Cohere. @cohere

Cohere is an enterprise-focused AI company whose model families — Command for generation, Embed for retrieval, and Rerank for relevance — are built around enterprise search, retrieval-augmented generation, and multilingual business workloads. Cohere is distinctive for meeting enterprises where their data lives, including private and on-premises deployment.

Through Scrums.com, Cohere's models become a governed part of your stack. Scrums.com delivery teams integrate them into your search, RAG, and agent systems — with evals, guardrails, and cost and outcome tracking on the SEOP.

Command generation models

The Command family handles enterprise text generation — chat, summarisation, tool use, and RAG-grounded answers over business data.

Embed retrieval models

Embed models turn documents and queries into vectors for semantic search and retrieval across large multilingual corpora.

Rerank relevance models

Rerank models re-order search results by true relevance, sharpening retrieval quality in search and RAG pipelines.

Private deployment

Cohere's models can run in your virtual private cloud or on-premises, keeping sensitive data inside your security boundary.

1. Scope. Scrums.com assesses which Cohere models fit your search, RAG, and generation use cases, alongside your data, residency, and compliance requirements.
2. Integrate. Scrums.com engineers wire Cohere's API — or a private deployment — into your products, pipelines, and agents with evals and guardrails.
3. Operate. Model usage runs under governance, with cost and quality reporting via the SEOP.

Cohere's models are offered through an enterprise API, through major cloud marketplaces, and as private deployments in your VPC or on-premises environment. Model usage is contracted with Cohere or your cloud provider; Scrums.com delivers the integration, governance, and operation around it.

Are Cohere's models open weights or hosted API?

Cohere's commercial families are accessed as a hosted API or licensed for private deployment; its research arm has published open-weight models separately. For enterprise production use, the API and private-deployment routes are standard.

What does a deployment need?

A Cohere account and API keys, a cloud marketplace subscription, or — for private deployment — infrastructure inside your VPC or data centre, plus scoped access to the data sources your search and RAG pipelines will index.

Where does our data flow?

Hosted usage flows to Cohere's endpoints or stays within your cloud provider's environment via marketplaces; private deployments keep documents, queries, and outputs entirely inside your boundary. Scrums.com designs the deployment so the data path matches your compliance requirements.