integrate.ai is a platform that enables data science collaboration at scale without moving data. It leverages federated learning to allow data scientists to train advanced models while maintaining data privacy. The platform connects data and analytics providers with enterprise customers in a shared environment, supporting the evaluation of multiple data products across providers.