency.
  • Supply Chain Partners: Crucial for optimizing supply chain processes and reducing costs.
  • Marketing Department: Essential for developing and executing brand positioning campaigns.
  • R&D Team: Key in developing new premium products and sustainable practices.
  • IT Department: Responsible for building and maintaining the e-commerce platform.
  • HR Department: Crucial for training and development initiatives.
  • Consumers: The ultimate beneficiaries of the improved product offerings and quality.
  • Investors: Provide necessary financial backing for strategic initiatives.
  • Regulatory Bodies: Ensure compliance with industry regulations and standards.
Stakeholder GroupsRACI
Production Teams
Supply Chain Partners
Marketing Department
R&D Team
IT Department
HR Department
Consumers
Investors
Regulatory Bodies

We've only identified the primary stakeholder groups above. There are also participants and groups involved for various activities in each of the strategic initiatives.

Learn more about Stakeholder Management Change Management Focus Interviewing Workshops Supplier Management

Pricing Strategy Deliverables

These are a selection of deliverables across all the strategic initiatives.

  • Transformation Strategy Presentation (PPT)
  • Supply Chain Optimization Plan (PPT)
  • Dynamic Pricing Financial Model (Excel)
  • Market Research Report (PPT)
  • Sustainability Practices Toolkit (PPT)

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Modernize Production Facilities

The implementation team leveraged the Lean Manufacturing framework to streamline production processes and eliminate waste. Lean Manufacturing is a systematic method for waste minimization within a manufacturing system without sacrificing productivity. It was particularly useful in this context, as it focused on optimizing the production flow and reducing inefficiencies. The team followed this process:

  • Conducted a value stream mapping to identify all steps in the production process and pinpoint areas of waste.
  • Implemented 5S (Sort, Set in order, Shine, Standardize, Sustain) to organize the workspace and improve efficiency.
  • Adopted Just-In-Time (JIT) production to reduce inventory costs and enhance production flow.
  • Trained employees on Lean principles to ensure continuous improvement and sustainment of the new processes.

The team also utilized the Theory of Constraints (TOC) to identify and manage bottlenecks in the production process. TOC is a management paradigm that views any manageable system as being limited in achieving more of its goals by a very small number of constraints. This framework was crucial in focusing efforts on the most critical areas that hindered production efficiency. The team followed this process:

  • Identified the primary bottleneck in the production line through data analysis and observation.
  • Exploited the constraint by ensuring it was always operating at maximum efficiency.
  • Subordinated other processes to support the constraint, ensuring no other parts of the process hindered its performance.
  • Elevated the constraint by investing in additional resources or technology to increase its capacity.
  • Repeated the process to identify and address new constraints as they emerged.

The implementation of Lean Manufacturing and TOC resulted in a 15% increase in production efficiency and a 10% reduction in operational costs. The streamlined processes and reduced waste contributed significantly to improving profit margins and overall production capacity.

Optimize Supply Chain

The implementation team utilized the SCOR (Supply Chain Operations Reference) Model to optimize supply chain processes. The SCOR Model provides a unique framework that links business processes, metrics, best practices, and technology into a unified structure to improve supply chain performance. It was particularly useful for identifying inefficiencies and standardizing supply chain processes. The team followed this process:

  • Mapped the entire supply chain process from suppliers to end customers.
  • Identified key performance metrics such as delivery reliability, flexibility, and cost management.
  • Benchmarked current performance against industry best practices to identify gaps.
  • Implemented standardized processes and best practices to address identified gaps.
  • Monitored performance continuously to ensure improvements were sustained.

The team also employed the Total Cost of Ownership (TCO) framework to understand the full cost implications of supply chain decisions. TCO is a financial estimate intended to help buyers and owners determine the direct and indirect costs of a product or system. This framework was crucial in making informed decisions that balanced cost and performance. The team followed this process:

  • Identified all direct and indirect costs associated with supply chain activities, including procurement, transportation, and inventory holding.
  • Analyzed cost drivers and their impact on overall supply chain cost.
  • Developed strategies to mitigate high-cost areas, such as negotiating better terms with suppliers or optimizing transportation routes.
  • Implemented cost-saving initiatives and tracked their impact on total supply chain cost.

The implementation of the SCOR Model and TCO framework resulted in a 12% reduction in supply chain costs and improved delivery reliability by 20%. These improvements enhanced the organization's ability to meet customer demands efficiently and cost-effectively.

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Implement Dynamic Pricing Strategy

The implementation team used the Price Optimization and Management (PO&M) framework to develop a dynamic pricing strategy. PO&M is a comprehensive approach that combines advanced analytics and pricing strategies to optimize pricing decisions. This framework was particularly useful in identifying optimal pricing points and maximizing revenue. The team followed this process:

  • Collected and analyzed historical sales data to understand pricing trends and customer behavior.
  • Developed pricing models using machine learning algorithms to predict customer response to different pricing strategies.
  • Implemented dynamic pricing tools that adjusted prices in real-time based on market conditions and competitor actions.
  • Monitored pricing performance continuously and adjusted strategies as needed to maximize revenue.

The team also employed the Customer Value-Based Pricing (CVBP) framework to ensure prices reflected the perceived value to customers. CVBP focuses on setting prices based on the value customers perceive in the product, rather than solely on cost or competition. The team followed this process:

  • Conducted customer surveys and focus groups to understand the perceived value of different product attributes.
  • Segmented customers based on their willingness to pay and value perception.
  • Developed differentiated pricing strategies for different customer segments to maximize perceived value and willingness to pay.
  • Implemented value communication strategies to ensure customers understood the benefits and value of the products.

The implementation of PO&M and CVBP frameworks resulted in an 8% increase in revenue and improved customer satisfaction with pricing fairness. The dynamic pricing strategy allowed the organization to respond swiftly to market changes, optimizing profitability.

Expand Direct-to-Consumer Sales Channels

The implementation team utilized the E-Commerce Business Model Canvas to develop the direct-to-consumer sales strategy. The Business Model Canvas is a strategic management tool that allows organizations to visualize, design, and innovate their business models. It was particularly useful in identifying key components and relationships necessary for a successful e-commerce platform. The team followed this process:

  • Defined the value proposition for direct-to-consumer sales, focusing on convenience and exclusive product offerings.
  • Identified key activities, resources, and partners required to build and maintain the e-commerce platform.
  • Developed customer segments and channels to ensure effective reach and engagement with target customers.
  • Outlined revenue streams and cost structures to ensure the financial viability of the e-commerce initiative.

The team also employed the Customer Journey Mapping framework to enhance the online shopping experience. Customer Journey Mapping involves visualizing the customer's experience with a product or service to identify pain points and opportunities for improvement. The team followed this process:

  • Mapped the entire customer journey from awareness to post-purchase, identifying key touchpoints and interactions.
  • Gathered customer feedback through surveys and usability testing to understand pain points and areas for improvement.
  • Developed strategies to enhance the customer experience at each touchpoint, such as personalized recommendations and efficient checkout processes.
  • Implemented continuous monitoring and optimization to ensure the customer journey remained seamless and satisfying.

The implementation of the Business Model Canvas and Customer Journey Mapping resulted in a 15% increase in online sales and improved customer satisfaction with the e-commerce platform. The direct-to-consumer strategy enabled the organization to reach new customers and build stronger relationships with existing ones.

Launch Premium Product Line

The implementation team utilized the Product Development and Innovation (PDI) framework to launch the premium product line. PDI is a structured approach to developing new products and bringing them to market. It was particularly useful in ensuring the premium product line met high-quality standards and market needs. The team followed this process:

  • Conducted market research to identify consumer preferences and trends in the premium spirits segment.
  • Developed product concepts and prototypes based on research findings and consumer feedback.
  • Tested prototypes with target customers to gather feedback and refine the product offering.
  • Finalized the product design and initiated production, ensuring high-quality standards were maintained.

The team also employed the Stage-Gate Process to manage the product development lifecycle. The Stage-Gate Process is a project management approach that divides the product development process into distinct stages, separated by gates where decisions are made to continue, modify, or halt the project. The team followed this process:

  • Defined the stages of product development, including ideation, feasibility, development, testing, and launch.
  • Established criteria for each gate to ensure only viable products progressed to the next stage.
  • Conducted regular reviews at each gate to assess progress and make informed decisions.
  • Ensured cross-functional collaboration throughout the process to align product development with marketing, production, and sales strategies.

The implementation of the PDI framework and Stage-Gate Process resulted in the successful launch of the premium product line, with a 10% increase in revenue from the new offerings. The structured approach ensured the products met consumer expectations and maintained high-quality standards, enhancing the brand's reputation.

Sustainability Initiative

The implementation team utilized the Triple Bottom Line (TBL) framework to guide the sustainability initiative. TBL is a framework that encourages organizations to focus on social and environmental concerns as well as profits, often referred to as "people, planet, and profit." It was particularly useful in balancing economic goals with social and environmental responsibilities. The team followed this process:

  • Assessed the current environmental impact of production processes and identified areas for improvement.
  • Developed sustainability goals and metrics to track progress in reducing environmental footprint.
  • Implemented eco-friendly practices, such as using sustainable materials and reducing waste.
  • Engaged stakeholders, including employees and suppliers, to ensure alignment with sustainability goals.

The team also employed the Corporate Social Responsibility (CSR) framework to integrate social responsibility into the organization's operations. CSR is a self-regulating business model that helps a company be socially accountable to itself, its stakeholders, and the public. The team followed this process:

  • Identified key social issues relevant to the organization and its stakeholders.
  • Developed CSR initiatives that addressed these issues, such as community engagement and fair labor practices.
  • Implemented CSR programs and communicated their impact to stakeholders.
  • Monitored and reported on CSR performance to ensure continuous improvement.

The implementation of TBL and CSR frameworks resulted in a significant reduction in the organization's environmental footprint and improved its social responsibility profile. These initiatives enhanced the brand's reputation and attracted eco-conscious consumers, contributing to long-term sustainability.

Employee Training and Development

The implementation team utilized the ADDIE (Analyze, Design, Develop, Implement, Evaluate) Model to structure the employee training and development program. The ADDIE Model is a systematic instructional design framework used to create effective training programs. It was particularly useful in ensuring the training program was comprehensive and aligned with organizational goals. The team followed this process:

  • Analyzed training needs by assessing current skills and identifying gaps.
  • Designed a training curriculum that addressed identified needs and aligned with organizational objectives.
  • Developed training materials and resources, including e-learning modules and hands-on workshops.
  • Implemented the training program, ensuring all employees participated and received necessary support.
  • Evaluated the effectiveness of the training through assessments and feedback.

The team also employed the Kirkpatrick Model to evaluate the effectiveness of the training program. The Kirkpatrick Model is a framework for evaluating training programs based on four levels: reaction, learning, behavior, and results. The team followed this process:

  • Measured employee reactions to the training program through surveys and feedback sessions.
  • Assessed learning outcomes by testing employees' knowledge and skills post-training.
  • Observed changes in employee behavior and performance on the job.
  • Evaluated the overall impact of the training on organizational performance and goals.

The implementation of the ADDIE Model and Kirkpatrick Model resulted in a significant improvement in employee skills and productivity. The structured training program ensured employees were well-equipped to handle new technologies and processes, contributing to the organization's overall efficiency and effectiveness.

Market Research and Consumer Insights

The implementation team utilized the Voice of the Customer (VoC) framework to gather market research and consumer insights. VoC is a process for capturing customers' expectations, preferences, and aversions. It was particularly useful in understanding consumer needs and guiding product development and marketing strategies. The team followed this process:

  • Conducted surveys, interviews, and focus groups to gather detailed feedback from customers.
  • Analyzed feedback to identify common themes and insights into consumer preferences and pain points.
  • Developed customer personas based on the insights to guide product development and marketing efforts.
  • Implemented continuous feedback loops to ensure ongoing understanding of consumer needs and preferences.

The team also employed the Conjoint Analysis framework to understand consumer preferences and trade-offs. Conjoint Analysis is a statistical technique used in market research to determine how people value different attributes of a product or service. The team followed this process:

  • Designed conjoint surveys that presented consumers with different product attribute combinations.
  • Collected and analyzed survey data to understand the relative importance of different attributes.
  • Used the insights to prioritize product features and design elements that resonated most with consumers.
  • Incorporated the findings into product development and marketing strategies to better meet consumer needs.

The implementation of VoC and Conjoint Analysis frameworks resulted in a deeper understanding of consumer preferences and more targeted product offerings. These insights guided the organization in developing products and marketing strategies that resonated with consumers, leading to increased customer satisfaction and loyalty.

Brand Positioning Campaign

The implementation team utilized the Brand Positioning Framework to develop the brand positioning campaign. The Brand Positioning Framework helps organizations define their brand's unique value proposition and differentiate it from competitors. It was particularly useful in identifying the key attributes that set the brand apart and communicating them effectively to the target audience. The team followed this process:

  • Conducted a competitive analysis to understand the positioning of key competitors in the market.
  • Identified the brand's unique strengths and value proposition based on consumer insights and market research.
  • Developed a clear and compelling brand positioning statement that encapsulated the brand's unique value.
  • Created marketing messages and campaigns that communicated the brand positioning to the target audience.

The team also employed the Integrated Marketing Communications (IMC) framework to ensure a consistent and cohesive brand message across all channels. IMC is a strategic approach to coordinating and integrating all marketing communications tools, channels, and resources to maximize impact. The team followed this process:

  • Developed a comprehensive IMC plan that outlined key messages, target audiences, and communication channels.
  • Ensured consistency in messaging across all marketing materials, including advertising, social media, and public relations.
  • Coordinated efforts across different marketing teams to ensure alignment and synergy in campaigns.
  • Monitored and measured the effectiveness of the IMC plan to ensure it achieved the desired impact.

The implementation of the Brand Positioning Framework and IMC framework resulted in a stronger and more differentiated brand presence in the market. The cohesive and compelling brand messaging resonated with consumers, leading to increased brand awareness and loyalty.

Partnerships and Collaborations

The implementation team utilized the Strategic Alliance Framework to form partnerships and collaborations. The Strategic Alliance Framework provides a structured approach to identifying, forming, and managing strategic partnerships that create mutual value. It was particularly useful in identifying potential partners and ensuring alignment of goals and resources. The team followed this process:

  • Identified potential partners that aligned with the organization's strategic goals and values.
  • Developed a value proposition for the partnership, outlining mutual benefits and objectives.
  • Negotiated terms and agreements to ensure a clear understanding of roles, responsibilities, and expectations.
  • Established governance structures and communication channels to manage the partnership effectively.

The team also employed the Collaborative Planning, Forecasting, and Replenishment (CPFR) framework to enhance collaboration with supply chain partners. CPFR is a business practice that combines the intelligence of multiple trading partners in the planning and fulfillment of customer demand. The team followed this process:

  • Developed joint business plans with partners to align on goals, strategies, and key performance indicators.
  • Shared demand forecasts and inventory data to improve planning and reduce stockouts or excess inventory.
  • Collaborated on replenishment strategies to ensure optimal inventory levels and timely deliveries.
  • Monitored and reviewed performance regularly to identify areas for improvement and ensure alignment.

The implementation of the Strategic Alliance Framework and CPFR framework resulted in stronger and more effective partnerships. These collaborations enhanced the organization's ability to meet market demands, optimize supply chain efficiency, and leverage shared resources for mutual benefit.

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Key Findings and Results

Here is a summary of the key results of this case study:

  • Increased production efficiency by 15% and reduced operational costs by 10% through Lean Manufacturing and Theory of Constraints implementation.
  • Reduced supply chain costs by 12% and improved delivery reliability by 20% using the SCOR Model and Total Cost of Ownership framework.
  • Achieved an 8% increase in revenue through the implementation of a dynamic pricing strategy using Price Optimization and Management and Customer Value-Based Pricing frameworks.
  • Boosted online sales by 15% and enhanced customer satisfaction with the e-commerce platform through the E-Commerce Business Model Canvas and Customer Journey Mapping.
  • Successfully launched a premium product line, resulting in a 10% increase in revenue, guided by the Product Development and Innovation framework and Stage-Gate Process.
  • Reduced environmental footprint significantly and improved social responsibility profile through the Triple Bottom Line and Corporate Social Responsibility frameworks.
  • Enhanced employee skills and productivity through a structured training program using the ADDIE Model and Kirkpatrick Model, contributing to overall organizational efficiency.

The overall results of the initiative show a mix of successes and areas needing improvement. The modernization of production facilities and optimization of the supply chain yielded substantial cost reductions and efficiency gains, directly addressing the internal inefficiencies. The dynamic pricing strategy and expansion into direct-to-consumer sales channels also delivered notable revenue increases, validating the market-driven approach. However, the premium product line, while successful, required significant investment in R&D and marketing, which could have been more efficiently managed. Additionally, while the sustainability initiatives improved the brand image, the higher initial costs were a strain on short-term financials. Alternative strategies could include phased investments in premiumization and sustainability to balance short-term financial health with long-term strategic goals.

Recommended next steps include continuing to monitor and optimize the implemented strategies, particularly focusing on fine-tuning the dynamic pricing model and expanding direct-to-consumer channels to further capitalize on these gains. Additionally, a phased approach to premiumization and sustainability investments should be adopted to ensure financial stability. Further, ongoing employee training and development should be emphasized to sustain productivity gains. Finally, leveraging market research and consumer insights should remain a priority to stay aligned with evolving consumer preferences and market trends.


 
David Tang, New York

Strategy & Operations, Digital Transformation, Management Consulting

The development of this case study was overseen by David Tang. David is the CEO and Founder of Flevy. Prior to Flevy, David worked as a management consultant for 8 years, where he served clients in North America, EMEA, and APAC. He graduated from Cornell with a BS in Electrical Engineering and MEng in Management.

To cite this article, please use:

Source: Dynamic Pricing Strategy for Specialty Retailer, Flevy Management Insights, David Tang, 2024


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