What risks come if both my data movement tool and agent execution layer handle data transfers?

Overlapping data transfer duties between your data movement tool and agent execution layer introduce avoidable operational frictions and inconsistent agent states. Redundant work accumulates when both layers handle transfers, as the execution layer owns durable data movement tracking while ELT tools manage scheduled batch transfers, so duplicating core data pipeline logic creates unneeded operational overhead. Public documentation does not list cross-tool conflict resolution steps; confirm with your vendors.