Market Analysis on AI-Driven Natural Fragrance and Flavor

AIXFF TECH INC. is seeking to understand its position within the competitive landscape of AI-driven platforms for natural fragrances and flavors under a B2B model. The project aims to provide a comprehensive analysis of the current market, identifying key competitors and their offerings. Additionally, the project will explore user preferences and trends within the industry, focusing on how AI technology is being utilized to enhance product development and customer engagement. By leveraging classroom knowledge in market research and data analysis, learners will gain insights into the dynamics of the fragrance and flavor industry, particularly in the context of AI integration. The project will involve tasks such as gathering data on competitors, analyzing market trends, and synthesizing user feedback to inform strategic decisions for AIXFF TECH INC.

Artificial Intelligence & Machine Learning Application

Since the perfumers are expensive on salaries, we are planning to leverage AI to create fragrance formulas. So we can avoid high expenditure on payroll as well as speed up the creation process. Applications of AI technology include recommendation algorithms, AI customer service, formula creation based on customer's preferences and regulation compliance check. We would like to collaborate with students to apply the latest artificial intelligence (AI), large language model (LLM) and machine learning (ML) techniques to our existing dataset. Students will develop an AI / ML model related to any of the aforementioned applications. This will involve several different steps for the students, including: Conducting background research on our existing products and the dataset. Analyzing our current dataset. Researching the latest AI / ML techniques, such as DeepSeek R1, and how they could be applied to our data. Developing an AI / ML model that provides unique outcomes or insights into our data. Providing multiple solutions that can be applied to solve the same problem.

Website Page Creation

Our company sells thousands of products. Our current website requires updating to be a small e-commerce website with attractive design. We would like to collaborate with students to create new pages/designs that attract users navigate the site and can shop online directly. This will involve several different steps for the students, including: Identifying and researching useful web pages that can be included on our website. Creating new pages for the website, with our assistance in providing the content. Reviewing and updating old web pages to ensure consistency of information. Bonus steps in the process would also include: Recommending potential upgrades or features that can be included in the website

Mobile App UI / UX Design & Prototype

Our company would like to explore designing a prototype for an international mobile application version of our current web based product. We currently sell our product via the website and we would like to start to attempt to capture some of that user activity via a mobile application. Tasks may include: Conducting background research on our existing web application for the products. Identifying key areas of our current product and how they might translate to a mobile application. Learning and using various software design tools. Creation of a screen by screen UX / UI prototype of a native mobile application which can be used on both iOS and Android Conducting UX / UI testing with real potential users potentially involving paper prototypes or other software tools to support this