4. More technical details on file synchronization

Yes. The reference flow is as follows:

1. A synchronization service is installed on a designated client machine or company server.
2. The selected folders are synchronized to the server side.
3. The backend server mounts these synchronized paths into the user's VM.
4. CODEXIS AI works with them as with a standard directory within its sandbox.
5. Created or modified files are returned via the same synchronization path back to the client environment.

This model is suitable wherever the client requires ongoing work with company documentation, shared folders, or batch inputs without manual handling of attachments. At the same time, it separates the AI runtime environment from the client's production environment and simplifies the auditability of the data flow.