Allowed help
AI should make work faster without owning the system of record.
Explain variance
Draft reminders
Suggest matches
Summarize documents
Map imports
Extract bill details
The AI layer should explain and draft, but it should not post, file, close, reverse, or expose secrets.
AI should make work faster without owning the system of record.
Material actions stay deterministic and human-approved.
Answers should show context and sources.