Command A Vision

Command A Vision extends Cohere’s Command A line into multimodality by adding a strong visual encoder to the language backbone. This lets the model “see and read” documents, dashboards, photos, and UI screenshots while following detailed instructions. It generates grounded explanations and can return structured outputs such as JSON, making it suitable for RAG pipelines, agent workflows, and domain-specific automations. The model handles fine-grained OCR, layout understanding, multi-image reasoning, and can cross-reference text and visual cues.

For production, it supports tool/function calling, schema-consistent formatting, and token streaming, so developers can build assistants that respond quickly and reliably. Teams typically fine-tune Command A Vision on their own images—contracts, forms, medical charts, or UI states—to capture domain nuance. Because it runs on Cohere’s enterprise stack, it integrates with guardrails, observability, and secure deployment controls. If you need a multimodal assistant that balances reasoning quality with predictable performance and structured outputs, Command A Vision is Cohere’s go-to model.