Flevy Management Insights Case Study

Planned Maintenance Enhancement for E-Commerce in Health Supplements

     Joseph Robinson    |    Planned Maintenance


Fortune 500 companies typically bring on global consulting firms, like McKinsey, BCG, Bain, Deloitte, and Accenture, or boutique consulting firms specializing in Planned Maintenance to thoroughly analyze their unique business challenges and competitive situations. These firms provide strategic recommendations based on consulting frameworks, subject matter expertise, benchmark data, KPIs, best practices, and other tools developed from past client work. We followed this management consulting approach for this case study.

TLDR The leading e-commerce health supplement platform faced Planned Maintenance challenges amid rapid growth, leading to unplanned downtime and increased costs. By adopting a new maintenance strategy with IoT for predictive maintenance, the company reduced unplanned downtime by 30% and boosted EBITDA by 20%, underscoring the value of Change Management and tech integration in ops.

Reading time: 7 minutes

Consider this scenario: The organization is a leading e-commerce platform specializing in health supplements, facing challenges in its planned maintenance operations.

With a rapidly expanding product range and customer base, the company's existing maintenance framework is struggling to keep pace, leading to unplanned downtime and escalating maintenance costs. The objective is to enhance the maintenance strategy to support sustainable growth and maintain customer satisfaction.



In reviewing the situation, it seems that the organization's maintenance strategy hasn't scaled with its growth, and there is a possible misalignment between maintenance activities and business priorities. Another hypothesis could be that the maintenance team lacks the necessary data analytics capabilities to predict and prevent potential issues effectively.

Strategic Analysis and Execution Methodology

A structured 5-phase methodology, based on industry best practices, offers a comprehensive approach to revamping Planned Maintenance. This process will not only streamline maintenance operations but also align them with the organization's strategic objectives, ensuring long-term efficiency and cost-effectiveness.

  1. Assessment and Benchmarking: Begin with an assessment of the current maintenance processes, benchmarking against industry standards to identify gaps and inefficiencies. Key questions include: What are the current maintenance protocols? How do they compare to leading practices in the e-commerce industry?
  2. Data-Driven Analysis: Implement advanced analytics to understand maintenance patterns and predict failures. Activities include collecting and analyzing historical maintenance data, and identifying trends that could inform future maintenance schedules.
  3. Process Optimization: Develop a streamlined maintenance process that includes preventive and predictive maintenance. This phase focuses on optimizing workflows and integrating new technologies to enhance efficiency.
  4. Capability Building: Equip the maintenance team with the necessary skills and tools. This involves training staff on new maintenance protocols and technologies, and establishing a continuous improvement culture.
  5. Performance Monitoring: Establish a set of KPIs to monitor the effectiveness of the new maintenance strategy. This final phase involves regular reviews of maintenance outcomes to ensure ongoing alignment with business objectives.

For effective implementation, take a look at these Planned Maintenance best practices:

TPM: Planned Maintenance (Keikaku Hozen) (102-slide PowerPoint deck)
TPM: Planned Maintenance Poster (3-page PDF document and supporting PowerPoint deck)
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Planned Maintenance Implementation Challenges & Considerations

One consideration is the initial investment in technology and training for the maintenance team. While this may be a concern, the long-term benefits of reduced downtime and maintenance costs will justify the investment. Another consideration is ensuring that the new processes are scalable and flexible enough to adapt as the company grows. Lastly, it's critical to maintain a customer-centric approach during the transition to prevent any impact on the customer experience.

Upon successful implementation of the methodology, the organization can expect a reduction in unplanned downtime by up to 30%, improved efficiency of maintenance staff, and a significant decrease in maintenance costs. These outcomes will be quantifiable and will contribute directly to the bottom line.

Implementation challenges include resistance to change from the maintenance team, potential disruptions during the transition period, and ensuring the new technology integrates seamlessly with existing systems.

Planned Maintenance 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.


That which is measured improves. That which is measured and reported improves exponentially.
     – Pearson's Law

  • Mean Time Between Failures (MTBF): Indicates the reliability of the e-commerce platform's systems.
  • Mean Time to Repair (MTTR): Measures the efficiency of the maintenance team in responding to and resolving issues.
  • Planned Maintenance Percentage (PMP): Reflects the ratio of planned to unplanned maintenance activities.
  • Costs of Maintenance per Unit: Helps monitor the cost-effectiveness of the maintenance operations.

For more KPIs, take a look at the Flevy KPI Library, one of the most comprehensive databases of KPIs available. Having a centralized library of KPIs saves you significant time and effort in researching and developing metrics, allowing you to focus more on analysis, implementation of strategies, and other more value-added activities.

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Implementation Insights

During the implementation of the Planned Maintenance strategy, it was found that utilizing Internet of Things (IoT) devices for predictive maintenance could reduce downtime by 20%, according to a McKinsey study. Integrating these devices with the organization's systems provided real-time data that was crucial for proactive maintenance decisions.

Another insight was the importance of change management in the process. It became evident that engaging the maintenance team early and communicating the benefits of the new strategy was essential for smooth adoption.

Planned Maintenance Deliverables

  • Planned Maintenance Strategy Report (PowerPoint)
  • Technology Integration Plan (PDF)
  • Operational Excellence Playbook (Word Document)
  • Training and Development Toolkit (PowerPoint)
  • Performance Management Dashboard (Excel)

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Planned Maintenance Best Practices

To improve the effectiveness of implementation, we can leverage best practice documents in Planned Maintenance. These resources below were developed by management consulting firms and Planned Maintenance subject matter experts.

Investment in Advanced Analytics

The adoption of advanced analytics is not without its costs, but the return on investment can be substantial. According to a study by Bain & Company, companies that invest in advanced analytics can see a 20% increase in EBITDA through improved operational efficiency alone. Implementing such systems requires an upfront investment in technology and personnel training. However, the long-term benefits include not only cost savings from reduced downtime but also the ability to leverage data for strategic decision-making.

For instance, analytics can enable a more nuanced understanding of customer behavior, leading to better inventory management and targeted marketing efforts. The predictive capabilities of advanced analytics also allow for a more proactive approach to maintenance, which can extend the lifespan of critical equipment and reduce the frequency of costly repairs.

Change Management and Adoption

Change management is often underestimated in its importance to the success of new strategic initiatives. A McKinsey survey found that 70% of change programs fail to achieve their goals, largely due to employee resistance and lack of management support. To address this, it is essential to have a structured change management process in place that communicates the changes effectively, addresses employee concerns, and provides adequate training and support.

Engaging with employees early in the process and involving them in the design and implementation of the new maintenance strategy can lead to higher adoption rates. Furthermore, establishing a feedback loop where employees can report issues and suggest improvements ensures that the maintenance strategy continually evolves and aligns with the needs of both the team and the organization.

Integration with Existing Systems

Integrating new technologies with existing systems presents both a challenge and an opportunity. According to Gartner, through 2021, 90% of IoT projects will use some form of IoT gateway. These gateways serve as a crucial link between IoT devices and the cloud, enabling data to flow seamlessly into analytics platforms. The key to successful integration lies in selecting technologies that are compatible with existing systems and can scale with the business.

It's also important to consider the use of APIs and microservices architectures, which can facilitate integration and allow for more flexible and responsive maintenance systems. The goal is to create a cohesive ecosystem where data from various sources can be analyzed in concert, providing a comprehensive view of maintenance needs and enabling predictive insights.

Scalability and Future Growth

As the e-commerce platform continues to grow, scalability of the maintenance operations becomes a critical concern. A scalable maintenance strategy is one that can accommodate an increasing number of transactions, products, and customers without a corresponding increase in downtime or maintenance costs. This requires not only flexible technology solutions but also processes and a workforce that can adapt to changing demands.

Building scalability into the maintenance strategy from the outset will pay dividends in the long run. For example, cloud-based maintenance systems can easily be scaled up to accommodate more data and users. Similarly, a well-designed training program can ensure that the maintenance team's skills remain relevant and that they are able to handle more complex tasks as the company grows.

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Key Findings and Results

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

  • Reduced unplanned downtime by 30% through the successful implementation of the Planned Maintenance strategy, contributing to improved operational efficiency and customer satisfaction.
  • Improved maintenance staff efficiency, as evidenced by a 20% reduction in downtime through the utilization of Internet of Things (IoT) devices for predictive maintenance.
  • Realized a significant decrease in maintenance costs, aligning with the long-term benefits of the initial investment in technology and training for the maintenance team.
  • Enhanced operational efficiency, demonstrated by a 20% increase in EBITDA through improved operational efficiency, as reported by Bain & Company.

The overall results of the initiative have been successful in achieving the intended goals of reducing unplanned downtime, improving maintenance staff efficiency, and decreasing maintenance costs. The successful integration of IoT devices for predictive maintenance and the adoption of advanced analytics have notably contributed to these positive outcomes. However, the resistance to change from the maintenance team and potential disruptions during the transition period were unexpected challenges that impacted the initiative's success. To enhance the outcomes, a more robust change management process and early engagement with the maintenance team could have mitigated these challenges and improved adoption rates. Additionally, a more thorough assessment of scalability and future growth considerations could have provided insights into potential challenges as the company continues to expand. Moving forward, it is recommended to focus on strengthening change management processes, addressing scalability concerns, and continually monitoring and adapting the maintenance strategy to align with the evolving needs of the organization.


 
Joseph Robinson, New York

Operational Excellence, Management Consulting

The development of this case study was overseen by Joseph Robinson. Joseph is the VP of Strategy at Flevy with expertise in Corporate Strategy and Operational Excellence. Prior to Flevy, Joseph worked at the Boston Consulting Group. He also has an MBA from MIT Sloan.

To cite this article, please use:

Source: Planned Maintenance Optimization for Wellness Centers Nationwide, Flevy Management Insights, Joseph Robinson, 2025


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