What Cohere does
Cohere is an enterprise-focused AI company building foundation models and an end-to-end enterprise AI platform intended for secure deployment in organizations’ existing environments. The company’s product portfolio centers on models for text generation and multimodal tasks (Command, Transcribe), retrieval and search quality components (Embed, Rerank, and Compass), and a managed enterprise deployment stack (including Model Vault and private deployment options). Cohere positions its platform around security-first and privacy-preserving operation, emphasizing deployment controls such as VPC- and on-prem / isolated options rather than a fully public, general-purpose model experience. Its newer “North” platform is described by Cohere as a turnkey, agentic workplace AI layer that combines advanced retrieval with governance and control features for enterprise workflows.
Cohere’s go-to-market is primarily enterprise B2B: organizations use Cohere’s models and deployment options either through API-style consumption in their preferred environment or via dedicated, isolated inference through Cohere-managed infrastructure. Cohere also markets “North” as an enterprise-ready workspace and workflow layer, and it develops additional components (e.g., reranking and embeddings) to improve retrieval-augmented generation (RAG) quality in production settings.
Strategically, Cohere is in an active expansion phase across enterprise AI product surfaces and industry/sovereign deployment partnerships, with recent announcements spanning workplace automation features (North Automations), new model releases (e.g., North Mini Code, Command A+ and Rerank 4), ecosystem partnerships (e.g., NVIDIA, SAP), and verticalization via acquisitions (Reliant AI).