Restaurants

Context & Challenges

Restaurant SectorPeak-Hour Challenges
in Dubai

Urban restaurants in Dubai face major challenges during peak hours: busy phone lines, order errors and lost revenue. A transactional AI can absorb 100% of incoming demand without hiring additional operators, while also driving additional sales.

Dubai customers now order mostly via WhatsApp and delivery platforms. Restaurants that don't offer a smooth conversational service lose market share to better-equipped competitors. AI is becoming the standard for absorbing volume without compromising quality.

Peak-hour rushes Lost calls at lunch/dinner Order errors Unmanaged delivery Revenue drop at peak hours

🍽

1200

Orders/mo

+18%

Avg order value

78%

Automated

2 months

ROI achieved

AI Solutions — Core of the Page

Transactional Bot
orders & delivery

+15%

Avg order value

+35%

Conversion rate

2 months

ROI achieved

100%

Automated orders

Restaurant Order AgentZero lost calls, systematic upsell

Transactional conversational bot handling takeout orders, delivery and table reservations, with a dynamic AI menu and built-in upsell.

Zero lost calls during full service — 100% of incoming demand absorbed
Systematic upselling — Drink/dessert offered with every order
Automated loyalty — Smart customer address book per client
Complaint handling — First line of response with no human intervention
Automatic dispatch — To partner delivery drivers (Glovo, Uber Eats)
Dynamic AI menu — With photos, allergens and contextual suggestions

2 FTEs

saved in a 5-outlet franchise.
100% of WhatsApp orders processed with no human intervention.

12:45

←

Restaurant Le Medina

AI Agent · Online

Hello! Welcome to Le Medina 🍽️ Would you like to order, book a table or track your delivery?12:43

Takeout order please 🙏12:44

Great! Here's today's menu:
🥘 Lamb Tagine — 85 AED
🍗 Chermoula Chicken — 75 AED
🐟 Grilled Fish — 95 AED
What would you like?12:44

Lamb Tagine ✅12:44

Excellent choice! May I suggest a fresh orange juice (25 AED) or a mineral water (10 AED)?12:44

Orange juice please, thanks 🍊12:45

Type a message...

◀◯■

Restaurant Le Medina

AI Agent · Online

Order ready •
Tagine + Orange Juice

VIEW

Typical customer journey

Customer experience
from A to Z

Three entry channels, one unified experience. Choose the journey that matches your restaurant.

WhatsApp message

Customer sends a message to the restaurant's WhatsApp number

Dynamic menu

The AI displays the interactive menu with photos, allergens and daily suggestions

Automatic upsell

Drinks and desserts suggested based on the customer's order

Secure payment

CMI/Stripe link generated within the WhatsApp conversation in 1 click

Kitchen ticket

Automatically sent to the POS (Clyo/Micros) with no manual re-entry

Pickup notification

Customer notified for pickup or real-time GPS delivery tracking

Table QR code

Customer scans the QR code displayed on their table or at the restaurant entrance

Digital menu

Interactive menu with photos, prices and allergens appears instantly

In-store order

Selection and customization (gluten-free, dairy-free, spicy…)

Drink upsell

Automatic drink and dessert suggestions based on the dishes ordered

Kitchen validation

Order sent instantly to the kitchen POS, with no manual re-entry

Google review

Automatic satisfaction rating request after the meal via SMS/WhatsApp

Order received

Via Glovo, Uber Eats or direct WhatsApp — centralized in a single flow

AI confirmation

Estimated preparation time automatically communicated to the customer

POS preparation

Order slip sent to the kitchen via POS in real time with no manual re-entry

Driver dispatch

Automatic assignment to the nearest available partner driver

GPS tracking

Customer notified at every delivery stage with real-time position

Loyalty & reviews

Satisfaction rating requested, loyalty offer sent automatically

Key integrations

Connected to your
restaurant ecosystem

Real-time order synchronization with your till. Orders received via the AI agent are sent directly to the kitchen with no manual re-entry, eliminating errors and delays. Compatible with the leading POS systems used in the UAE (Foodics, Micros, Lightspeed).

Generation of secure payment links directly within the WhatsApp conversation. Reservation deposits, payment on order, automatic refunds in case of cancellation. Support for local (Telr, PayTabs) and international (Stripe) cards.

Official Meta API for native conversations within WhatsApp. Average open rate of 94% vs. 21% for email. Pre-approved message templates, conversion analytics, full GDPR compliance. Your customers order in the app they already use every day.

Aggregator integration to centralize all delivery orders in a single workflow. Automatic dispatch to the available driver, GPS tracking shared with the customer, automatic confirmation at every step.

Automatic collection of Google reviews after every successful order or delivery. Continuous improvement of your Google score, automated responses to negative reviews. Better local visibility and Google Maps ranking to attract new customers.

Orchestration of all automated workflows: abandoned cart follow-ups, SMS loyalty campaigns, automatic weekly reporting for the manager, low-stock alerts. Centralized monitoring console for multi-site franchises.

Active connections

Integration within hours

No overhaul of your existing system

Deployment tailored to Restaurants

Multi-site deployment
in 3 phases

A proven methodology to deploy your order bot across one or several outlets, with ROI achieved in 7 weeks.

Single-outlet pilot

Scoping of the conversational menu, adapted order format, POS and payment integration, training of the floor manager for oversight.

n8n workflow configured

Conversational AI menu

POS integration tested

Team training

WEEKS 1 – 4

Real-world test

Pilot

Real-condition testing

4 weeks during peak activity (Friday evenings, weekday lunches) to validate real-world reliability, response time and conversion rate.

Reliability report

AI menu adjustments

Conversion rate validated

Upsell optimizations

WEEKS 5 – 6

Multi-site deployment

Rollout across the entire network, menu harmonization, centralized monitoring, oversight console for managers.

Monitoring console

Digital host manual

All outlets deployed

Real-time dashboard

WEEKS 7 – 10

Multi-site

Client case — Success story

Concrete results
in the restaurant industry

Case study · Restaurant Franchise · Dubai

Fast-food restaurant franchise
8 outlets, 1,200 orders/month

Context: Franchise with 8 outlets processing 1,200 orders per month. Phone lines saturated at 1pm, 3 overwhelmed operators, orders lost during peak hours.

Problem identified

23% of calls unanswered between 12pm–2pm. Operators at 100% capacity during service. Average order value stagnant without systematic upsell. Estimated loss of 18,000 AED/month in missed revenue.

Solution deployed

HW WhatsApp Agent + dynamic conversational menu + Clyo POS integration. Manager training on AI agent oversight across 5 pilot outlets.

Results observed after 7 weeks

+18%

Avg order value

78%

Automated orders

1.5 FTE

Saved / outlet

7wks

ROI achieved

Our teams no longer lose a single order during rush periods. The bot automatically suggests desserts and drinks — our average order value jumped within a few weeks.

— Management, Dubai Restaurant Franchise

Restaurant: speed up your
orders without overloading
your teams

Deploy an AI agent capable of handling order-taking, reservations and customer requests on WhatsApp, even during peak hours, while supporting your sales and loyalty goals.

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AI Solutions
for Restaurants

Restaurant SectorPeak-Hour Challenges
in Dubai

Transactional Bot
orders & delivery

Customer experience
from A to Z

Connected to your
restaurant ecosystem

Multi-site deployment
in 3 phases

Concrete results
in the restaurant industry

Fast-food restaurant franchise
8 outlets, 1,200 orders/month

Restaurant: speed up your
orders without overloading
your teams

AI Solutions for Restaurants

Restaurant SectorPeak-Hour Challengesin Dubai

Transactional Botorders & delivery

Customer experiencefrom A to Z

Connected to yourrestaurant ecosystem

Multi-site deploymentin 3 phases

Concrete resultsin the restaurant industry

Fast-food restaurant franchise8 outlets, 1,200 orders/month

Restaurant: speed up your orders without overloading your teams

AI Solutions
for Restaurants

Restaurant SectorPeak-Hour Challenges
in Dubai

Transactional Bot
orders & delivery

Customer experience
from A to Z

Connected to your
restaurant ecosystem

Multi-site deployment
in 3 phases

Concrete results
in the restaurant industry

Fast-food restaurant franchise
8 outlets, 1,200 orders/month

Restaurant: speed up your
orders without overloading
your teams