Customer Service Voice AI Agent
A Voice AI Agent for Restaurant Ordering and Service
| Client UK-Based Startup | Country United Kingdom |
| Project scope and technology Customer Service Voice AI agent for Restaurants React Native, ElevenLabs, Python, Node.js, GPT-4o Mini |
Industry Restaurant and Hospitality |
| Team Composition 2 Backend Developers, 2 Frontend Developers, 2 AI/ML Engineers, 1 QA, 1 Designer, 1 Project Manager | Work duration 6 Months |
The customer service voice AI agent for restaurants is an intelligent solution developed to automate answering incoming calls from customers for placing food orders. The voice agent transforms the manually handled task into an intelligent one by eliminating the dependency on human presence for attending customer food order calls.
Along with supporting real-time order taking, the customer service voice agent also integrates with the CRM to enable a personalized experience for the customer by recognizing their past orders and most ordered items. The agent also keeps customers informed by tracking order progress and sending WhatsApp and text-based notifications of the same.
The voice AI agent is trained on AI/ML models, which help it identify different names for the same menu items across regions. The agent’s source of information is a dedicated restaurant panel, from which the restaurant can manage and upload its menu directly.
The challenge that the client faced was the missing calls and losing orders that come with manually handling call-based takeaway orders. They wanted to develop an intelligent solution, which would receive customer calls throughout the working hours, even during busy hours, and engaged lines.
Apart from taking orders, the client also wanted the voice agent to integrate with CRM systems to offer personalized order assistance to the customers. Another factor emphasized by the client was to support WhatsApp and text-based messages to customers on the progress of their orders. They wanted the voice AI agent to be highly reliable and easy to scale as the business grows.
The process of developing the voice AI agent for customer service began with consulting sessions with the client. This helped our team understand the problem the client faced, the solution they wanted to build, analyze the technical landscape, requirements, and plan out a proper development roadmap.
Following the development strategy, our team of developers started working by defining the core conversational flows. They selected the right text-to-speech, speech recognition, and NLU models. This was followed by developing the user interface, which is the restaurant panel where the menu is uploaded.
After this, our dedicated developers started working on the focal point of the solution, the voice agent. They put special emphasis on factors like low-latency speech processing, natural conversation handling, and AI/ML training for identifying items with their regional names. Once the voice agent was trained, the next step carried out by our developers was linking the agent with CRM systems. Along with this, integration with payment gateways, WhatsApp, and SMS channels.
After this, our team connected the frontend, backend, and integration dots to bring the bigger picture to life. This was followed by testing of the customer service voice agent, validation with the client, and deployment. Post-deployment, monitoring was carried out to ensure the voice agent performs smoothly.
The result of our development dedication is a customer service voice agent that transforms restaurant order taking to a whole different level. The intelligent agent eliminated manual dependency for taking phone calls for orders, connecting with multiple customers during busy hours, and delivering personalized suggestions based on linked CRM. The agent also enables menu uploading on a restaurant panel, supporting placing orders based on regional and local item names.
Along with this, the Voice agent integrates with payment gateways, WhatsApp, and SMS channels, which allow customers to make online payments and receive notifications on the progress of their orders. In practice, the customer service voice agent attends each call, confirms order type, manages payment, and proceeds with forwarding the order to the kitchen. The agent also records and transcribes every call to establish defined accountability.
Quytech really stood out as the right technology partner. Not only did their team keep us in the loop from start to finish, but they also maintained utmost transparency, which we really appreciated. The customer service voice agent they developed delivered measurable results and filled the gaps that we highlighted during our consultation phases. In terms of scalability as well, the voice agents are a solution we can rely on. We definitely recommend Quytech.
We understand your project perspective to convert your amazing ideas into reality. Usher your business into a futuristic realm with our high-quality development services.
We understand your project perspective to convert your amazing ideas into reality. Usher your business into a futuristic realm with our high-quality development services.
Reach Us