What is the effect of LLMs on data quality?

GenAI, particularly large language models, offers new avenues for data professionals to tackle data quality challenges. Engaging with an LLM can simplify the process of identifying and resolving these issues for business users, while facilitating technical experts in developing and executing data quality checks.

However, like any technological advancement, data quality problems cannot be entirely eliminated. While traditional data quality challenges may become easier to address, new obstacles will arise due to the inherent limitations of LLMs. Data quality practitioners must adapt to manage these emerging constraints effectively.

Source: https://www.gartner.com/en/data-analytics/topics/data-quality