{"id":"08bcaf47-3702-4e9c-9d48-0b638d56e8c2","companyId":"c6deed28-76f1-4b41-9ddb-a20b9b5b1629","modelName":"Bear Flag autonomous tractor retrofit","slug":"bear-flag-autonomous-tractor","description":"Autonomous retrofit kit for existing farm tractors. Bear Flag added lidar, cameras, and GPS hardware drawn from the autonomous vehicle industry to standard tractors, enabling driverless tillage and ground-prep operations. Deployed commercially in California's Salinas Valley and Central Valley from 2020. The technology was acquired by John Deere in August 2021 and contributed to the John Deere autonomous 8R tractor program announced at CES 2022.","formFactor":"agriculture","maturityStage":"commercial","lifecycleState":"active","supersededByModelId":null,"specs":{"crops":"Lettuce, wheat, cotton, tomatoes and other vegetables","tasks":"Tillage, cultivating, ground prep","region":"California (Salinas Valley, Central Valley)","base_tractor":"John Deere 8RT (primary); other brands in development","sensor_suite":"Lidar, cameras, GPS","service_model":"Autonomous Tillage-as-a-Service (~$20/acre)"},"manufacturerSerial":null,"reviewStatus":"reviewed","sources":[{"url":"https://www.dtnpf.com/agriculture/web/ag/equipment/article/2021/02/16/custom-autonomous-tillage-kits-drive","label":"Custom Autonomous Tillage and Kits to Retrofit Tractors Drive Company","title":"Custom Autonomous Tillage and Kits to Retrofit Tractors Drive Company","mediaType":"article","publishedAt":"2021-02-16"},{"url":"https://agfundernews.com/agfunder-exit-review-why-john-deere-acquired-bear-flag-robotics-for-250m","label":"AgFunder exit review: John Deere's $250M acquisition of Bear Flag Robotics","title":"AgFunder exit review: John Deere's $250M acquisition of Bear Flag Robotics","mediaType":"article","publishedAt":"2021-08-05"}],"aliases":[],"collisionRisk":"low","reviewNote":null,"manufacturerTermForTeleop":null,"createdAt":"2026-06-11T16:21:39.874Z","updatedAt":"2026-06-12T00:10:13.759Z","jsonLd":{"@context":"https://schema.org","@type":"Product","@id":"https://registry.deploy.report/models/bear-flag-autonomous-tractor","url":"https://registry.deploy.report/models/bear-flag-autonomous-tractor","name":"Bear Flag autonomous tractor retrofit","description":"Autonomous retrofit kit for existing farm tractors. Bear Flag added lidar, cameras, and GPS hardware drawn from the autonomous vehicle industry to standard tractors, enabling driverless tillage and ground-prep operations. Deployed commercially in California's Salinas Valley and Central Valley from 2020. The technology was acquired by John Deere in August 2021 and contributed to the John Deere autonomous 8R tractor program announced at CES 2022.","identifier":"08bcaf47-3702-4e9c-9d48-0b638d56e8c2","category":"agriculture","publisher":{"@id":"https://deploy.report/#organization"}},"framework_metadata":{"framework_schema_version":"0.1.0","verification_status":"verified","maturity_stage":"commercial","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":[]}}}