One very common risk is simply giving another company your clients data. Your company may have confidentiality contracts with its corporate clients that prevent

One very common risk is simply giving another company your clients data. Your company may have confidentiality contracts with its corporate clients that prevent this. Alternatively, consider for example the situation where you are trying to integrate AI into a customer service process. Your customers may have some legally protected expectation of how their personal data is processed by your company.