Savings
Show the operational case, not just the price.
The dashboard direction frames savings as lower API exposure, lower waiting time and clearer review queues.
API exposure
local
No cloud AI calls during processing in the documented no-cloud posture.
Review work
queued
Outputs are drafts for human approval.
Risk
visible
Health, model and memory state are visible instead of guessed.