AI- Powered Menu Management System – Mtiply, Developed by Biz4Group

Check out the robust AI-powered Menu Management System, for virtual restaurants, built by Biz4Group. Now optimizing the menu is a seamless task with Mtiply. Know your customers’ taste in a snap!

mtiply-banner

OVERVIEW

Project Overview

Mtiply, is an AI-based menu management system, built for virtual restaurants or cloud kitchen set up. Your menu is optimized as per what customers want to taste or what is running in the trend. Not only this, but the admin also has the access to customize Menu as per his research on the Menu list and the availability of the ingredients in the restaurant.

Key Features

virtual-kitchen-setup

01.

Virtual Kitchen Setup

Setting up your own virtual restaurant is seamless now. You can set up your virtual kitchen from your end by filling basic details like Restaurant name, Menu list, Phone number, Country, etc.

02.

Menu Item Generation with the Help of AI

The AI suggests unique, and appealing menu items by analyzing customer choices, dietary trends, and ingredient availability. This reduces food waste, and ensures a trend-responsive culinary experience.

menu-item-generation-with-the-help-of-ai
custom-modifiers-for-the-menu

03.

Custom Modifiers for the Menu

As an admin, you can also customize Menu for your virtual restaurant, wherein you can either upload a document of Menu prepared from your end or edit on the portal itself, giving details on ingredients and price.

Features at a Glance

  • trumanRestaurant Onboarding, Promotion

    trumanSuggestion for best suitable menu, category

    trumanPromotion of cloud kitchen- Existing and new

    trumanVirtual Kitchen Setup- dashboard

    trumanUpload Restaurant’s Menu

    trumanReject Menu Option

Challenges and Solutions

Here are some challenges that our team encountered, while working on the project:

Matching and Reconciling Data

Challenges

Data Handling

  • Efficiently matching new data uploads with existing database records.


  • Managing conflicts and duplicates during data merging.

SOLUTIONS

Use unique identifiers to match and reconcile data accurately.

Implement a clear conflict resolution strategy to handle duplicates and inconsistencies.

Optimizing AI Efficiency

Challenges

AI Integration:

  • Ensuring the AI is well-trained to provide relevant and creative menu suggestions.


  • Making sure AI-generated items are practical and attractive to restaurant owners.

SOLUTIONS

Use a diverse dataset for training to cover a wide range of menu options and styles.


Implement context-aware algorithms to generate suggestions that are practical for specific types of restaurants.

Technology Stack

Next

It is a real-time JavaScript framework, developed by Vercel. Developers can create React applications, with features like SSR, SSG, and API routes, i.e. server-rendered React applications. Some of the features of Next are: SSR (Server-Side Rendering), SSG (Static Site Generation), API Routes, Fast Refresh, CSS and SASS Support.

MongoDB

It is a powerful database solution to handle a various range of data storage and management needs. Some of the basic features covered by this solution are Document Model, Schema-less, scalability, rich query language, etc.

Node

Node.js applications are used in server side and networking. It is a cross-platform script operating environment, which is used to run JS scripts beyond a browser environment.

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