Inbound reception and FAQ handling
Identify the reason for a call, answer from approved opening hours and service information, and route the enquiry. Unclear questions go to a person with the conversation context instead of an invented answer.
Control Shift / Voice agents & receptionists
AI Voice Agent & AI Receptionist in Dubai
Control Shift builds voice agents that turn a phone conversation into a useful business record. Plan Arabic and English call intake, qualify enquiries, check appointment availability and connect callers to the right person, with agreed limits on what the agent can say and change.
For sales, reception and customer service teams in Dubai and across the UAE managing missed calls, repeated questions and follow-up queues.
From request to recorded result
Understand the request
A classified enquiry with verified context.
Check the live record
A sourced answer or validated set of options.
Confirm and execute
A booking reference or an explicit pending request.
Record and hand over
A recorded outcome and accountable next owner.
Illustrative build scope. Systems, actions and review points are agreed for your project.
Give each call a clear next step
An AI receptionist handles a defined front-desk workflow. A broader voice agent can retrieve approved business information and use connected tools. We scope both around the caller journey, the underlying records and the staff team responsible for exceptions.
Lead qualification and CRM updates
Collect relevant requirements such as property type, preferred location or service needs. Record the answers, source and follow-up owner in your CRM. Qualification rules support the sales team without silently rejecting potential customers.
Appointment booking and changes
Read availability, confirm the location and UAE time, then request a booking through an authorised connection. Confirm a slot only after the system accepts it; conflicts create a staff task.
Permissioned outbound follow-ups
Design AI sales calling and reminder workflows for approved contacts, with permission records, contact windows, attempt limits and stop requests. Separate requested callbacks from marketing campaigns and agree applicable calling requirements before launch.
Arabic and English conversations
Plan language selection, approved terminology and bilingual handover notes. Test the Arabic dialects, names, accents and language switching your callers use. Recognition uncertainty should trigger clarification or transfer, especially for dates and reference numbers.
Customer support and call summaries
Look up permitted case information after agreed identity checks. Summarise the request, actions and unresolved issues for staff. Escalate complaints, restricted requests and tool failures with a clear owner and callback route.
From incoming call to confirmed action
Step 1
Understand the request
Introduce the assistant, confirm the language and identify the intent. Apply agreed notices and identity checks before retrieving account information.
Result: A classified enquiry with verified context.
Step 2
Check the live record
Retrieve approved answers or available appointments through restricted tools. Clarify spoken details that do not match a record.
Result: A sourced answer or validated set of options.
Step 3
Confirm and execute
Read the proposed action back to the caller. Submit permitted changes and check the response before announcing success.
Result: A booking reference or an explicit pending request.
Step 4
Record and hand over
Write a concise CRM summary and route exceptions to a named queue. Preserve attempted actions so staff can recover the request.
Result: A recorded outcome and accountable next owner.
Illustrative scenario
A viewing request when the booking connection fails
A property team wants an AI appointment booking agent for Dubai enquiries. Its response to an unconfirmed viewing matters as much as the successful booking flow.
This example describes a proposed workflow, not a customer result.
Caller
I would like to view the two-bedroom apartment tomorrow after 5 pm. Can we continue in Arabic?
Voice agent
Switch to the tested Arabic flow, confirm the property and date, then ask permission to check viewing slots.
Booking system
The availability request times out. No appointment has been created.
Voice agent
Explain that the viewing is not confirmed. Offer a transfer or callback instead of repeating a booking attempt without a known result.
Sales handover
Create a pending viewing request with the language, property, time window and connection error for the assigned agent.
Recorded outcome: One enquiry, no false confirmation, and a staff task linked to the call.
How the system fits together
The conversation layer sits between your telephony provider and business applications. Voice AI development includes call routing, speech processing, approved knowledge, tool permissions and operational monitoring for the chosen workflow.
Telephony and speech
Connect an eligible phone service, speech recognition and speech generation. Test interruptions, silence, noisy audio, transfer behaviour and latency.
Conversation and knowledge
Guide conversations with approved instructions and business knowledge. Retrieval can ground answers in maintained documents; unavailable information becomes a clarification or handover.
Actions and supervision
A controlled backend validates tool requests, applies permissions and records outcomes. Monitor failed transfers, unconfirmed bookings and unresolved calls alongside usage.
Connect the systems your team uses
We scope each connection against your available APIs, licences, permissions and data quality. The proposal identifies what can be read, what can be changed and who approves each action.
CRM and lead databases
Match contacts, record qualification answers and assign follow-ups without creating a new lead for each repeat call.
Calendars and booking APIs
Scope scheduling connections, including Google Workspace or Microsoft 365 where access permits, with availability and conflict checks.
WhatsApp follow-up
Send eligible confirmations through the approved messaging workflow, with channel permissions checked separately.
ERP and internal systems
Retrieve permitted order or service references and route changes through existing approval processes.
Define access, exceptions and accountability
Limited actions and checked identity
Define what each call type can read and change. Caller ID alone is not the identity check for private account information. Sensitive or irreversible requests follow the approved staff process.
A usable human route
Offer transfer or callback when requested, when recognition repeatedly fails or when a task exceeds scope. Agree staffed hours and what happens when nobody answers.
Recording and retention choices
Agree notices, permissions, transcript access and retention before enabling recording. Separate the operational summary from audio storage and restrict access by role.
Release controls and monitoring
Track confirmed bookings, failed actions, completed transfers and call quality. Keep a way to pause automated actions and route calls to staff during an incident.
Practical applications for Dubai and UAE teams
Choose the workflow around your records, customer languages and operating rules. These examples show where a tailored build can support the people doing the work.
Real estate
Capture buyer requirements, organise viewing requests and hand over to the assigned broker.
Clinics
Handle administrative booking questions. Keep clinical decisions and urgent concerns with the appropriate human service.
Automotive
Route vehicle enquiries, request test drives and collect details for a service callback.
Hospitality
Answer approved arrival questions and pass reservation changes to reception.
Restaurants
Check reservations and route large-party requests or dietary questions requiring staff confirmation.
Insurance service teams
Arrange administrative callbacks while authorised staff handle advice and coverage decisions.
Education
Qualify course enquiries, organise admissions callbacks and use the approved course directory.
Logistics
Retrieve permitted shipment updates and escalate delivery exceptions with the tracking reference.
From discovery to a monitored release
01
Map the calls and dependencies
Review anonymised calls, languages, demand, transfer destinations and system access. Select one measurable workflow for the first release.
02
Prototype the conversation
Build representative Arabic and English scripts with your team. Test corrections, interruptions, unfamiliar names and requests for a person.
03
Validate complete actions
Test booking conflicts, expired credentials, duplicate requests and disconnected calls. Agree action accuracy, latency and handover acceptance criteria.
04
Launch with operational ownership
Pilot a limited scope, review exceptions and tune the workflow. Assign owners for content changes, provider incidents and quality checks.
Share call types, approximate volumes, languages, phone provider, booking system and CRM for a scoped proposal. Assess development, telephony, model usage, hosting and support separately.
Questions before you build
What is the difference between an AI voice agent and an AI receptionist?
A receptionist is a focused voice-agent application for call intake, routing and appointments. A broader agent may support sales qualification or service enquiries. Permitted actions and connected systems define the scope.
Can an Arabic AI voice agent handle different dialects?
Dialect support needs evaluation with representative speakers and business vocabulary. We plan Arabic and English flows, test recognition and pronunciation, and define clarification or transfer paths. Exact accuracy is not assumed.
Can the AI receptionist book directly into our calendar?
Where the API and permissions support it, the agent can check availability and submit a confirmed request. It must receive a successful result before telling the caller that a booking exists.
Can you build AI lead qualification calls for UAE sales teams?
Yes, the workflow can collect agreed qualification fields and update your CRM. Outbound calling requires its own permission, contact-policy and provider review; a purchased list is not treated as permission to call.
What happens if a caller asks for a human?
Offer the agreed transfer or callback route with a short context summary. If the destination is unavailable, explain the next step and create a visible staff task.
Can an AI receptionist support a clinic?
It can support agreed administrative tasks such as appointment requests and opening hours. Medical advice, diagnosis and clinical triage remain outside that workflow. Patient information access requires a separately reviewed scope.
How do you estimate voice agent development cost?
The proposal depends on call flows, languages, integrations, evaluation and operating volume. Provider charges and monitoring are separate considerations. Sample enquiries and system details help price the first release against a defined scope.
Bring us one workflow worth improving
Share the task, the systems involved and an anonymised example. We can map the first release, its integrations, review steps and acceptance criteria with your team.
Your proposal can separate development, provider usage, hosting and ongoing support so you can assess the full operating scope.
Contact Control ShiftDiscuss your AI project
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