See and shape AI spend per ticket type and feature

Administrators want to know which ticket types and AI features use the budget, and what switching one off would save.

Show spend per ticket type, estimate the saving from excluding a type or client, and allow per-feature budgets for costly steps such as research.

Today: AI Usage Analytics shows cost by model, function and ticket with a month-end projection; the AI Consumption Limit warns at 80% and pauses at the limit; ticket types and clients can be excluded.