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From customer insights to operational efficiencies, data has the power to revolutionize your business. But with all the possibilities data has to offer, it can be hard to know where to begin when committing to this new approach. Here are some best practices to keep in mind during your data transformation journey.

Many companies don’t know what data they're capturing or where it is stored. To successfully embark on a data transformation, you need to first understand what data you have. Start by organizing and consolidating your information. Determine where it's coming from and how it's currently being utilized. This will give you a solid foundation to work from and help you identify any gaps in your data strategy.


To make this project less overwhelming, consider gathering data in phases. Start by collecting data department by department, allowing you to focus on specific areas while still making progress across the organization. Additionally, enlist executive sponsors who can help lead the effort and provide support and guidance along the way.

  • Data privacy and security should be a top priority for any organization. As you embark on your data transformation journey, it's crucial to ensure that your data is protected. This means implementing robust security measures and adhering to compliance regulations.
    If you're unsure of what government regulations apply to your industry, seek legal counsel. A data breach can have severe consequences, both financially and reputationally. By prioritizing data privacy and security, you can mitigate the risks and build trust with your customers and stakeholders.
  • Data governance is essential for maintaining the quality and accuracy of your data. Without a solid plan in place, your data strategy may falter. Develop a data governance framework that outlines the roles, responsibilities, and processes for managing and maintaining your data.
    Regularly assess the quality of your data to ensure it is accurate and up to date. Establish data standards and policies to enforce consistency and integrity. This will enable you to make informed business decisions based on reliable insights.
  • The data landscape can be overwhelming, with a vast amount of information available. To stay focused and avoid data overload, it's essential to define your goals and establish key performance indicators (KPIs). These KPIs will guide your data-collection decisions and help you measure progress. Identify three to five metrics that are critical to your business success. These could include production volume, downtime, inventory costs, or production capacity. By focusing on a select number of KPIs, you can prioritize your data collection efforts and gain actionable insights.
  • Change management is a crucial aspect of any transformative effort, including data transformation. Your team is instrumental in the success of your data strategy, so it's important to address their concerns early and often. Communicate the benefits of the data transformation and show how it will empower them in their roles.
    Form a team of champions who are enthusiastic about the new approach. These individuals can help drive adoption and act as advocates for the data-first strategy. Managing culture change successfully is a key part of becoming a data-first company.
  • The way supply chains operate has changed dramatically, and companies need to adapt to stay competitive. By embracing Data as a Service (DaaS), you can quickly gain a deep understanding of your business and make informed decisions on where to invest time and resources. DaaS provides access to vast amounts of data that can be leveraged to drive operational efficiencies, improve customer experiences, and identify new opportunities. With the right data at your fingertips, you can stay agile and resilient in any climate.


Embarking on a data transformation journey can be both exciting and challenging. By following these best practices, you can lay a solid foundation for success. Remember to get a handle on your data, protect it, establish data governance, stick to your strategy, make it a people-first strategy, and embrace Data as a Service. With these steps, you'll be well on your way to unlocking the full potential of data and fueling your business growth.

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