Cohere

TL;DR Cohere is a leading enterprise AI company focused on building powerful large language models, retrieval systems, and secure private cloud deployments explicitly tailored to business needs.

Cohere is one of the most important companies in the enterprise AI landscape, developing advanced large language models and retrieval technologies designed for real-world business applications. Unlike frontier labs focused on general-purpose AI, Cohere specializes in secure, privacy-conscious deployments that allow enterprises to integrate AI without exposing sensitive data. With its emphasis on retrieval, embeddings, private hosting, and multilingual models, Cohere has become a trusted partner for companies that need AI performance without compromising security or control.

Founded by former Google Brain researchers, Cohere builds AI systems optimized for production-scale enterprise use. Its technology focuses on three core pillars:

Enterprise-Ready Language Models

Cohere’s Command and Embed model families are engineered for:

• text generation

• summarization

• classification

• multi-language operations

• enterprise-scale reliability

These models are optimized for business reasoning and structured outputs rather than open-ended chat.

Retrieval and Embeddings

One of Cohere’s biggest strengths is its embedding technology, widely used for:

• semantic search

• retrieval-augmented generation (RAG)

• document intelligence

• recommendation systems

• knowledge base automation

Its multilingual embeddings are considered among the best available for large organizations operating across global markets.

Secure, Flexible Deployment Options

Cohere prioritizes privacy-focused deployments including:

• private cloud

• virtual private networks

• on-premise hosting

• enterprise-controlled infrastructure

This makes Cohere an ideal choice for organizations with strict compliance, regulatory, or data-sovereignty requirements.

AI for Business Workflows

Cohere’s models power applications like:

• customer support automation

• internal knowledge search

• content moderation

• real-time translation

• financial and legal document processing

The company’s approach is pragmatic: build AI tools that integrate seamlessly into existing business ecosystems rather than replacing them.

Partnerships and Ecosystem

Cohere collaborates with major cloud providers, Fortune 500 enterprises, and global institutions to implement AI solutions that scale reliably and securely.

• Developed the Command family of enterprise-grade language models optimized for reliability, instruction-following, and business reasoning.

• Built world-class multilingual embeddings widely used for search, RAG, and knowledge retrieval.

• Delivered robust retrieval architectures trusted by large organizations handling complex, high-volume data.

• Became a leader in privacy-first deployments, offering on-prem and private-cloud AI solutions.

• Expanded global access to LLMs through strong partnerships and multilingual model support.

• Created AI tools designed specifically for enterprise productivity, automation, and knowledge access.

• Assembled a research team with roots in Google Brain and academic AI communities, driving continuous innovation.