While automated validation offers numerous benefits, it also presents challenges such as:
Complexity: Developing robust validation rules that can accurately differentiate between true errors and natural data variability. Cost: Initial setup and maintenance of automated systems can be resource-intensive. Adaptability: Ensuring that validation algorithms can adapt to new types of data or changes in data collection methods.
