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| Doczy: 05 Mar 2024 |
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Home Big Data Challenges for in data management July , Data management is a very important component for the success of organizations. Without information there is no data, and without it you cannot make safe decisions that improve the business and the relationship with customers. However, its implementation is not an easy task. and technology managers face various obstacles when adapting to the new world of data management. These are some of the challenges that technology managers must take into account: Cultural change : the implementation of a BI strategy requires a cultural change within the organization. It is necessary to promote a culture of evidence-based decision making. This often requires changes in technology or new methodologies in company departments.
Establish clear business objectives aligned with the company's strategies. Understanding what specific problems data analysis is intended to solve and how it will co America Cell Phone Number List ntribute to the organization's overall objectives is essential. Inside selling can also be a challenge in a BI strategy. It is important to have the support of the different departments and employees of the organization. The CIO of Chafiras indicated in our webinar “one of the biggest challenges was organizing the data, since you had the same sales indicator but each department gave different results, they were data with different measurements” . Procedures are another challenge to manage, protect and use data in an organization ; collecting, cleaning and unifying internal data can be a complex process and requires special attention to ensure data quality and consistency.
Both governance and data quality require the active participation of the different departments and employees of the organization. It is necessary to establish clear roles and responsibilities, promote awareness of the importance of data and foster a culture of improved quality in data management. The implementation of appropriate technologies is a challenge; it can facilitate the monitoring of governance processes and data quality, but its incorporation is often not easy. The implementation of technologies such as machine learning is becoming a priority for companies, as it allows them to explore new opportunities and approaches. By properly managing data, you can gain valuable insights that improve customer relationships. That is why, at Luce, seeing the needs of clients, we have developed the data platform. |
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