# AI for Agriculture Innovation (AI4AI)

To scale deep-tech agriculture solutions globally and impact 2 million farmers, including 30% women through community-led transformation by 2028.

[Learn more](https://weforum.box.com/s/fzzi4y99837kah7m5dshat8dbaaxrtns)


## Driving digital transformation in agriculture through global partnerships and farmer-first innovation.

[About AI4AI](https://initiatives.weforum.org/ai4ai/about)


**150+** Organizations Engaged

**8,95,000** impacted through policies and programmes

**5** countries driving agricultural impact through global partnerships


## Spotlight

Recent Highlights on AI for Agriculture Innovations (AI4AI)


## Featured Content

### Understanding Generative AI in Agriculture: From Potential to Practice

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### Briefing Paper on "Scaling Digital Technologies for Women in Agriculture:   The Case of Coffee

[Read more](https://reports.weforum.org/docs/WEF_Scaling_Digital_Technologies_2026.pdf)

### AI4AI report on " Shaping the Deep Tech in Agriculture"

The report explores the potential of seven promising frontier technologies - Gen AI, Computer Vision, Robotics, Edge IoT, Satellite-enabled remote sensing, CRISPR, and Nanotechnology, in building more resilient, efficient, and sustainable agricultural supply chains.

[Read more](https://www.weforum.org/publications/shaping-the-deep-tech-revolution-in-agriculture/)

### AI4AI & C4IR Malaysia Collaborate to Accelerate Digital Agriculture

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[Read more](https://initiatives.weforum.org/ai4ai/about-2)

### Beyond data: How to unlock agriculture's full potential

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[Read more](https://www.weforum.org/stories/2025/05/beyond-data-how-to-unlock-agriculture-full-potential/)


## Shaping the Deep-Tech Revolution in Agriculture

Global agriculture is at a breaking point. Climate change, resource degradation, an ageing farming workforce, geopolitical instability, and rising food demand are creating systemic risks. Incremental solutions are no longer enough - securing the future of food requires a deep-tech transformation.


*Featured content carousel*


## Our Thematic Priorities


### Efficient Agri Supply Chains

Reimagining farm-to-market systems to reduce losses, improve transparency, and ensure farmers get better value for their produce.


### Climate Resilience & Natural Resource Sustainability

Building future-ready agriculture by strengthening resilience to climate shocks while protecting water, soil, and biodiversity.


### Technology for Women in Agriculture

Empowering women in agriculture by unlocking private sector to invest in women as users of tech and channels for delivery.


## Turning Vision into Action

We translate strategic priorities into tangible and scalable outcomes through:


### Global Convenings

Creating platforms for multi-stakeholder dialogue, collaboration and collective action.

[Link](https://initiatives.weforum.org/ai4ai/custom-4)


### Knowledge Products

Producing thought leadership, research and strategic insights to inform agriculture ecosystems and policy.

[Link](https://initiatives.weforum.org/ai4ai/resources)


### Impact

Advancing scalable and inclusive agricultural transformation through AI and deep-tech innovation.

[Link](https://initiatives.weforum.org/ai4ai/impact-stories)