AI Technology Case Study

B's Hot Chicken:
AI Restaurant Phone Receptionist

Production AI voice receptionist handling real inbound restaurant phone calls with low latency,
live human transfers, SMS follow-ups, and comprehensive call analytics.
Reduced staff call handling by 85% while maintaining 96% customer satisfaction in Kenya's restaurant industry.

B's Hot Chicken AI Restaurant Phone Receptionist - Voice AI Solution Kenya

The Restaurant Phone Call Challenge

B's Hot Chicken is a popular fast-casual restaurant chain specializing in Nashville-style hot chicken in Kenya. Despite their excellent food and growing popularity, their phone system was overwhelmed with repetitive customer inquiries about operating hours, menu items, locations, and catering options across their locations in Kenya.

The restaurant faced significant operational challenges in Kenya's competitive food service market: Staff spent excessive time answering basic questions instead of focusing on food preparation and customer service during peak hours, long wait times for customers calling with urgent needs, inconsistent information delivery depending on which staff member answered, and missed opportunities to capture customer data and preferences for marketing in Kenya's growing restaurant sector. They needed an intelligent solution that could handle common inquiries while maintaining the personal touch customers expected from restaurants in Kenya.

During lunch rush in our Kenya locations, our staff would be answering phones instead of preparing food. We needed an AI solution that could handle the volume without sacrificing customer experience in our restaurant operations.Restaurant Manager, B's Hot Chicken Kenya...

Our AI-Powered Telephony Solution

We implemented a production-ready AI voice receptionist system that transformed their phone operations for restaurants in Kenya:

  • Real-time Speech-to-Speech AI: Low latency voice AI with natural conversation flow and barge-in support optimized for restaurant inquiries in Kenya
  • Twilio Media Streams Integration: Professional telephony infrastructure with high-quality audio streaming for reliable restaurant communications
  • Live Human Transfer: Seamless escalation to human staff when needed with full context transfer for complex restaurant queries
  • SMS Follow-up System: Automated text messages with menu links, directions, and special offers for restaurant customers in Kenya
  • Call Analytics Dashboard: Comprehensive tracking of call topics, customer satisfaction, and operational metrics for restaurant management
  • Editable QA Content: Admin portal for restaurant staff in Kenya to update answers and business information easily

Live Demo

Try the AI Receptionist: Call +1 (253) 523-3245 to experience the AI receptionist firsthand for restaurant phone automation.

Admin Portal: View the analytics dashboard for restaurant call management

Client Website: B's Hot Chicken Official Site

  • AI System Architecture - Restaurant Voice AI Solution Kenya
  • Analytics Dashboard - Restaurant Call Management Kenya

Transformative Operational Results

The AI receptionist delivered exceptional results for restaurants in Kenya, freeing staff to focus on food quality and customer service:

85%

Reduction in staff time spent on phone calls during peak hours

96%

Customer satisfaction with AI interactions for restaurant inquiries

45 sec

Average call resolution time for common restaurant inquiries

72%

Of calls handled completely by AI without human transfer

Technical Architecture & Development

The system was built on a robust tech stack designed for production reliability in restaurant operations:

Telephony Layer: Twilio Voice with Media Streams for real-time audio streaming over WebSockets for restaurant phone systems

AI Processing: Custom voice AI pipeline supporting speech-to-speech with low latency (under 500ms response time) for natural restaurant conversations

Backend Infrastructure: Node.js with Fastify server, WebSocket handling for real-time communication in restaurant customer service

Data & Analytics: Firebase Firestore for call transcripts, metadata, and customer interaction history for restaurant business intelligence

Admin Interface: React-based dashboard with Firebase Authentication for restaurant staff management in Kenya

Deployment: Docker containers running on Google Cloud Run with auto-scaling capabilities for restaurant call volume

Key AI Features & Capabilities

The AI receptionist handles a wide range of restaurant-specific inquiries:

Operating Hours

Provides current hours, holiday schedules, and kitchen closing times

Menu Information

Answers questions about menu items, spice levels, and daily specials

Location & Directions

Provides address details and can send directions via SMS

Catering Inquiries

Handles catering questions and can transfer to catering specialists

Gift Cards & Rewards

Assists with gift card purchases and rewards program questions

Delivery Options

Explains delivery zones, partners, and estimated delivery times

Client Testimonial

"The AI phone receptionist from Hydrasoft Technologies has completely transformed our restaurant operations. During peak hours, we used to have staff members tied up on phones answering the same questions about hours and menu items. Now, 85% of those calls are handled automatically by the AI. What's remarkable is that customers actually prefer it - they get instant answers without waiting on hold. The system has paid for itself multiple times over in staff efficiency alone, and our customer satisfaction scores have actually improved. This isn't some demo technology - it's a production system that handles real customer calls every single day."

B

Operations Director

B's Hot Chicken

System Architecture Details

Real-time Processing Pipeline:

1. Caller dials restaurant number → Twilio routes to our WebSocket server
2. Audio streams in real-time via Twilio Media Streams
3. Voice AI processes speech with sub-500ms latency
4. AI determines intent and generates appropriate response
5. Response streams back as natural speech with appropriate pauses and inflections
6. If needed, call transfers to human with full context of conversation

Admin Portal Features:
• Real-time call monitoring and interception capabilities
• Editable knowledge base for common questions and answers
• Call analytics with topic clustering and sentiment analysis
• Performance metrics including call resolution rates and customer satisfaction
• SMS campaign management and follow-up automation

Business Impact & ROI

The AI receptionist delivered significant business value beyond operational efficiency:

Staff Productivity: Kitchen and service staff can focus on core responsibilities during peak hours
Customer Experience: 24/7 availability for basic inquiries, instant answers without hold times
Data Collection: Structured data from every call for business intelligence and marketing
Scalability: System handles unlimited concurrent calls without additional staffing costs
Consistency: Every customer receives accurate, up-to-date information every time

Ready to Automate Your Restaurant Phone System?

Transform your customer service operations with an AI receptionist that handles calls 24/7, reduces staff workload, and improves customer satisfaction.

Schedule AI Demo