Crop Knowledge Grid
From bean to bar: AI to derisk the cocoa crisis
Cocoa witnessed an unprecedented price storm in 2024 & 2025 due to severe global supply shortage driven by devastating weather conditions in West Africa. Cocoa thrives in hot, humid tropical regions. The pods of the tree contain seeds (beans), the primary raw material for chocolate.
Major challenges
Cocoa is highly sensitive to climate change, which led to the recent price surge. Major diseases like Black Pod Disease, along with pests cause substantial crop losses annually. Despite the high value of the end product (chocolate), many smallholder cocoa farmers receive extremely low “farm-gate” prices for their beans and chronic poverty leads to underinvestment in farms.
Digitize cocoa value chain seamlessly with Cropin
- Enhance farmer engagement to drive sustainable cultivation
- Mitigate risks with Pest & Disease advisories
- Leverage AI and satellite-imagery to remotely monitor crops
- Gain predictive and prescriptive intelligence for data-driven decision making
- DEWS
- Black pod
- Mealy bug
- Tea mosquito bug
- Dieback
- Stem canker
- Irrigation advisories
Case in point: Rainforest alliance
- 80% accurate identification of black pod disease
- 1500kg of annual cocoa production by farmers
- Improved yield prediction accurate by up to 90%
- 3x growth in average yields of Ghanaian cocoa farmers
Global presence
Cocoa beans are the indispensable ingredient for chocolate, a multi-billion dollar global industry. Cocoa underpins a vast and complex global value chain that extends from small farms to multinational chocolate manufacturers, traders, and retailers. This chain creates millions of jobs and significant economic activity.
Ghana
Nigeria
Togo
India
Philippines
Vietnam
Georgia
Switzerland
Mexico
Nicaragua
Vanuatu
Brazil
Colombia
locations:
- Ghana
- British Indian Ocean territory
- Ghana
- Nigeria
- Togo
- India
- Philippines
- India
- Vietnam
- Georgia
- Switzerland
- Mexico
- Nicaragua
- Vanuatu
- Brazil
- Colombia
Other resources
Unlock smarter crop cultivation with Cropin. Make your food production, sourcing, and supply predictable, profitable, and sustainable.
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