PD CEN/CLC/TR 18115:2024 - Data Governance and Quality for AI within the European Context

Standard Number: PD CEN/CLC/TR 18115:2024

Pages: 68

Release Date: November 15, 2024

ISBN: 978 0 539 32048 0

Status: Standard

Overview

In the rapidly evolving landscape of artificial intelligence (AI), the importance of data governance and quality cannot be overstated. The PD CEN/CLC/TR 18115:2024 standard provides a comprehensive framework for understanding and implementing effective data governance and quality measures specifically tailored for AI applications within the European context. This standard is an essential resource for organizations aiming to harness the power of AI while ensuring compliance with European regulations and maintaining high data quality standards.

Why Data Governance and Quality Matter for AI

Data is the lifeblood of AI systems. The quality and governance of this data directly impact the performance, reliability, and ethical implications of AI technologies. Poor data quality can lead to inaccurate models, biased outcomes, and ultimately, a loss of trust in AI systems. Effective data governance ensures that data is managed responsibly, securely, and in compliance with legal and ethical standards.

Key Features of the Standard

• Comprehensive Framework: The standard offers a detailed framework for data governance and quality, addressing the unique challenges posed by AI technologies.
• European Context: Tailored specifically for the European regulatory environment, ensuring compliance with GDPR and other relevant legislation.
• Best Practices: Includes best practices for data management, quality assurance, and governance to enhance AI system performance.
• Ethical Considerations: Addresses ethical issues related to data use in AI, promoting transparency and accountability.

Who Should Use This Standard?

This standard is invaluable for a wide range of stakeholders involved in AI development and deployment, including:

• Data Scientists and Engineers: To ensure the data used in AI models is of high quality and managed effectively.
• Compliance Officers: To align AI data practices with European regulations and standards.
• Business Leaders: To understand the strategic importance of data governance in AI initiatives.
• Policy Makers: To develop informed policies that support ethical and effective AI deployment.

Benefits of Implementing the Standard

Adopting the PD CEN/CLC/TR 18115:2024 standard offers numerous benefits, including:

• Enhanced Data Quality: Ensures that data used in AI systems is accurate, complete, and reliable.
• Regulatory Compliance: Helps organizations meet European data protection and privacy requirements.
• Risk Mitigation: Reduces the risk of data breaches and ethical violations in AI applications.
• Improved AI Performance: High-quality data leads to more accurate and effective AI models.

Conclusion

The PD CEN/CLC/TR 18115:2024 standard is a critical tool for any organization looking to leverage AI technologies responsibly and effectively within the European context. By providing a robust framework for data governance and quality, this standard helps ensure that AI systems are not only powerful and innovative but also ethical and compliant with regional regulations. Embrace this standard to enhance your AI initiatives and build trust with stakeholders through superior data management practices.

PD CEN/CLC/TR 18115:2024

This standard PD CEN/CLC/TR 18115:2024 Data governance and quality for AI within the European context is classified in these ICS categories:

• 35.240.01 Application of information technology in general