{"id":"7b43b6fc-c208-4eec-9438-1c682c066ef2","companyId":"883ed98e-b9d7-42ce-a7a0-f404f91804a8","modelName":"Smart Cultivator","slug":"stout-industrial-technology-smart-cultivator","description":"Stout Industrial Technology's Smart Cultivator is a tractor-drawn AI implement that uses the Stout True Vision machine vision system to distinguish crops from weeds and mechanically cultivate fields without herbicides. The system automatically adjusts for varying lighting conditions, soil color, and plant sizes, with the company claiming 99.99% accuracy in crop-vs-weed identification and precise seed-line tracking for tight machine-to-plant spacing. The company, founded in 2019 and based in Salinas, CA, commercially launched the product in 2020 to address agricultural labor shortages.","formFactor":"agriculture","maturityStage":null,"lifecycleState":"active","supersededByModelId":null,"specs":{"implement":"tractor-drawn","operation":"tractor-drawn","weed_id_accuracy_pct":"99.99"},"manufacturerSerial":null,"reviewStatus":"reviewed","sources":[{"url":"https://agtecher.com/product/stout-smart-cultivator/","label":"Stout Smart Cultivator: Precision AI Weeding Technology","title":"Stout Smart Cultivator: Precision AI Weeding Technology","mediaType":"article"},{"url":"https://www.therobotreport.com/stout-agtech-offers-smart-cultivation-powered-by-ai/","label":"Stout Agtech offers smart cultivation powered by AI","title":"Stout Agtech offers smart cultivation powered by AI","mediaType":"article"}],"aliases":[],"collisionRisk":"low","reviewNote":null,"manufacturerTermForTeleop":null,"keyFacts":[{"label":"Operation","value":"Tractor-drawn"},{"label":"Weed ID accuracy","value":"99.99%"},{"label":"Sensor suite","value":"Stout True Vision machine vision system"},{"label":"Commercial launch","value":"2020"}],"createdAt":"2026-06-27T21:36:12.839Z","updatedAt":"2026-06-28T18:22:17.471Z","jsonLd":{"@context":"https://schema.org","@type":"Product","@id":"https://registry.deploy.report/models/stout-industrial-technology-smart-cultivator","url":"https://registry.deploy.report/models/stout-industrial-technology-smart-cultivator","name":"Smart Cultivator","description":"Stout Industrial Technology's Smart Cultivator is a tractor-drawn AI implement that uses the Stout True Vision machine vision system to distinguish crops from weeds and mechanically cultivate fields without herbicides. The system automatically adjusts for varying lighting conditions, soil color, and plant sizes, with the company claiming 99.99% accuracy in crop-vs-weed identification and precise seed-line tracking for tight machine-to-plant spacing. The company, founded in 2019 and based in Salinas, CA, commercially launched the product in 2020 to address agricultural labor shortages.","identifier":"7b43b6fc-c208-4eec-9438-1c682c066ef2","category":"agriculture","publisher":{"@id":"https://deploy.report/#organization"}},"framework_metadata":{"framework_schema_version":"0.1.0","verification_status":"verified","maturity_stage":null,"lifecycle_state":"active","architectural_position":{"cohort":"agriculture","sub_cohorts":[]},"within_cohort_verified_vs_claimed_pair":null,"cap_flags":[],"verification_depth":{"sources_count":2,"primary_source_types":["secondary-trade-publication"]}}}