The role has become essential as discovery moved to electronic formats, since attorneys generally lack the technical knowledge to configure review platforms, validate productions, or troubleshoot load file errors. A firm without this capability depends entirely on vendors, which costs more and removes internal quality control. Production validation before service is the function that prevents the most expensive errors.