Abacus.AI is a pioneering startup operating in the artificial intelligence (AI) sector, specifically in machine learning (ML) and large language model (LLM) operations. The company's unique selling point is its end-to-end platform where AI, rather than humans, constructs applied AI systems and agents. This is achieved through the use of generative AI and novel neural network techniques, which enable the AI to process and transform data, select the most effective algorithm, train, deploy, and monitor models.

The platform is designed to serve data science teams, providing them with a tool that can increase their productivity tenfold. It does this by taking on the 'heavy lifting' of data processing and transformation, allowing the teams to focus on supervising and evaluating the results.

Abacus.AI's platform is versatile, capable of handling a wide range of use-cases including language processing, forecasting, predictive modeling, and personalization. It also offers features such as data wrangling and exploratory data analysis (EDA), model building and iteration, and AI agents that monitor model deployments and drift in production.

The company's business model is service-based, offering expert consultation and a 'test drive' of their service to potential clients. It generates revenue by providing these AI services to data science teams, helping them to build AI systems and agents, and improve their data science capabilities.

Abacus.AI operates in the growing AI market, which is seeing increasing demand for efficient and scalable AI solutions. The company's innovative approach to AI system and agent building positions it well to capitalize on this market trend.

Keywords: Artificial Intelligence, Machine Learning, Large Language Model Operations, Data Science, Predictive Modeling, Generative AI, Neural Network Techniques, End-to-End AI Platform, AI Systems and Agents, AI Service Provider.