Appeals and human review

The product contains appeal drafting and proof-aware appeal assembly.

AI drafting is not a direct payer submission primitive. Generated material is prepared for review, and approval/state transitions are governed by application controls.

Current controls

• evidence-aware context
• scoped AI capability control
• minimum-necessary context
• persistent authorization decision
• output validation
• human-review requirement
• append-only operational/audit records.

External submission is not inferred from creation of a draft.