{"head":{"title":"AI for Agriculture: Crop Monitoring and Farm Ops | OceanLab","description":"AI for agriculture: satellite crop monitoring, stress alerts to triage and climate setpoints a grower approves. 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Vertical Farm Operations Platform with Human-Approved Climate Control","description":"Designed and built a clickable operations platform for an indoor vertical farm in Dubai growing leafy greens, herbs and microgreens across 3 warehouses: room health against recipe bands, a farm map down to every rack and tray, setpoint suggestions that a head grower must approve, and a lot trace from seed lot to customer.","category":"Agriculture / Vertical Farm Operations","client":"Bayt Khudra Farms"}}}],"frameworks":[],"useCases":[{"title":"Crop monitoring","detail":"Satellite index maps per field with cloud masked out, so agronomists see real stress and not weather.","studies":[{"slug":"rwamera","title":"Rwamera - Crop monitoring"}]},{"title":"Stress triage","detail":"A queue of stress anomalies to work through, with scouting photos and an advisory-only AI suggestion.","studies":[{"slug":"rwamera","title":"Rwamera - Crop monitoring"}]},{"title":"Indoor climate control","detail":"Setpoint suggestions for rooms of leafy greens and herbs that a head grower must approve before anything changes.","studies":[{"slug":"stacks","title":"Stacks - 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