Delta Lake’s OCC mechanism detects conflicts by comparing the versions of the data that each transaction is attempting to modify. If a conflict is detected, typically during the commit phase, Delta Lake will roll back the conflicting transaction and allow it to be retried. This approach ensures that data integrity is maintained while allowing for high concurrency in write operations.