Command A Reasoning is Cohere's flagship large language model for enterprise workloads that demand deliberate, multi-step thinking. Positioned as a dedicated reasoning system, it targets agentic workflows, tool use, and the kinds of structured analytical tasks where a general chat model tends to fall short, including comprehensive question answering, intricate document review, and the construction of well-formed arguments from complex source material.

Built at a 111-billion-parameter scale and engineered with a 256,000-token context window, the model is suited to long-document analysis and large-scale data work where retaining the full picture across many sections matters as much as step-by-step logic. Its emphasis on enterprise reasoning and agentic orchestration makes it a natural fit for organizations that need a single backbone for research synthesis, policy or contract review, and tool-augmented automation pipelines that have to reason carefully before acting.