{"id":"69eeb9a3-18ad-44fd-8b9b-d920be6e965b","modelId":"06e1a079-9bc9-4133-afaa-545c41392d40","versionId":null,"locationId":"0d03ba47-14bf-47ba-a103-b4ebed318796","operatorId":"23a3f3af-b9a5-4966-9760-d6000a382001","ownerId":null,"slug":"farmwise-titan-california","status":"operational","firstSeen":"2020-01-01T00:00:00.000Z","statusChangeReason":null,"contractType":null,"pilotOutcome":null,"endedAt":null,"unitsOnSite":null,"tasksPerformed":null,"shiftStructure":null,"hoursPerDay":null,"siteType":null,"operatorConfirmed":false,"humanSupervisionOnsite":null,"locationPrecisionTier":null,"deploymentScale":null,"siteEnvironment":null,"operatorType":"maker_operated","sourceQualityTier":null,"manufacturerSerial":null,"reviewStatus":"reviewed","sources":[{"url":"https://farmwise.io/","title":"Farmwise"},{"url":"https://www.therobotreport.com/farmwise-labs-brings-in-45m-for-robotic-weeding/","label":"FarmWise Labs brings in $45M for robotic weeding (Taylor Farms investor + customer)","title":"FarmWise Labs brings in $45M for robotic weeding (Taylor Farms investor + customer)","mediaType":"article","sourceName":"The Robot Report","publishedAt":"2022-06-02"},{"url":"https://www.therobotreport.com/farmwise-delivers-cultivation-as-a-service-for-farmers/","label":"FarmWise delivers cultivation as a service for farmers (14 Titans, 15,000 commercial hours)","title":"FarmWise delivers cultivation as a service for farmers (14 Titans, 15,000 commercial hours)","mediaType":"article","sourceName":"The Robot Report","publishedAt":"2022-07-06"},{"url":"https://www.organicproducenetwork.com/organic-growers/farmwise-s-titan-leverages-machine-learning-to-automate-weeding","label":"FarmWise's Titan Leverages Machine Learning to Automate Weeding (Salinas Valley deployment detail)","title":"FarmWise's Titan Leverages Machine Learning to Automate Weeding (Salinas Valley deployment detail)","mediaType":"article","sourceName":"Organic Produce Network"},{"url":"https://www.farmprogress.com/technology/farmwise-not-your-grandpa-s-cultivator","label":"FarmWise: Not your grandpa's cultivator","title":"FarmWise: Not your grandpa's cultivator","mediaType":"article","sourceName":"Farm Progress"}],"notes":"FarmWise Labs deployed a fleet of Titan autonomous weeding robots across farms in the Salinas Valley, Santa Maria Valley, and Yuma Valley starting in 2020 (named TIME magazine's 100 Best Inventions of 2020). Operating as a cultivation-as-a-service (RaaS) model, FarmWise charges growers per acre and delivers the robot with staffing and technical support. By June 2022 the fleet had logged 15,000 commercial hours and accumulated over 450 million scanned images of individual crops. The fleet comprised 14 Titans serving more than 20 growers, many farming organically. Taylor Farms, one of the largest US produce companies, was both an investor in FarmWise's $45M Series B (June 2022) and a customer. The Titan uses cameras and machine learning to identify and mechanically remove weeds in-row without soil damage. FarmWise subsequently pivoted toward software and data analytics.","keyFacts":[{"label":"Fleet size (as of 2022)","value":"14 Titans across 20+ growers in Salinas, Santa Maria, and Yuma Valleys"},{"label":"Commercial hours","value":"15,000+ commercial hours by June 2022"},{"label":"Service model","value":"Cultivation-as-a-Service (RaaS); per-acre fee, crop-density-dependent"},{"label":"Named customers","value":"Taylor Farms (investor + customer), Salinas Valley and surrounding region produce growers"},{"label":"Award","value":"TIME magazine 100 Best Inventions of 2020"},{"label":"Funding","value":"$45M Series B (June 2022), led by DCVC with Taylor Farms participation"}],"reviewNote":null,"exposureHours":null,"deploymentMilesEstimate":null,"exposureBasis":null,"customerSegment":null,"scaleTier":null,"contractValueUsd":null,"contractValueBasis":null,"customerCompanyId":null,"customerExternalName":null,"createdAt":"2026-06-07T22:51:58.988Z","updatedAt":"2026-07-10T05:53:39.769Z","model":{"id":"06e1a079-9bc9-4133-afaa-545c41392d40","companyId":"23a3f3af-b9a5-4966-9760-d6000a382001","modelName":"FarmWise Titan","slug":"farmwise-titan","description":"Autonomous weeding robot for vegetable fields. Uses computer vision to identify crops vs weeds and mechanical tools for precision weed removal. Reduces herbicide use.","formFactor":"agriculture","industryVertical":"agriculture","environment":"outdoor","maturityStage":"commercial","lifecycleState":"active","supersededByModelId":null,"specs":{},"manufacturerSerial":null,"reviewStatus":"reviewed","sources":[{"url":"https://www.farmwise.io/titan","title":"FarmWise Titan product page","sourceName":"FarmWise"},{"url":"https://agfundernews.com/farmwise-titan-weed-robot-commercial-launch","title":"FarmWise Titan commercial launch","sourceName":"AgFunder News"},{"url":"https://en.wikipedia.org/wiki/FarmWise","title":"FarmWise Titan (re-verified primary source)"}],"aliases":[],"collisionRisk":"low","reviewNote":"Reviewed 2026-07-14: source-gated bulk flip (non-empty sources[]). Ben-approved.","manufacturerTermForTeleop":null,"keyFacts":[{"label":"Product","value":"Autonomous weeding robot for vegetable farms - AI computer vision identifies crops vs weeds; mechanical removal without chemicals"},{"label":"Funding","value":"Series A $14.5M; Series B $45M; total ~$59.5M"},{"label":"Strategic","value":"Taylor Farms partnership; commercial deployment in California and Arizona vegetable operations"},{"label":"Differentiation","value":"Chemical-free precision weeding; reduces herbicide use; works in organic and conventional farms"}],"createdAt":"2026-06-07T14:47:42.772Z","updatedAt":"2026-07-14T21:33:20.300Z","unitsInFieldClaimed":null,"unitsInFieldVerified":null,"unitsManufacturedClaimed":null,"unitsManufacturedVerified":null,"unitsAsOf":null,"unitsSource":null,"salesModel":null,"priceUndisclosedSince":null,"autonomyClass":null,"autonomyStatement":null,"autonomyStatementSource":null,"demoForensics":null,"exportControlClass":null,"minCommitment":null,"warrantyTerms":null,"serviceModel":null,"productionRateClaimed":null,"productionRateEvidenced":null,"teleopRatioDisclosed":null,"interventionRateDisclosed":null,"company":{"id":"23a3f3af-b9a5-4966-9760-d6000a382001","name":"FarmWise","slug":"farmwise","description":"Agricultural robotics company developing AI-powered weeding robots for vegetable farming. 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Ben-approved.","atsProvider":null,"atsSlug":null,"factoryLocations":null,"manufacturingCapacity":null,"orgType":null,"burnSignal":null,"litigationEvents":null,"insurancePostureDisclosed":null,"unitEconomicsDisclosed":null,"tickerSymbol":null,"stockExchange":null,"secCik":null,"revenueUsd":null,"revenueBasis":null,"revenueAsOf":null,"employeeCount":null,"employeeCountBasis":null,"employeeCountAsOf":null,"marketCapUsd":null,"marketCapAsOf":null,"marketCapSource":null,"createdAt":"2026-06-07T14:47:42.078Z","updatedAt":"2026-07-23T13:25:01.629Z"}},"version":null,"location":{"id":"0d03ba47-14bf-47ba-a103-b4ebed318796","name":"Salinas","slug":"salinas-ca","kind":"city","parentLocationId":"fdf937a9-5eeb-4e8d-a514-ef860b351b30","region":null,"lat":36.6777,"lng":-121.6555,"reviewStatus":"reviewed","aliases":[],"collisionRisk":"high","reviewNote":null,"createdAt":"2026-06-07T22:51:58.912Z","updatedAt":"2026-07-14T23:12:09.146Z"},"operator":{"id":"23a3f3af-b9a5-4966-9760-d6000a382001","name":"FarmWise","slug":"farmwise","description":"Agricultural robotics company developing AI-powered weeding robots for vegetable farming. 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Ben-approved.","atsProvider":null,"atsSlug":null,"factoryLocations":null,"manufacturingCapacity":null,"orgType":null,"burnSignal":null,"litigationEvents":null,"insurancePostureDisclosed":null,"unitEconomicsDisclosed":null,"tickerSymbol":null,"stockExchange":null,"secCik":null,"revenueUsd":null,"revenueBasis":null,"revenueAsOf":null,"employeeCount":null,"employeeCountBasis":null,"employeeCountAsOf":null,"marketCapUsd":null,"marketCapAsOf":null,"marketCapSource":null,"createdAt":"2026-06-07T14:47:42.078Z","updatedAt":"2026-07-23T13:25:01.629Z"},"owner":null,"derived":{"trustTier":"unverified","currentPosture":null},"jsonLd":{"@context":"https://schema.org","@type":"Event","@id":"https://registry.deploy.report/deployments/farmwise-titan-california","url":"https://registry.deploy.report/deployments/farmwise-titan-california","name":"FarmWise Titan at Salinas","identifier":"69eeb9a3-18ad-44fd-8b9b-d920be6e965b","startDate":"2020-01-01T00:00:00.000Z","location":{"@type":"Place","@id":"https://registry.deploy.report/locations/salinas-ca","name":"Salinas"},"organizer":{"@type":"Organization","@id":"https://registry.deploy.report/companies/farmwise","name":"FarmWise"},"about":{"@type":"Product","@id":"https://registry.deploy.report/models/farmwise-titan","name":"FarmWise Titan"},"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":5,"primary_source_types":["secondary-trade-publication"]}}}