Pilot Invitation

Good pilots use small realistic workspaces and focus on diagnostics, review queues, provider evidence boundaries, export previews, and remaining manual judgement.

Out-of-scope pilot claims include production institutional readiness, final examiner-grade verification, legal compliance, and externally comparable benchmark performance.