Companies can improve the quality and accuracy of AI models through various measures. These include selecting appropriate training data, monitoring and continuously training the models, and integrating human feedback. Regularly reviewing the results and optimizing the algorithms and parameters used can also contribute to improvement. Finally, it is important to work closely with experts and always stay on top of the latest technology.