How can a buyer inspect the quality of a generated intake environment?

Quality in an intake environment shows up in four places: the data, the rules, the grading, and the grounding.

**Data consistency.** Check that every document points to an existing case, every case has an owner or a queue, dates run forward, and status values match the declared transition table. These checks can be scripted and run on a sample before any agent is involved.

**Rule fidelity.** Read a handful of policy rules and trace them through to cases. Does a case that should fail the completeness rule actually fail it? Do exceptions behave as written? Look for rules that no case exercises, and cases that no rule explains.

**Grading quality.** Run a simple baseline, such as an agent that always routes immediately, and confirm that the grader marks it as failing on the cases with gaps. A grader that passes careless behaviour is a defect in the pack.

**Grounding and disclosure.** The material is generated, so ask how the exceptions and handovers were informed by observed practice, and review samples for text or identifiers that might resemble a real person or business. Generation does not remove this review step.

Write down the questions in advance, and use the same set across candidate releases so differences are visible.