Problem
open estimates
Phase 172 ยท Authority, benchmarks, and playbooks layer
Estimate Follow-Up Playbook
Estimate Follow-Up Playbook for service businesses implementing AI operations safely.
Manual process
Staff remembers, checks inboxes, calls back manually, and updates spreadsheets later.
AI-assisted process
reminder, owner alert, next action
Implementation checklist
Define trigger, owner, data needed, escalation, dashboard field, and monthly metric.
Metrics to track
open estimates, close rate, time to follow-up
Common mistakes
sending generic reminders with no context
Recommended first version
Start simple: capture, route, alert, follow up, and report before adding complex AI behavior.