Which business constraints make a complaint simulation useful?

Use this checklist to decide whether the proposed simulation gives an agent meaningful operational choices within a complaint process.

- Define which roles can authorise remedies. - Separate readable records from editable records. - Make evidence requests consume simulated time. - Represent dependencies on teams outside the agent's control. - Limit queue capacity where prioritisation matters. - Preserve unresolved obligations after customer contact.

These constraints determine what the agent must reason about. If every role can grant every remedy, escalation becomes an optional writing exercise. If all evidence appears immediately, investigation loses the need to manage uncertainty. If contacting a customer clears every obligation, the environment rewards premature completion.

The checklist should inform the task boundary, not become a demand for maximum complexity. An initial environment can concentrate on a small set of consequential actions while keeping peripheral systems fixed. What matters is that the chosen constraints affect reachable outcomes.

MirrorFirm could generate policies and state that support these choices. A builder can then explain precisely which business judgement an episode exercises and which responsibilities remain outside the simulation.