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AI-assisted data science platform to build ML systems and AI agents at scale. They use generative AI to process and transform the data, choose the best algorithm, and train, deploy and monitor models for a wide array of use-cases.
Published February 23, 2024
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Updated August 14, 2024
Oil & Gas
Product Overview
Overview
Abacus.AI is the world’s first AI platform where AI, not humans, builds Applied AI agents and systems at scale. Using generative AI and other novel neural net techniques, AI can build LLM apps, generative AI agents, and predictive applied AI systems at scale.
Business Model
Pricing for Abacus.AI is an annual subscription fee based on what types of models the client wants to deploy to production, with an enterprise rate for unlimited use of the platform. Most companies start with one use case (e.g. forecasting), and then add others over time. The price per use case in production decreases as the number of use cases increases.
Technology Innovations
The major differentiators of Abacus.AI are:
- One integrated platform for the entire data science and generative AI life cycle - most competitors require multiple products and/or services that must be integrated together to achieve the same capabilities.
- Automated deep learning for most common enterprise use cases that empowers companies to build use cases quickly and free data scientists to build custom models.
- Embedded generative AI capabilities to help users work with data, generate code, build models, and deploy/manage models with ease.
- Turnkey generative AI platform with automated OCR capabilities, automated RAG and vector store creation, the ability to compare all LLMs to find the best LLM for each use case, one click deployment, a customizable front end, and MS Teams and Slack integration - greatly reducing the amount of expertise and effort needed to quickly build sophisticated GenAI models and agents.
Applications
Many companies underestimate the amount of expertise, effort and resources required across the data science and generative AI life cycle. As a result, they are unable to develop AI at the speed required by the business and spend their time building a platform.
Abacus.AI addresses this problem with a fully integrated platform that uses AI to bridge the gaps related to expertise and resources and automates many of the needed tasks. Data Scientists can talk to their AI assistant, or directly use the state-of-the-art platform, taking away tedious tasks and manual work from them. With Abacus.AI, companies can deploy models in weeks instead of months or years, and can focus on using AI to drive a competitive advantage.