Skip to content

The state of sovereign AI adoption: What enterprise leaders need to know.

Products
Solutions
Resources
Blog
Research
Company

Platform

North
Enterprise-ready AI for business
Compass
Intelligent search and discovery

Models

Command
New
Generative language models
Transcribe
New
Speech recognition model
North Mini Code
New
Agentic coding model
Embed
Search and discovery model
Rerank
Semantic search ranking

Models Overview

Product

Products Overview
Total Cost of AI Ownership
Pricing

Featured

Command: High-performance generative AI models for real-world applications

Deploy

Model Vault
Dedicated model inference platform
Private Deployments
On-prem or isolated VPCs
Security
Protect your data at every stage

See deployment options

By Industry

Financial Services
Public Sector
Technology
Telecommunications
Energy and Utilities
Healthcare and Life Sciences
Manufacturing

Featured

Model Vault provides fully-isolated, performant inference with Saas simplicity

Insights

Customer Stories

For Developers

Developers
Models Overview
Docs
Discord
LLM University

Connect

Partners
Events
Webinars
Merch Store

Featured

How CoreWeave used Cohere North to transform its customer support in 90 days

Blog
The latest news, launches, and insights

Read more

The state of sovereign AI adoption in 2026
Cohere and the University of Waterloo launch partnership to strengthen Canada’s AI talent pipeline
Introducing North Automations: Intelligent workflow orchestration

Research

Cohere Labs
Cohere’s ML research lab

Explorations

Future(s) of Work
How will AI change the way we work?
Aya Models
Multilingual AI at scale
All Papers

Initiatives

Research Scholars
Finding the new generation of ML talent
Open Science Community
Championing global, open science
Catalyst Grants
Supporting impactful ML endeavors

Resources

Blog
Hugging Face
Events

Featured

The future of work debate has an evidence problem

About
Careers
Newsroom

Platform

North
Enterprise-ready AI for business
Compass
Intelligent search and discovery

Models

Command
New
Generative language models
Transcribe
New
Speech recognition model
North Mini Code
New
Agentic coding model
Embed
Search and discovery model
Rerank
Semantic search ranking

Models Overview

Product

Products Overview
Total Cost of AI Ownership
Pricing

Featured

Command: High-performance generative AI models for real-world applications

Deploy

Model Vault
Dedicated model inference platform
Private Deployments
On-prem or isolated VPCs
Security
Protect your data at every stage

See deployment options

By Industry

Financial Services
Public Sector
Technology
Telecommunications
Energy and Utilities
Healthcare and Life Sciences
Manufacturing

Featured

Model Vault provides fully-isolated, performant inference with Saas simplicity

Insights

Customer Stories

For Developers

Developers
Models Overview
Docs
Discord
LLM University

Connect

Partners
Events
Webinars
Merch Store

Featured

How CoreWeave used Cohere North to transform its customer support in 90 days

Blog
The latest news, launches, and insights

Read more

The state of sovereign AI adoption in 2026

Cohere and the University of Waterloo launch partnership to strengthen Canada’s AI talent pipeline

Introducing North Automations: Intelligent workflow orchestration

Research

Cohere Labs
Cohere’s ML research lab

Explorations

Future(s) of Work
How will AI change the way we work?
Aya Models
Multilingual AI at scale
All Papers

Initiatives

Research Scholars
Finding the new generation of ML talent
Open Science Community
Championing global, open science
Catalyst Grants
Supporting impactful ML endeavors

Resources

Blog
Hugging Face
Events

Featured

The future of work debate has an evidence problem

About
Careers
Newsroom

Nov 01, 2022

3 minutes read

Topic Modeling with BERTopic - Talking Language AI Ep#1

Blog Post Featured Image

Written By

Jay Alammar

Director, Engineering Fellow

Tags

AI for Developers
Past Events

Share

AI isn’t a shortcut.
It’s how business gets ahead.

Written By

Jay Alammar

Director, Engineering Fellow

Tags

AI for Developers
Past Events

Share

AI isn’t a shortcut.
It’s how business gets ahead.

Ready to put AI to work?

Platforms

North
Compass
Product Overview

Models

Command
Transcribe
Embed
Rerank
Aya
Model Overview
Customization
Pricing

Industries

Financial Services
Public Sector
Telecommunications
Technology
Energy and Utilities
Healthcare and Life Sciences
Manufacturing
Solutions Overview

Deployment

Model Vault
Private Deployments
Security
Deployment Options

Resources

Blog
Customer Stories
Developers
Documentation
LLM University
Help Center

Connect

Research
Partners
Events
Webinars

Company

About
Careers
Newsroom

Legal

Legal Center
Trust Center
Privacy Policy
Terms of Use

Platforms

North
Compass
Product Overview

Models

Command
Transcribe
Embed
Rerank
Aya
Model Overview
Customization
Pricing

Industries

Financial Services
Public Sector
Telecommunications
Technology
Energy and Utilities
Healthcare and Life Sciences
Manufacturing
Solutions Overview

Deployment

Model Vault
Private Deployments
Security
Deployment Options

Resources

Blog
Customer Stories
Developers
Documentation
LLM University
Help Center

Connect

Research
Partners
Events
Webinars

Company

About
Careers
Newsroom

Legal

Legal Center
Trust Center
Privacy Policy
Terms of Use

Cohere ©2026

English
日本語
한국어
Français
Deutsch