Data-centric AI is an emerging approach that places data at the forefront of AI development. Rather than focusing only on developing sophisticated models or endlessly refining such models, data-centric AI emphasises the importance of quality data in training the models effectively. This approach can be particularly useful in the field of unstructured document processing, where ensuring the quality of training data could be a huge challenge.