In short, very safe. Open Banking providers access customer data through technology called application programming interfaces (APIs). They're a proven technology used in the broader digital economy, designed to provide a secure connection between Third Party Providers (TPPs) and customers' accounts.
Most mobile banking apps will only be accessible via biometrics such as fingerprint and FaceID.