Cohere
What is Cohere?
Cohere is an enterprise AI platform for teams that need secure search, agents, and private deployments across workplace systems. It combines North, Compass, Command, Transcribe, Embed, and Rerank to support generative workflows, document retrieval, speech transcription, and search quality. Customers include Oracle, Dell Technologies, RBC, and Asana. Pricing includes North and Compass on custom plans, plus Model Vault options starting at $2,500/month.
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At a glance
- Cohere is best for enterprise teams that need secure AI for search, agents, and private deployments.
- North Custom; Compass Custom
What does Cohere do?
Cohere runs enterprise AI across workplace systems, generative models, and retrieval workflows so teams can move from prototypes to production. North combines an intuitive interface with purpose-built generative models, intelligent search, and AI agents for routine tasks and complex workflows. Compass adds pre-built data connectors, document parsing, and a managed index to surface insights from business content, while Command, Transcribe, Aya, Embed, and Rerank cover language generation, speech transcription, multilingual research, multimodal retrieval, and search quality. At scale, Cohere says it has raised nearly $1 billion across four major funding rounds, built Cohere Labs with 4,500+ community members, and published over 100 research papers. Cohere also supports private deployments, including VPC, on-premises, and dedicated Model Vault options, for teams that need tighter control over data and infrastructure.
Why use Cohere?
- Cohere combines models, retrieval, and workplace tools, so teams can build and deploy without stitching together separate vendors.
- Private deployment options let organizations keep AI closer to their own infrastructure, including VPC, on-premises, and dedicated hosting.
- Model Vault provides dedicated, fully managed inference with no shared resources or multi-tenancy overhead.
- Customer stories show measurable outcomes, including a 30% search-quality lift and a 90-day support transformation.
- Cohere Labs and its research output signal a product built on ongoing model development, not just packaged workflows.
Who is Cohere for?
- Enterprise platform teams who need AI that fits existing systems and governance requirements.
- Search and knowledge teams who want better retrieval across internal documents and business data.
- Customer support leaders who want to automate routine workflows and speed up resolution.
- Developers building production AI apps who need models, retrieval, and deployment options in one ecosystem.
- Security-conscious organizations who need private hosting and data control for AI workloads.
What are Cohere's key features?
North
Build and deploy custom AI apps with purpose-built generative models, intelligent search, and AI agents for routine tasks and complex workflows.
Compass
Connect pre-built data sources, parse documents, and manage an index for intelligent search across company content without building retrieval plumbing from scratch.
Command
Use Cohere's command models for enterprise text generation and workflow automation, with API access designed for production applications and private hosting.
Transcribe
Turn audio into text for searchable records and downstream AI workflows, helping teams process calls and meetings alongside Cohere's other models.
Embed
Create vector embeddings with Embed 4 Small and Embed 4 Medium to power semantic search, retrieval, and ranking across large document collections.
Rerank
Improve search relevance with Rerank 3.5 Medium, Rerank 4 Fast Medium, and Rerank 4 Pro, including fully managed deployment and self-serve model access.
Model Vault
Deploy models through Model Vault with fixed or flex pricing plans, no shared resources or multi-tenancy overhead, and integration with Cohere North.
Private hosting
Run models in private hosting or public/hybrid cloud setups for secure, scalable AI deployments that fit enterprise compliance and infrastructure needs.
What does Cohere integrate with?
- Slack
- Salesforce
- Notion
- Discord
- Google Drive
- GitHub
- Oracle
- Dell Technologies
- RBC
- LG CNS
- Fujitsu
- Bell
- Asana
- RWS
- SAP
- TD Bank
- Ensemble
- Second Front
- McKinsey & Company
- Accenture
- BambooHR
- STC
What are Cohere's use cases?
Enterprise platform governance
Enterprise platform teams use Cohere to add AI into existing systems without losing control, using Private hosting and Model Vault to keep workloads aligned with governance requirements. They can standardize deployment across internal apps while keeping sensitive data in a controlled environment.
Search across internal knowledge
Search and knowledge teams use Cohere to improve retrieval across documents and business data, combining Compass with Rerank to surface the most relevant answers faster. That helps employees find the right policy, file, or answer without digging through disconnected systems.
Support workflow automation
Customer support leaders use Cohere to automate routine workflows and speed up resolution, using North and Command to draft responses, route requests, and handle repetitive tasks. The result is shorter handle times and more consistent answers for customers.
Production AI app building
Developers building production AI apps use Cohere to assemble models, retrieval, and deployment in one ecosystem, relying on Embed and Rerank to improve search quality inside their product. They can move from prototype to production with fewer moving parts.
How does Cohere work?
- Connect your first data source in Compass, such as Google Drive, Slack, or Notion, so Cohere can index the content your team already uses.
- Parse documents and build a managed index, then use intelligent search to test whether employees can find the right answer in fewer steps.
- Choose the right model path in Model Vault or Frontier models, and pair it with Embed or Rerank for retrieval-heavy workflows.
- Launch North or Command to automate routine tasks, draft responses, or power internal assistants with out-of-the-box tools.
- Deploy in private hosting or a public/hybrid cloud setup, then monitor usage and refine prompts, search, and workflows as needs change.
How much does Cohere cost?
North
Custom- Interface
- Purpose-built generative models
- Intelligent search
- AI agents for routine tasks and complex workflows
Compass
Custom- Pre-built data connectors
- Intelligent search
- Document parsing
- Managed index
Frequently asked questions
What is Cohere?
Cohere is an enterprise AI platform for teams that need secure search, agents, and private deployments across workplace systems. It combines North, Compass, Command, Transcribe, Embed, and Rerank to support generative workflows, document retrieval, speech transcription, and search quality. Customers include Oracle, Dell Technologies, RBC, and Asana. Pricing includes North and Compass on custom plans, plus Model Vault options starting at $2,500/month.
How much does Cohere cost? Is it free?
Cohere has 8 paid plans: North at Custom, Compass at Custom, Model Vault: Embed 4 Small at $2,500.
What is Cohere used for? Who is it for?
Cohere is used for North, Compass, and Command. It's built for Enterprise platform teams, Search and knowledge teams, and Customer support leaders.
Does Cohere have an API and what does it integrate with?
Cohere doesn't publish a public API. It integrates with Slack, Salesforce, Notion, Discord, Google Drive, and 17 more.
Editor's read
Check whether your deployment needs Model Vault's dedicated setup or one of Cohere's private hosting options. If you need fixed infrastructure boundaries or no shared resources, verify the exact model and tier before committing.
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