Auto-classify outputs into risk tiers (e.g., low, medium, high) for moderation and triage workflows.
Assigns a risk tier to output so that review effort can be allocated proportionally rather than uniformly. The routing layer that makes human review economically viable at volume.
High-volume generation where reviewing everything is impossible and reviewing nothing is unacceptable.
Low volumes, where reviewing everything is cheaper than building and calibrating a triage system.
The tier boundaries are a control decision and must be documented and approved, not tuned informally by whoever manages the queue.
Tier boundaries drifting toward whatever keeps the review queue manageable, so risk classification silently becomes capacity management.
Machine-drafted journal entries tiered by value and account risk, where high tier requires two approvals and low tier one — with the thresholds versioned as a control change.
The source material did not expand this solution into components, and the row says so in its own notes. Expanding it here would be authorship, not research.
Two different absences share this shape. Foundational solutions get built whatever the domain, so no domain links them; the rest are solutions this domain genuinely does not reach for. v_ai_solutions_unlinked separates the two.