Sends residents automatic updates at each ticket milestone and escalates a case the moment it stalls, so residents stop calling to ask for status and stuck tickets surface on their own.
The Problem
Residents call to ask. Stuck tickets sit unnoticed.
Residents call asking "any update?" Stalled tickets get noticed too late.
What Changes
Residents hear first. Stalls escalate on their own.
Watches ticket milestones and sends updates automatically - "scheduled for Thursday," "tech is on the way," "completed." Escalates stalled cases before the resident has to ask.
Humans stay in control: Your team resolves the tickets. The agent keeps residents informed and surfaces what’s stuck. It removes the status calls, not the work.
HOW THE AGENT WORKS
TRIGGERLLMAPIDECISIONACTIONWAIT
TRIGGERTicket ChangesStatus or milestone update on a ticket
→
LLMRead The ChangeWork out what milestone was hit
→
DECISIONResident-Facing?
→
ACTIONSend UpdateNotify the resident in plain language
WAITWatch For Stall
→
DECISIONStalled?
→
ACTIONEscalateFlag the stuck ticket to the owner
The agent doesn't resolve tickets. Your team does. The agent keeps residents informed and surfaces what's stuck.
HOW TO BUILD IT
Three levels of depth. Pick the one that matches where you are.
For the ops person who needs to understand what's involved and brief their team.
Your TicketsWork order status
→
The AgentWorkflow engine + LLM
→
Your ResidentsTimely updates
WHAT YOUR TEAM PROVIDES ONCE
Milestone map - which status changes a resident should hear about
Message templates - the approved wording per milestone
Stall rules - how long in a status before a ticket counts as stuck
Escalation path - who owns a stalled ticket at each stage
Channel preferences - how each resident wants to be reached
What happens day-to-day: A work order moves from received to scheduled to done. The agent tells the resident at each step, in plain language, so they never call to ask. And when a ticket sits too long in one status, it escalates on its own before the resident has to chase.
For the IT person or technical lead who needs to scope the integration.
INQUIRY SOURCES
PMS status events
CMMS
Dispatch tool
WORKFLOW ENGINE (N8N)
Trigger - status change
LLM - Read the change
Branch - resident-facing?
Send update
Watch - for stall
Branch - stalled?
Escalate
CONNECTS TO
PMS / CMMS (Yardi / Property Meld)Read: ticket status events
Map the status change to a milestone and draft a resident-friendly message from the template.
Output: { milestone, resident_facing, message }
You turn a ticket status change into a resident update.
Given the change and the MILESTONE MAP + TEMPLATES, return:
- milestone: the milestone name, or "none"
- resident_facing: true only if the milestone map says residents hear about it
- message: the resident-friendly message from the template, filled in (plain language, no jargon)
Respond ONLY with valid JSON.
MILESTONE MAP: {milestone_map}
TEMPLATES: {templates}
CHANGE: {change_json}
{
"milestone": "visit_scheduled",
"resident_facing": true,
"message": "Good news - your maintenance visit is scheduled for Thursday between 9 and 11am. Reply here if that time doesn't work."
}
DECISIONNode 3
Condition - Resident-Facing?
IF resident_facing → send the update. ELSE → skip silently (internal status).
Output: Branch: SEND or SKIP
ACTIONNode 4
Send Update
Send the message on the resident’s preferred channel and log it on the ticket.
Output: Resident updated; touch logged.
WAITNode 5
Wait & Check - Watch For Stall
Track time-in-status. If a ticket sits past the stall threshold for its stage, mark it stalled.
Output: Stalled tickets identified.
DECISIONNode 6
Condition - Stalled?
IF time-in-status exceeds the stall rule and the ticket is open → escalate to the stage owner.
Output: Branch: MOVING (continue) or STALLED (escalate)
ACTIONNode 7
Escalate
Notify the owner for that stage with the ticket, its age, and the last status, so it gets unstuck before the resident calls.
Output: Stalled ticket surfaced to its owner with context.
MVP vs Advanced — Where To Start
MVP — START HERE
Status-poll trigger
Milestone map (core stages)
Email updates
Fixed stall threshold
Escalate by email
Updates logged to a sheet
ADVANCED — ADD LATER
Full Video Walkthrough Coming Soon
From a silent ticket to proactive updates - step by step.
Answers questions, opens requests, routes to the right team
Frequently asked questions
Proactive Status Update and Escalation is an AI agent that sends milestone updates automatically, and escalates stalled cases.
Residents call to ask. Stuck tickets sit unnoticed. The Proactive Status Update and Escalation addresses this — it sends milestone updates automatically, and escalates stalled cases.
No — your team stays in control. Your team resolves the tickets. The agent keeps residents informed and surfaces what’s stuck. It removes the status calls, not the work.