Inspiration

Orderly is an AI-powered solution designed to revolutionize the drive-thru experience, addressing the high-demand environment where 60% to 70% of fast food sales occur. By leveraging advanced voice technology and Large Language Model (LLM) agents, Orderly streamlines the ordering process, reducing human error, cutting operational costs, and improving transaction efficiency. It offers smooth, human-like interactions that ease the burden on drive-thru operators while enhancing customer satisfaction. This innovation promises to transform drive-thru operations, creating a faster, more accurate, and user-friendly experience that benefits both restaurant owners and customers.

From Orderly, you, no matter you are a customer or an owner, will get:

Smooth transaction drive-thru experience
Lower employment cost
Higher ordering efficiency

What it does

Orderly is an AI-powered voice assistant that allows customers to place, modify, and manage their drive-through orders using natural conversation. It handles everything from adding items to the cart to clearing orders when needed, all through hands-free, real-time voice interaction. The system can process multiple items, handle special requests, and ensure orders are accurate before submission.

How we built it

We built Orderly using a combination of modern web technologies and AI services. The frontend is a React-based interface that uses Socket.IO for real-time communication. On the backend, we used Flask with Socket.IO to handle voice data and order processing. For speech recognition and natural language processing, we integrated third-party APIs like Deepgram to transcribe audio and generate responses. The cart and order management system is powered by a Flask-based API that manages the state of the customer's order.

Challenges we ran into

One of the biggest challenges was ensuring accurate speech recognition, especially in noisy environments like drive-throughs. Handling complex or ambiguous customer requests also required fine-tuning the natural language processing and conversation flow. Additionally, ensuring smooth real-time communication between the frontend and backend, while processing voice data efficiently, was a technical hurdle we had to address.

Accomplishments that we're proud of

We’re proud of successfully creating a voice-driven system that can handle real-time order management with high accuracy. The seamless integration between voice input, order processing, and cart management is a major achievement. Additionally, we were able to implement features like order modifications and clearing the cart, which bring real-world value to the drive-through experience.

What we learned

We learned a lot about the challenges of working with voice recognition in noisy environments and how to optimize AI models for better accuracy. We also gained valuable experience in real-time communication technologies, including Socket.IO, and how to build scalable, responsive APIs. Most importantly, we learned the importance of designing intuitive, user-friendly systems for end-users who may not be tech-savvy.

What's next for Orderly

Moving forward, we plan to improve Orderly by incorporating more advanced AI features, such as personalized order recommendations based on previous history and dynamic upselling. We also aim to refine the speech recognition system to handle accents and dialects better. Expanding Orderly to integrate with popular POS systems and testing it in real-world drive-through environments are also on our roadmap.