AVAI BIO, INC.

Avant Technologies Inc. is a technology company that specializes in acquiring, creating, and developing advanced technologies using artificial intelligence (AI), and also provides information technology consulting services. The company considers itself an expert in AI-based information technology. Key acquisitions include Avant! AI and a Joint Venture and License Agreement with Ainnova Tech Inc. These acquisitions provide resources in full-stack software development, database management, data integration, project management, and cloud services. Avant aims to provide innovative and effective AI solutions that transform businesses and positively impact society, pushing the boundaries of AI technology to empower organizations. The company's technology is designed as a self-sustained system that prepares data from unlabeled information using Unsupervised Clustering, then analyzes it with various proprietary supervised learning techniques to improve data efficiency. Unsupervised learning pre-processes and extracts meaningful features from raw or unlabeled data, preparing them as inputs for the supervised learning model, which facilitates True Learning from Experience. This technique learns relevant information from many source domains, evaluates it, and applies it to related or different domains where information may be scarce, representing a true learning capability. Avant leverages knowledge from source domains to improve performance in other domains and for factual discovery/conclusion by learning data. Avant's Unsupervised learning techniques, such as clustering, identify groups or patterns in data to reach conclusions. Its supervised learning mechanism then creates new datasets (information) for further domains, improving classification and regression tasks, which is described as a true reasoning mechanism. On May 23, 2023, the company filed an application with FINRA to change its name and trading symbol.