Data governance never takes a vacation

Effective data management is a high priority necessity for any business. The type of vigilance needed for data management include continuous monitoring, strict access control and security protocols and unwavering data quality itself. Pragyansmita Nayak, chief data scientist for Hitachi Vantara Federal, shares an article on Federal News Network highlighting four key ways that agencies can enhance their data governance practices.

Strategic data collection and continuous monitoring. “Federal agencies should clearly define their data objectives to ensure purpose-driven gathering, while preventing the challenges of aimless accumulation. They should prioritize the development of comprehensive data strategies that define collection goals, establish priorities, and implement efficient data management systems. This ensures that only relevant and high-quality data is collected and processed. Implementing continuous monitoring is crucial in this context, acting as a vigilant supervisor that promptly identifies and addresses any anomalies or inefficiencies in data management.”

Prioritize data quality for effective governance. “Federal agencies must prioritize data quality as a core element of their data management strategies. Assigning data stewards to oversee specific datasets further strengthens data integrity. High standards for data accuracy and reliability, along with enforcement measures, are essential. This commitment to excellence in data management ensures that governance remains a top priority.”

Promoting a culture of vigilance. “It’s critical for agency leadership to set a clear tone, emphasizing the importance of data security and integrity throughout every level of the agency. Fostering a continuous improvement mindset cultivates a proactive approach to data governance.”

Safeguarding data for effective management. “The importance of effective data management transcends seasonal boundaries. As we embrace the digital future, let our commitment to data stewardship be as enduring as the changing seasons, ensuring a secure and prosperous tomorrow for all.”

 

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