Use Cases/AI Front Desk Automation
AI Front Desk Automation

From 5-Hour Response Times to Under 60 Seconds

How a Singapore co-living operator stopped losing after-hours leads — without adding headcount or changing how their team works.

Client
Co-Living Company
Sector
Serviced Apartments
Scale
~160 units
Funding
EDG Eligible
<5 min
first response time
down from ~6 hours
+32%
conversion rate
0
missed enquiries

Illustrative client scenario — representative of a typical Bridgefield engagement profile

The Challenge

A leasing team overwhelmed by enquiry volume — and invisible to management

Co-Living Company manages ~160 serviced apartment and co-living units across Singapore, run by two leasing executives and one operations manager. Rapid unit turnover and seasonal corporate and expat demand generated enquiry spikes the team simply couldn't keep pace with — especially in the evenings and on weekends, when the majority of enquiries actually arrived.

The deeper problem: leadership had no visibility into what was happening. Response times, conversion rates, and missed enquiries were all completely unmeasured.

Key pain points

  • 1Enquiries fragmented across WhatsApp, email, and web form — no central log
  • 2~40% of leads arrived after hours and waited until the next business day
  • 3Leasing executives spent ~40% of their day answering the same FAQ questions
  • 415–20% of enquiries went completely unanswered during peak leasing season
  • 5No visibility into enquiry volume, response times, or conversion at any level

The Solution

An AI Front Desk that handles every enquiry — and hands off only what needs a human

Bridgefield deployed a phased AI Front Desk — launching narrow on WhatsApp and FAQs only, so the team could trust it before expanding. Within eight weeks, all three enquiry channels were unified, routine questions were answered automatically, and leadership had a live dashboard showing exactly what was happening at every stage of the leasing pipeline.

Value Delivered

  • Unified AI Front Desk pipeline across WhatsApp, website, and email
  • Automated FAQ handling drawn from an approved content library
  • AI-driven lead qualification with confidence scoring on every enquiry
  • Automated follow-up sequences for non-responders — no manual chasing
  • Live reporting dashboard covering every property and channel

Outcome

  • Response times cut from 5–6 hours to under 5 minutes, 24/7
  • Leasing executives now only engage with qualified, ready-to-view leads
  • Zero missed enquiries — automated follow-up catches every lead
  • Full visibility into enquiry volume, response times, and conversion

Technologies used

PythonWhatsApp APIn8nGoogle WorkspaceApps ScriptCloudinaryAnthropic API

How It Works

Five stages — from first enquiry to signed lease

01 · Capture

All channels unified into one pipeline

n8nWhatsApp API

WhatsApp, website form, and email enquiries flow into a single AI-monitored pipeline via n8n — no more juggling three inboxes or missing messages that arrive on the wrong channel.

02 · Understand

AI reads intent and qualifies the lead

Anthropic APIPython

The Anthropic-powered layer reads each enquiry, identifies the lead's intent, extracts qualification fields (move-in date, budget, unit type, lease length), and confidence-scores whether a human needs to review.

03 · Respond

Instant reply — or one-click human approval

Apps ScriptGoogle Workspace

Routine FAQs are answered automatically from approved content stored in Google Workspace. Anything needing judgement goes to a Review Queue for a single-click approval — no rewriting required.

04 · Nurture

Automated follow-up with rich media

Cloudinaryn8n

Non-responders are followed up on a set schedule without manual chasing. Floor plans, property photos, and availability sheets are served dynamically via Cloudinary — always current, never manually updated.

05 · Report

Live dashboard — full visibility

Google WorkspaceApps Script

Leadership can see every enquiry from first contact to signed lease, broken down by channel and property. Performance that was invisible is now fully measurable.

Results & Impact

The numbers after 60 days

<5 min
First response time
down from ~6 hours
+32%
Enquiry-to-viewing
conversion rate
12 hrs/wk
Time reclaimed
per leasing executive
0
Missed enquiries
in first 60 days
We used to lose leads simply because nobody was free to answer at 9pm on a Sunday. Now every enquiry gets a proper response in under a minute, and my team only steps in for the conversations that actually need a human.

Operations Manager — Co-Living Company, Singapore

EDG Eligible

Up to 50% co-funded by Enterprise Singapore

As a Singapore-registered SME, this engagement qualified for the Enterprise Development Grant (EDG) — covering up to 50% of eligible project costs through Enterprise Singapore. Bridgefield manages the application process end-to-end.

Is this a fit?

Best suited to businesses that receive high enquiry volume

Ideal if your team receives enquiries across multiple channels, spends time answering repetitive FAQ questions daily, and wants to grow enquiry volume without proportional headcount growth. Common sectors: property & co-living, hospitality, professional services, education, healthcare, events & travel.

Facing a similar challenge?

We'll tell you in a free 30-minute call whether AI Front Desk Automation is the right fit — and what results you can realistically expect.