Cohere

Cohere is an enterprise-focused AI company that builds foundation models optimized for retrieval, search, and business workflows. Founded by former Google Brain researchers including Aidan Gomez (a co-author of the original Transformer paper), Cohere differentiates from consumer-facing competitors like OpenAI and Anthropic by focusing specifically on enterprise deployment—offering models that can be run on-premises, fine-tuned on proprietary data, and integrated into existing business systems.

Cohere's Command and Embed model families are particularly strong in retrieval-augmented generation (RAG) and semantic search—capabilities that are essential for grounding AI agents in real enterprise data rather than hallucination.

In the Seven Layers of the Agentic Economy, Cohere sits at Layer 4: Foundation Models & Intelligence, in the Language & Reasoning subcategory. While frontier labs compete on general reasoning benchmarks, Cohere represents an important alternative path: models purpose-built for the enterprise workflows that most of the business world actually runs on.