Embed 4 is a generative AI model designed to enhance conversational experiences by utilizing a search engine connected to proprietary company information, thereby improving answer accuracy and reducing hallucinations. It stands out for its enterprise-grade efficiency and ability to scale for large organizations while offering up to 83% savings on data storage costs through compressed embeddings. This model supports various vector formats and dimensions, with performance metrics measured by NDCG@10. Embed 4 seamlessly integrates with North, a secure AI agents platform, and is part of a vertically integrated technology stack that allows for data integration across workplace tools and the creation of custom AI agents. Available on Cohere’s platform, Microsoft Azure AI Foundry, and Amazon SageMaker, it offers private deployment options and is praised for its ability to enhance agentic capabilities by grounding responses in contextualized data, crucial for developing autonomous, reliable AI agents.