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AI for Agriculture & Food

15 ready-to-build AI use cases for agriculture & food teams, each built and tested on sample data. Open any kit to see how it was measured and where it fails.

Measured on sample data, not asserted. Every number lives on the kit’s own board.
15use casesfor Agriculture & Food
5kinds of jobthe bars below
1,152sample documentsin these kits’ data
1,647test casesgraded by code
83failures namedcase by case

What these kits do

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Where they slip, and where to watch

Across 83 named failures

  • Added or dropped an item · 29%
  • Cited the wrong source · 27%
  • Applied the wrong rule · 18%

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All 15 kits

Agriculture & FoodUC0051Check a farm's proposed spray against its label52 label extracts measuredAgriculture & FoodUC0089Check a grain warehouse's daily storage position150 daily position records measuredAgriculture & FoodUC0101Check an open grain contract against its roll deadline150 open-contract records measuredAgriculture & FoodUC0103Track who approved a risky trading partner150 counterparty review files measuredAgriculture & FoodUC0162Decide whether a fruit shipment passes its residue check270 residue release packs measuredAgriculture & FoodUC0184Turn a grain grade card into a clean ticket315 truck receiving packets measuredAgriculture & FoodUC0272Catch a grain settlement priced off the wrong schedule62 settlement tickets measuredAgriculture & FoodUC0298Match a grain elevator's scale tickets to contracts62 scale ticket sheets measuredAgriculture & FoodUC0324Check a supplier's food-safety certificate against your rules64 supplier verification dossiers measuredAgriculture & FoodUC0356Check a grain elevator's bin against the measured count62 bin reconciliation file measuredAgriculture & FoodUC0371Check a grain settlement against its own contract64 settlements measuredAgriculture & FoodUC0407Check a co-operative's patron equity ledger62 patron equity reconciliation file measuredAgriculture & FoodUC0413Check each grain trade confirmation against the contract record56 confirmation files measuredAgriculture & FoodUC0489Check a grain contract's amendment file before settlement64 contract amendment files measuredAgriculture & FoodUC0520Check a farm field's spray history against label limits64 field evidence requests measured

Rebuilt from the kit files at every deploy · last deploy before this build: 18 Oct 2026