Define the deliverable before scoring it
Suppose an assistant prepares a procurement brief from a request and several supporting documents. A complete result needs more than fluent prose: the requirements must be identifiable, sources inspectable and unanswered questions visible. A reviewer also needs to know what action the brief is intended to support. This editorial evaluation concept begins by writing those conditions down, so the team can judge the work against the actual task rather than an abstract impression of intelligence.
Build examples around meaningful differences
A useful demonstration set includes an ordinary request, one with missing material, one with conflicting details and one whose scope is unclear. Each tests a different part of the workflow. The expected behaviour may be a completed draft, a targeted information request or a returned task. Keeping these differences explicit helps the team see where the system is dependable and where it still needs a clearer rule, better source handling or a different review step.
Separate quality from the effort of checking
A draft can be factually supported yet expensive to review because its sources are scattered or its structure is hard to follow. Evaluation should therefore consider the reviewer’s experience as well as the output itself. Can the person find the record behind a statement? Can they identify what changed after a revision? Do they need to reconstruct the original request? These observations reveal practical improvements that an overall quality score might leave unexplained.
Let the result change the next iteration
The evaluation record should connect each finding to a specific change: narrow the task, improve the reference view, clarify an exception or revise the completion criteria. A subsequent demonstration can focus on whether that change resolved the observed problem. This keeps evaluation tied to development decisions and avoids repeatedly testing the same attractive example. The intended outcome is a more useful workflow with a clearer operating boundary, not a claim of measured customer performance.
Editorial draft prepared for the BGX concept preview. This is not a regulatory announcement or evidence of a deployed client project.
