Cohere offers a suite of high-performance language models and retrieval systems — including generative models, multilingual models, embeddings, and reranking — designed for real-world applications. Its product set includes platform features for search, discovery, and workplace productivity alongside model families optimized for generation and semantic understanding.

The company emphasizes strong data protection and flexible deployment, with options such as dedicated virtual private clouds, on-premises installations, and air-gapped environments. Teams can fine-tune or train models on proprietary data to create tailored solutions that integrate with existing systems.

Developers get API access, extensive documentation, a Playground for experimentation, and resources from Cohere Labs and community programs. The platform targets cross-industry use cases across technology, finance, healthcare, manufacturing, energy, and the public sector.