All case studies
How a Large FMSP Used AI to Resolve ~280 Helpdesk Calls/Month, Without Adding Headcount
smart_toy
~80% of calls resolved end-to-end by AI, across all three lines
schedule
75% faster response — avg dropped from 3.6h to 0.9h
groups
60% staff load reduction — manual intake eliminated
bolt
3 days to go-live across voice, WhatsApp, and email
Location
UAE
Industry
Facility Management Services
Project
A large UAE-based FM service provider deployed Facilio's Helpdesk AI across voice, WhatsApp, and email channels. Production numbers from the first 30 days.
Products used
Helpdesk AI (Atom AI Suite)
Objective
- Automate helpdesk intake across voice, WhatsApp, and email
- Eliminate manual work order creation and reduce duplicate tickets
- Enable 24/7 multilingual support without adding headcount
Results at a glance
| Before Facilio | After Facilio |
|---|---|
| cancel 3.6h avg response time across all three helpdesk lines | check_circle 0.9h — 4× faster. Response time cut by 75%. |
| cancel 18% duplicate tickets from manual, disconnected intake | check_circle Down to ~2% duplicate tickets. 89% reduction in rework. |
| cancel Manual intake required across all 3 helpdesk lines | check_circle 2 of 3 lines fully autonomous. 60% staff load reduction — manual intake eliminated. |
| cancel After-hours coverage gaps — no support outside business hours | check_circle 24/7 availability, multi-shift, across voice and WhatsApp. Arabic + English. |
What's Live
Three channels. One AI agent. No manual intake. The helpdesk AI was deployed across voice, WhatsApp, and email — and went live in 3 business days.
Voice AI Agent
The AI agent handles all inbound helpdesk calls 24/7 across Arabic and English. It triages issues, confirms details, auto-creates work orders in the CMMS, and escalates to a human agent when needed — with full context preserved on handoff.
- Agent name: My Helpdesk AI — customised for the client
- Channels: Voice, WhatsApp, and email
- Languages: Arabic and English
- Concurrent calls: 5 simultaneous lines
- Go-live: 3 business days from kickoff
- Availability: 24/7 across multi-shift operations
- Work order creation: Automatic — zero manual entry
- Escalation: Context-preserving handoff to human agents
~2%
Duplicate tickets (down from 18%)
+24%
First-time fix rate
3 days
Go-live time
End-to-end agent workflow
From receiving the call to closing the work order, every step is handled by the Agent.
1
Tenant calls or messages
→
2
AI agent picks up instantly
→
3
Triage & priority set
→
4
WO created in CMMS
→
5
Technician dispatched
→
6
Issue resolved
→
7
Work order status updated
