Prompt
How do I set up an intake and triage system for resident service requests with configurable forms and routing rules?
Latest observation
Here’s a practical way to set up an intake and triage system for resident service requests with configurable forms and routing rules.
1) Define the workflow first
A simple request lifecycle works best:
- Resident submits request
- System validates and categorizes
- Triage rules assign priority and destination
- Work order / case is created
- Team is notified
- Status updates and resident communication
- Resolution and closure
- Reporting and feedback
2) Design configurable intake forms
Create a form builder that lets admins configure request types without code.
Core form capabilities
- Field types: text, dropdown, radio, checkbox, date, file upload, photo upload, address/unit selector
- Conditional logic: show/hide fields based on answers
- Required fields by request type
- Default values
- Validation rules
- Language support
- Mobile-friendly UI
Example request types
- Maintenance
- Noise complaint
- Lease question
- Amenity issue
- Package problem
- Emergency / urgent issue
Common fields
- Resident name
- Building / unit
- Contact info
- Request category
- Description
- Preferred contact method
- Photos / attachments
- Permission to enter unit
- Urgency indicator
3) Separate form configuration from routing configuration
Don’t hard-code routing into the form.
Form config should define:
- What fields appear
- Which fields are required
- Conditional sections
- Which request type the form belongs to
Routing config should define:
- How requests are classified
- Priority rules
- Assignment rules
- Escalation rules
- SLA timers
- Notification templates
This separation makes the system easier to manage.
4) Build a triage engine
Use a rules engine or configurable decision tree to determine priority and assignment.
Typical routing inputs
- Request category
- Subcategory
- Building/property
- Unit
- Severity
- Safety risk
- Business hours vs after hours
- Resident VIP or vulnerable resident flags
- Repeat issue / open ticket history
- Amenities or vendor ownership
Example routing rules
- If category = water leak and severity = active leak, set priority = urgent, route to maintenance on-call
- If category = noise complaint, route to community management
- If category = HVAC issue and property = Building A, route to HVAC vendor
- If category = after-hours emergency, notify security + on-call manager
Rule structure
Use conditions like:
IF field X = value A AND field Y > threshold THEN action- Actions can include:
- assign team
- set priority
- send notification
- create escalation
- tag request
- set SLA
5) Create a triage queue for human review
Not every request should be auto-routed.
Good use cases for manual triage
- Ambiguous requests
- Missing required information
- Safety-related issues needing confirmation
- Requests that match multiple teams
- High-value residents or sensitive cases
Triage queue features
- Sort by priority, age, property, category
- Show rule-match explanation
- Allow manual reassignment
- Add internal notes
- Request more info from resident
6) Add SLA and escalation logic
Each request type should have a response and resolution target.
Example SLA rules
- Emergency: acknowledge in 15 minutes, work started in 1 hour
- Urgent maintenance: acknowledge in 30 minutes, resolve in 24 hours
- Standard maintenance: acknowledge same day, resolve in 3 days
- Non-urgent admin request: acknowledge in 1 business day
Escalation triggers
- No assignment after X minutes
- No first response after X minutes/hours
- Ticket overdue by SLA
- Resident reopens request
- Safety keywords detected
7) Enable notifications and communication
Residents and staff should get automated updates.
Resident notifications
- Submission confirmation
- Request assigned
- Technician en route
- More information needed
- Request resolved
- Satisfaction survey
Internal notifications
- New urgent ticket in queue
- Overdue SLA
- Reassignment needed
- Vendor notification
- Manager escalation
Use email, SMS, in-app alerts, or push notifications depending on urgency.
8) Set up role-based permissions
Different users should have different capabilities.
Roles
- Resident
- Front desk / concierge
- Triage agent
- Property manager
- Maintenance tech
- Vendor
- Admin
Permission examples
- Residents can create and view their own requests
- Triage agents can reassign and update priority
- Vendors can only see assigned jobs
- Admins can edit forms and routing rules
9) Implement a rule management UI
Give administrators a no-code interface to manage routing.
Useful admin features
- Drag-and-drop rule builder
- Priority ordering of rules
- Test/rule preview mode
- Rule version history
- Enable/disable rules
- Audit log of changes
Example rule builder fields
- Condition: category equals “plumbing”
- Condition: property in [A, B, C]
- Action: assign to “Plumbing Team”
- Action: set priority to “high”
10) Store requests in a structured data model
A simple data model helps reporting and automation.
Core objects
- Resident
- Property / building / unit
- Request
- Form template
- Form submission
- Routing rule
- Assignment
- Comment / note
- Attachment
- Status history
- SLA policy
11) Add analytics and reporting
Track whether the system is working.
Metrics to monitor
- Requests by type and building
- Average time to first response
- SLA compliance rate
- Reopen rate
- Volume by day/time
- Top issue categories
- Manual triage percentage
- Vendor response times
This helps refine forms and routing rules over time.
12) A practical implementation pattern
If you’re building this in software, the architecture often looks like:
- Frontend form builder
- Submission API
- Validation service
- Rules engine
- Triage queue service
- Notification service
- Ticketing/work order service
- Reporting dashboard
Suggested flow
- Resident submits dynamic form
- Backend validates required fields
- Rules engine evaluates request
- System auto-routes or sends to triage queue
- Ticket gets created and assigned
- Notifications are sent
- SLA tracking starts
- All actions are logged
13) Example configuration
Form config
{
"formType": "maintenance_request",
"fields": [
{"name": "category", "type": "dropdown", "required": true},
{"name": "description", "type": "textarea", "required": true},
{"name": "photo", "type": "file", "required": false},
{"name": "urgent", "type": "checkbox", "required": false}
]
}
Routing rule config
[
{
"if": {"category": "water leak", "urgent": true},
"then": {
"priority": "urgent",
"assignTo": "on_call_maintenance",
"notify": ["sms", "email"]
}
},
{
"if": {"category": "noise complaint"},
"then": {
"priority": "normal",
"assignTo": "community_management"
}
}
]
14) Start simple, then expand
A good rollout sequence:
- Launch 3–5 request types
- Add basic routing rules
- Enable manual triage fallback
- Add SLA/escalation
- Add analytics
- Refine with real usage data
- Expand to more properties and request types
15) Key design tips
- Keep forms short and dynamic
- Make routing explainable
- Always allow manual override
- Separate form logic from routing logic
- Track every status change
- Design for after-hours emergencies
- Review and tune rules regularly
If you want, I can also give you:
- a sample database schema,
- a rules engine design, or
- a low-code/no-code implementation plan for this system.
Observation history
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