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CASE STUDY · AI RECEPTIONIST
PROFESSIONAL SERVICES · PROPERTY MANAGEMENT

The Calls Nobody Was There to Answer — Now Handled Automatically

A Dublin property management firm was losing enquiries at lunch, after hours and over the weekend — and fumbling the complex calls that did get through. MCEL built a voice workflow around exactly when and why calls were being lost.

CLIENT TYPE

Property management firm

LOCATION

Dublin, Ireland

TEAM SIZE

4 staff, 1 part-time admin

SOLUTION

AI Receptionist

DELIVERED BY

MCEL · mcel.ai

92%

of previously missed calls now captured at lunch, after-hours and weekends

0

dedicated receptionists on staff

<10 days

from review to live system

THE SITUATION

A Small Team, a Busy Phone — and Clear Dead Zones in the Day

The firm manages a mixed portfolio of residential and commercial property across Dublin. With four staff covering everything from viewings and tenancy queries to maintenance coordination, nobody had a dedicated phone role. Calls were answered when someone was free — which wasn't always.

Two patterns had become a persistent drain. The lunch window between 12:30 and 2pm saw consistently high call volume precisely when the office was closed or down to one distracted person. And calls after 5:30pm or on Friday afternoons went entirely unanswered, with no voicemail check until Monday.

There was a subtler issue too. When staff did answer, some callers — a prospective landlord asking about management fees, a tenant raising a dispute, a solicitor enquiring about a lease — came with questions that needed careful, accurate answers. Staff stumbled, gave inconsistent information, or transferred the call to someone already busy, and the caller often hung up.

THE CHALLENGE

More Than Just Missed Calls — a Coverage Gap and a Quality Gap

The firm's phone problem had two distinct layers, and both had to be solved for the system to genuinely improve operations.

01

Lunch-hour drop-offs

Call volume spiked between 12:30 and 1:45pm as callers rang during their own breaks; almost all went unanswered or to unchecked voicemail.

02

After-hours enquiries disappearing

Prospective tenants and landlords researched and called outside office hours, found no response path, and reached a competitor before Monday.

03

Complex questions stumping staff

Fee structures, dispute processes, lease terms and maintenance liability caught staff off-guard, producing inconsistent or inaccurate answers.

04

No structured handoff for difficult calls

Escalations were fumbled in real time or bounced to a callback that rarely satisfied anyone.

05

Inconsistent caller records

Name, number, property interest and urgency were captured only when whoever answered had a pen and a spare moment.

06

The same questions, every day

Viewing availability, rental prices and how to report maintenance repeated constantly, consuming staff time on conversations that didn't need a human.

WHAT MCEL BUILT

A Voice Workflow Designed Around When and Why Calls Were Being Lost

MCEL started with the specific gaps, not a generic template. The system was configured to cover the exact windows where coverage failed, handle the routine questions staff were wasting time on, and — critically — route the calls that genuinely needed a human to the right person with context already captured.

01

Lunch & after-hours coverage

The AI answers every call at any time; during lunch it acknowledges reduced capacity, captures details and offers to connect urgent calls to a mobile. Outside hours, callers get a clear professional path, not a dead ring.

AFTER-HOURS HANDLINGURGENCY DETECTIONSTRUCTURED CAPTURE
02

FAQ & standard enquiry handling

Rental availability, listings, viewing requests, maintenance reporting and general fee information are scripted into the workflow and handled end-to-end without involving staff.

KNOWLEDGE BASESMART FORMSAUTOMATION WORKFLOWS
03

Intelligent rerouting for complex calls

When a caller's question touches a sensitive area — disputes, legal questions, contract terms, fee negotiations, complaints — the system recognises the trigger and transfers the call with a brief handoff note, or escalates a high-priority callback if no one is free.

CONSISTENT RESPONSESLIVE TRANSFERPRIORITY RANKING
04

Structured caller record on every call

Every conversation, resolved or escalated, generates a structured record — name, number, enquiry type, property of interest, urgency and details — delivered by email and synced to the team's shared inbox within seconds.

EMAIL ALERTSSTRUCTURED LOGGING
IMPLEMENTATION

How It Happened

01

Business review

Mapped call volume by time window and identified the exact lunch, evening and weekend gaps.

02

Workflow design

Built time-aware routing, FAQ handling and escalation logic around sensitive call topics.

03

Setup & testing

Configured the voice platform, wired notifications and stress-tested the rerouting flow.

04

Launch & refine

Went live in under ten days, tuning flows on real caller behaviour in the first two months.

CLIENT FEEDBACK

The lunch hour used to be a black hole for enquiries. Now the AI covers it entirely, and anything that needs one of us gets passed over with the caller's details already captured. We've stopped losing leads we didn't even know we were losing.

— Operations Director, Dublin Property Management Firm
THE RESULTS

What the First 60 Days Showed

The biggest improvement was coverage during the lunch window and after 5:30pm — the two gaps that had accounted for most missed calls. Staff's first task each morning shifted from clearing a voicemail backlog to reviewing a clean, structured list of enquiries ready to act on.

92%

of previously missed calls now captured at lunch and after-hours

100%

of escalated calls received a structured callback record — none dropped

↓82%

reduction in staff time spent on repetitive FAQ calls each week

100%

weekend backlog eliminated — calls arrive as structured records, not missed voicemails

0

dedicated receptionists added to the team

<10 days

from first review to a fully live system

Before & After

AREABEFOREAFTERSTATUS
Scenario

Before

After

STATUS
Lunch-hour coverage

Mostly unanswered; distracted pick-ups, no notes

AI answers all calls, captures details, offers urgent transfer

RESOLVED
After-hours & weekend

Ring-out or voicemail, checked Monday at earliest

Full coverage; structured records delivered in real time

RESOLVED
Complex or sensitive calls

Inconsistent staff answers; callers hung up

AI routes to the right person with context; priority callback if unavailable

RESOLVED
Frequently asked questions

Staff answered the same things all day

Handled end-to-end by the AI; no staff involvement

RESOLVED
Caller information capture

Depended on who answered and how busy

Structured record generated for every call

RESOLVED
Monday morning backlog

6–12 unreviewed voicemails before the day could start

Organised, actionable records — no audio to replay

IMPROVED
WHY IT MATTERED

Third-Party Technology. MCEL Configuration. Your Business Logic.

MCEL doesn't build proprietary voice AI. We select, configure and integrate the best-available voice platforms, calibrated to the specific call flows, escalation rules and operational requirements of each business — so the system feels purpose-built without the cost of custom development.

For firms that handle regular inbound calls — property management, legal services, consultancies, clinics, agencies — the pattern is usually the same: a coverage gap at predictable times, a handful of questions that don't need a human, and a small number of calls that really do. This system was designed to handle all three cleanly.

The firm didn't just capture more calls; it removed a daily source of stress, gave prospects a professional experience at every hour, and freed a small team to focus on the work only they can do.

START HERE

Could an AI Receptionist Improve How Your Business Handles Calls?

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