clear and well-defined protocols for logging activity and for implementing mechanisms to support end-to-end auditability
protocolau clir ac wedi'i diffinio er mwyn gallu cofnodi gweithgaredd ac ar gyfer gweithredu mecanweithiau i gefnogi proses archwilio o ddechrau i ddiwedd prosiect AI