Maintenance Request Automation
Example · Property Management
Context
Maintenance requests arrive through email, portals, and phone calls, then get re-typed into tickets, routed by memory, and followed up manually. The work is constant: triage, vendor coordination, tenant updates, and escalation handling. When requests fall through the cracks, tenants escalate and staff lose time to reactive follow-up.
What this MVP automates
This demo shows a fixed-scope MVP that turns maintenance operations into a reliable workflow:
- Intake from email, portal exports, or a simple web form
- Extract key fields: property, unit, issue, urgency, tenant contact, preferred access window
- Classify issue type and route to the right vendor category
- Dispatch a structured request to the vendor with the details they need
- Send tenant updates automatically at each stage: received, scheduled, completed
- Track status, aging, and escalations in a single view for operations
Architecture at a glance
The diagram below shows how we structure the workflow so it behaves like infrastructure: observable, maintainable, and integrated with your existing tools.
Request intake
- Email inbox and forwarded requests
- Web form or portal submissions
- Attachments and photos
- Validation for missing fields
Workflow engine
- Routing rules by property and category
- SLA timers and escalations
- Human review path for edge cases
- Audit-friendly logging
AI extraction and classification
- Turns messy text into structured fields
- Strict JSON outputs for reliability
- Flags uncertainty and missing info
- Supports safe fallbacks
Dispatch and updates
- Vendor dispatch via email or SMS
- Tenant status updates and reminders
- Internal tracking dashboard or table
- Escalation notifications to staff
How it behaves in practice
- A tenant emails: “Kitchen sink is leaking in unit 804. Water under the cabinet.”
- The workflow extracts property and unit, classifies the issue, and sets urgency based on rules.
- A structured dispatch is sent to the correct vendor category with the details and photos.
- The tenant receives an automatic update that the request was received and is being scheduled.
- Status updates are logged and escalations trigger if the ticket ages past the agreed threshold.
What success looks like
This MVP is measurable using operational metrics most teams already track:
- Time to first response
- Manual touches per ticket
- Escalations per 100 requests
- Average time open by category
- Percentage of requests auto-routed correctly
Typical delivery plan
- Map current intake channels and routing rules
- Implement extraction, classification, and vendor routing
- Connect dispatch and tenant updates
- Add logging, alerts, and a runbook for the common failure modes
- Launch with real tickets and iterate based on outcomes
Where we fit in
Flowtica builds and hardens this workflow so it is dependable. We start with one clearly defined process, integrate with your tools, and ship an MVP you can operate confidently. Once maintenance is stable, we can expand into adjacent workflows.
See this in your environment
Start with a free workflow assessment. If it’s a fit, we’ll build a 2-week MVP connected to your tools so you can validate impact quickly.
Request a Free Workflow Assessment