Impact Stories

From pilots to proof, AI impact in the real world

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Showing 11 Impact Stories

Farmers for Forests: AI-Powered MRV for Smallholder Agroforestry Carbon Verification

Farmers for Forests: AI-Powered MRV for Smallholder Agroforestry Carbon Verification

Agroforestry and trees outside forests (AF-TOF) are increasingly recognised as vital for climate resilience, soil restoration, and rural livelihoods i...

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India
2023
FarmCloud: AI Chatbot for Smallholder Farmer Advisory and Sustainable Agriculture

FarmCloud: AI Chatbot for Smallholder Farmer Advisory and Sustainable Agriculture

Smallholder producers often face limited access to timely, reliable, and localised agricultural knowledge. Challenges such as climate variability, pes...

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Indonesia
2024
FarmerChat: AI-Powered Agricultural Advisory for Inclusive Growth and Climate Resilience

FarmerChat: AI-Powered Agricultural Advisory for Inclusive Growth and Climate Resilience

Smallholder farmers produce a significant share of food in India and low- and middle-income countries, yet they face persistent barriers to productivi...

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India
2023
Shamba Records: AI-Powered Farmer Intelligence for Inclusive Credit, Advisory, and Climate-Resilient Agriculture

Shamba Records: AI-Powered Farmer Intelligence for Inclusive Credit, Advisory, and Climate-Resilient Agriculture

Across Africa, over 60% of the population depends on smallholder agriculture, yet more than 70% of smallholder farmers remain excluded from formal fin...

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Kenya
2021
farmbetter: Digital AI-Driven Climate Resilience for Smallholder Farmers

farmbetter: Digital AI-Driven Climate Resilience for Smallholder Farmers

Smallholder farmers in Africa and India face increasing climate variability, pest outbreaks, soil degradation, and limited access to timely, localised...

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Kenya
2026
KhetScore: AI-Driven Analytical Tool for Inclusive Agricultural Finance Services

KhetScore: AI-Driven Analytical Tool for Inclusive Agricultural Finance Services

Smallholder farmers in India are increasingly vulnerable to climate shocks and financial exclusion. 7 out of 10 smallholders admit lack of access to f...

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India
2019
DeHaat: AI-Driven Crop Intelligence for Crop Planning and Advisory

DeHaat: AI-Driven Crop Intelligence for Crop Planning and Advisory

Smallholder farmers in India increasingly face climate volatility, pest outbreaks, and rising input costs, while most advisory systems remain generic,...

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India
2024
FarmAdvice: Closing the 1:50,000 Extension Gap via Voice-First AI

FarmAdvice: Closing the 1:50,000 Extension Gap via Voice-First AI

In Sub-Saharan Africa, the agricultural extension gap is a critical barrier to food security, with farmer-to-officer ratios reaching an unsustainable ...

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Nigeria
2024
TRST01Chain: AI-Enabled Traceability for Deforestation-Free Agriculture and Carbon Markets

TRST01Chain: AI-Enabled Traceability for Deforestation-Free Agriculture and Carbon Markets

Global agricultural supply chains and carbon markets face persistent challenges including fragmented smallholder data, deforestation risk, weak monito...

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Côte d’Ivoire
2023
KATHIR: AI-Powered Digital Public Infrastructure for Farmers, Officers, and Policy Makers with Plot-to-State Level Monitoring

KATHIR: AI-Powered Digital Public Infrastructure for Farmers, Officers, and Policy Makers with Plot-to-State Level Monitoring

Farmers and agriculture departments across India face persistent challenges due to fragmented data systems, limited real-time field visibility, and de...

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India
2023
MahaVISTAAR: Connecting Smallholder Farmers with Digital Services

MahaVISTAAR: Connecting Smallholder Farmers with Digital Services

India’s agricultural ecosystem is characterised by fragmented service delivery, siloed digital platforms, and uneven access to timely, localised infor...

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India
2024