Evaluating only Vivid Agri’s profile at its peak — without knowing the outcome — the model ranked Distribution as the #1 likely cause. That’s exactly how it died.
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Documented cause
Vivid Agri deployed soil sensors and crop monitoring IoT devices in Ecuador's banana and rose export farms, promising data-driven yield improvements. The technology worked well on large export farms but the startup's growth strategy relied on smallholder adoption in the highlands. Smallholder farmers faced high device costs relative to crop values, unreliable connectivity in the Andes, and a preference for agronomist advice over app dashboards. Vivid Agri burned through its seed round trying to subsidise devices and build connectivity infrastructure. Unable to raise a Series A, the company transferred IP to a Dutch agtech company.
Lesson
“Segment by farm scale before deploying — the enterprise and smallholder precision-ag markets require entirely different products.”