How a Large FMSP Used AI to Resolve 277 Helpdesk Calls/Month, Without Adding Headcount
A large UAE-based FM service provider deployed Facilio's Helpdesk AI across voice and WhatsApp. Production numbers from the first 30 days.
~80%
End-to-end AI resolution
Across all three lines
−75%
Response time
3.6h → 0.9h. Four times faster.
60%
Staff load reduced
Manual intake eliminated
2 of 3
Helpdesk lines autonomous
Running on AI agents
Arabic + English · Voice · WhatsApp · Email · Live 24/7
18% → 2%
Duplicate tickets
+24%
First-time fix rate
3 days
Go-live time
What's live
Helpdesk lines are now autonomous.
Three channels. One AI agent. No manual intake.
Real production call — Al Najah handling a live tenant service request in Arabic + English
AN
Al Najah — Voice Call Sample
Live production · UAE FM Service Provider
0:001:15
🎤
Delivered ✓✓
🤖
Customised Agent Name
Al Najah
📡
Channels
Voice · WhatsApp · Email
⚡
Go-live
3 business days
🔀
Concurrent calls
5 simultaneous
🔗
Handoff
Context-preserving escalation
📋
WO creation
Automatic, zero manual entry
🕐
Availability
24/7 — multi-shift operations
🌐
Languages
Arabic + English
💬
Intake
100% AI-handled
🗂️
WO creation
Automatic on every request
⏱️
Response
Instant — under 30 seconds
📋
Triage
Priority 1–3 auto-classification
📲
Confirmation
SR number sent to tenant
🕐
Availability
24/7 — always on
Real conversation — AC chemical smell report
AN
Al Najah — FM Helpdesk
Powered by Facilio · Always on
Today
Hi
10:13
Hello, this is Al Najah, your virtual helpdesk assistant.
How may I assist you today?
10:13 ✓✓
I'm Christeena from Yas Village Block B, 612 Apartment. Chemical smell coming from my Air conditioner since yesterday night.
10:17
Thanks for sharing that. Can you confirm if the chemical smell is coming from all AC vents in the apartment, or just a specific room?
10:17 ✓✓
Living room
10:18
Sorry, I couldn't complete the request as your details weren't found in the system. Could you please confirm your contact number?
10:18 ✓✓
0521230422
10:18
✓ Service request created automatically
Your service request is created. Our team will review and check this shortly.
Is there anything else you need help with?
10:18 ✓✓
Tenant raised issue. AI triaged, confirmed location, collected contact, created SR — under 90 seconds.
FM ASSISTANT
Every answer your FM team needs — without the dashboards, data pulls, or delays.
Report generation timeline
Days → mins
Full MMRs and QBR decks, now built instantly from live data without chasing multiple people and platforms.
Natural language reporting
Generates charts, reports and written narrative from a single typed question.
✦"Show me SLA breach trend across all sites this month"
✓ Chart generated
✓ Written summary ready
FM Assistant for technicians & managers
Asset history, SLA breaches, vendor performance, past failures — live answers for anyone in the field or office. No dashboards. No waiting. Right answer in seconds. Talk or text.
✦"Which vendor has the most open WOs this week?"
✓ Answered in seconds
✓ No dashboard needed
Before
3–4 day MMR cycle
After
Minutes
Before
Dashboard-switching
After
One question
Before
Findings lost on WhatsApp
After
Logged & structured
Results
Before vs. after — Helpdesk AI
Before
After
Impact
3.6h avg response time
0.9h — 4× faster
−75%
18% duplicate tickets
2% duplicate tickets
−89%
Manual intake, all 3 lines
2 lines fully autonomous
60% staff load ↓
After-hours coverage gaps
24/7, multi-shift
Always on
✓
Proven in production
Live across AU, UAE, and GCC. 3 days to ROI. CMMS-agnostic, deploys on top of your existing stack.
End-to-end agent workflow
From receiving the call to closing the work order, every step is now handled by the Agent.
1
Tenant calls or messages
→
2
Al Najah picks up instantly
→
3
Triage & priority set by Agent
→
4
WO created in CMMS
→
5
Technician dispatched
→
6
Issue resolved
→
7
Work order status updated
Every helpdesk call costs ~$12–18 in coordinator time. Helpdesk AI automates it for a fraction of the cost.