Abacus.AI Introduction

Abacus.AI operates through multiple integrated components and capabilities. For custom AI development, it allows organizations to create AI agents and workflows that can connect to both structured and unstructured data sources. The platform handles the entire machine learning process from data ingestion and model training to deployment and monitoring. Users can leverage its feature store for data management, vector store for efficient data retrieval, and custom fine-tuning capabilities for LLMs. The platform also includes specialized modules for different AI applications like anomaly detection, vision AI, forecasting, and personalization. Through its AI-assisted approach, it automates complex tasks using pipelines and provides a data science co-pilot that helps build and optimize AI models.