The UK government has unveiled an ambitious plan to harness artificial intelligence (AI) as a catalyst for national renewal, aiming to revolutionise public services and boost economic growth. However, a critical component of the success of this initiative will be the emphasis placed on data quality and hygiene, which serve as the foundation for effective AI implementation. The Importance of Data Quality and Hygiene in AI High-quality, well-maintained data is essential for training AI models to ensure accurate, reliable, and unbiased outcomes. Data hygiene, which involves the ongoing process of cleaning, verifying, and maintaining data integrity, is equally vital. As Edwina Dunn recently highlighted in an article for Decision Marketing, many organisations fail at AI due to "shoddy data", a [...]