The Cocoa Plan is an initiative dedicated to improving the livelihoods of cocoa farmers and ensuring a sustainable cocoa supply chain. It involves training farmers in good agricultural practices, providing access to healthcare and education, eliminating child labor from cocoa farms, and promoting environmentally friendly farming techniques.