Sampling world
- A 5–10% manual sample, chosen by whoever had time
- Flags nobody double-checks before they reach a supervisor
- English-first tools that lose code-switched conversations
- Another dashboard to log into and interpret
- Spreadsheet notes assembled the week a review is announced
- An integration sprint, agent logins, change management





