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

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

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  • Cohere Labs

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  • Future(s) of Work

    How will AI change the way we work?

  • Aya Models

    Multilingual AI at scale

  • All Papers


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    Finding the new generation of ML talent

  • Open Science Community

    Championing global, open science

  • Catalyst Grants

    Supporting impactful ML endeavors


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  • Hugging Face

  • Events


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The future of work debate has an evidence problem
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Future(s) of Work

Navigating AI’s impact on work

By examining how jobs and technology are transforming, we aim to enable pathways to build meaningful futures of work.

Read our latest

new release

Introducing the Agentic Task Ecosystem: A dataset illustrating the MCP landscape

By mapping AI tools to real occupational tasks, ATE makes automation's workplace impact searchable and actionable.

  • 694,000+ executable tools analyzed across public MCP directories
  • Built from 123,000 public MCP servers across 7 directories
Explore the ecosystem
Read the blog
Image for Aesthetics Purposes

RESEArch paper

The Future of Work has an evidence problem

Is AI coming for your job? We investigated the numbers to reveal their accuracy and understand how we can fill in the gaps.

Read the blog
Read the paper
Image for Aesthetics Purposes
Image for Aesthetics Purposes

Investigate the landscape

We are all a part of the future of work. Explore our interactive articles to understand how your occupation could transform.

Image for Context

Labor map

Explore O*Net, the main dataset used to understand US labor, and how you’re reflected in it.

Image for Context

The MCP landscape

Discover where work automation tools exist, and how they’re distributed in the real world.

Image for Context

Understanding expertise

See the parts of your job connected to automation, and understand how that could transform your work.

Our approach

Through multidisciplinary research we bridge theory and practice to ensure our research becomes a catalyst for action.

Multidisciplinary

The future of work is multi-dimensional, requiring a multidisciplinary approach. Our team combines ML, economics, design, and ethics expertise to tackle this challenge.

Impact-Focused

The artifacts we release empower people to shape AI in the workplace through creating tools and evidence that give them agency.

Collaborative

To deliver meaningful action, we bridge researchers, policymakers, and developers to shape better AI decisions.

Building the Future(s) of Work at Cohere Labs