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Farmforce — Digitised farmer database with quality-checked GPS field polygons (farm boundaries and on-farm infrastructure), tied to first-mile delivery records - cocoa volume harvested/delivered per farmer against assigned quotas - plus certification credentials and satellite deforestation overlays. Mid-size specialist: ~48 staff, $7.8M raised, Oslo-based, sitting on one of the largest collections of human-validated smallholder field polygons and per-farmer delivery series in cocoa. Use cases: Training polygon-accuracy and parcel-extraction models on human-validated field boundaries (rare, si…
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Digitised farmer database with quality-checked GPS field polygons (farm boundaries and on-farm infrastructure), tied to first-mile delivery records - cocoa volume harvested/delivered per farmer against assigned quotas - plus certification credentials and satellite deforestation overlays
Coverage Information Technology · Consumer StaplesAsset class Commodities · EquitiesTickers MDLZ · HSY · NSRGY
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Farmforce — Digitised farmer database with quality-checked GPS field polygons (farm boundaries and on-farm infrastructure), tied to first-mile delivery records - cocoa volume harvested/delivered per farmer against assigned quotas - plus certification credentials and satellite deforestation overlays. Mid-size specialist: ~48 staff, $7.8M raised, Oslo-based, sitting on one of the largest collections of human-validated smallholder field polygons and per-farmer delivery series in cocoa. Use cases: Training polygon-accuracy and parcel-extraction models on human-validated field boundaries (rare, si…
Farmforce offers (Geospatial, Supply Chain, ESG, Alternative) — est. hundreds of thousands to low millions of validated polygons plus linked delivery/quota records accumulated across programmes since the mid-2010s, refreshed with each season's mapping and delivery cycle.
Training polygon-accuracy and parcel-extraction models on human-validated field boundaries (rare, since most agricultural polygons are model-generated rather than walked and QA'd); labelling deforestation events against ground-verified plots; sourcing-risk and illegality detection via quota-exceedance signals; smallholder delivery-volume panels for yield and income modelling; certification-impact studies; EUDR due-diligence automation
Coverage spans Japan, US, Europe; Application Software, Agricultural Products & Services; geospatial, supply_chain, ESG, alternative; commodities, equities.
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