iterative.ai

Iterative.ai develops open-source and enterprise tools for machine learning (ML) and AI workflows, focusing on data management, versioning, experiment tracking, and scalable data processing. The company aims to enhance collaboration on ML projects by applying software engineering best practices, such as version control for data, models, and experiments.

Their flagship project, DVC (Data Version Control), is a Git-like system designed for organizing data science and ML projects. Iterative.ai also offers DataChain, an open-source tool for data preparation and processing that supports unstructured data handling and integrates with local ML models and LLM APIs. Additional offerings include Iterative Studio, a web app for experiment tracking and data management, and various tools for fine-tuning LLMs and scaling datasets in GenAI use cases. The company promotes a developer-first approach, ensuring ease of use and integration with popular development environments.