{"schemaVersion":"1.0","generatedFrom":"https://brightaifuture.com/discoveries/imecemobil-turkish-growers","record":{"id":"imecemobil-turkish-growers","headline":"A grower sees water stress before walking the field.","canonicalUrl":"https://brightaifuture.com/discoveries/imecemobil-turkish-growers","datePublished":"2026-09-19","dateModified":null,"sourcePublicationDate":"2026-06-16","author":null,"publisher":{"name":"Bright AI Future","url":"https://brightaifuture.com/"},"topics":[],"summary":"İmeceMobil analyzes satellite imagery for crop and water conditions and sends local weather and pest alerts; one grower reported reducing a three-to-four-hour task to about 45 minutes.","evidenceState":"Deployed","keyFacts":[{"label":"AI’s role","value":"The application analyzes satellite imagery and local conditions to surface field-level crop, water, weather, and pest information."},{"label":"Documented result","value":"The platform reports 150,000 monthly active users. Oğuzhan Özacar reports reducing one field task from three-to-four hours to about 45 minutes and saving water and fertilizer; these are platform and individual reports, not controlled outcomes."},{"label":"Important limitation","value":"Time and input savings are testimonial, not causal program-wide measurements."}],"limitations":["Time and input savings are testimonial, not causal program-wide measurements.","The 150,000-user figure is platform-reported.","Utility depends on satellite quality, connectivity, crop, and local advice."],"evidenceLinks":[{"title":"Farming is risky business. This app helps Turkish growers succeed","url":"https://news.microsoft.com/source/emea/features/farming-is-risky-business-this-app-helps-turkish-growers-succeed/","type":"institution"},{"title":"İmeceMobil - Tarım için her şey!","url":"https://www.imecemobil.com.tr/","type":"institution"}],"evidencePackUrl":"https://brightaifuture.com/evidence-pack/imecemobil-turkish-growers","embedUrl":"https://brightaifuture.com/embed/story/imecemobil-turkish-growers","attribution":{"credit":"Bright AI Future","requirements":["Link to the canonical Bright record.","Keep material limitations with the claim they qualify.","Link to the original evidence when repeating a substantive claim.","Do not describe a source check or organization-reported result as independent verification."],"sourceRights":"Linked source material, quotations, trademarks and media remain subject to their owners’ terms. No reuse right is granted for third-party media."}},"claim":{"humanProblem":"Growers must repeatedly inspect fields and decide when to irrigate, fertilize, or respond to pests under changing weather.","priorConstraint":"Field checks take time and may reveal stress only after it is visible on the ground.","aiRole":"The application analyzes satellite imagery and local conditions to surface field-level crop, water, weather, and pest information.","documentedResult":"The platform reports 150,000 monthly active users. Oğuzhan Özacar reports reducing one field task from three-to-four hours to about 45 minutes and saving water and fertilizer; these are platform and individual reports, not controlled outcomes.","whyItMayMatter":"The story makes a digital service tangible through a grower's time and judgment without generalizing one person's experience.","unresolvedQuestions":["What measured water, input, yield, and income changes appear across farms?","How does the service perform for small or fragmented plots?","What data rights and appeal routes do growers have?"]},"evidenceAssessment":{"state":"Deployed","claimConfidence":"medium","reviewState":"approved","reviewMethod":"ai-assisted","reviewNote":"AI-assisted editorial comparison with the cited primary sources, explicit evidence limits, and held alternatives. Publication authorized by the site owner on 2026-09-19; no human source review or independent replication is claimed.","lastSourceReview":"2026-09-19","independentVerification":"not-established-by-this-source-review"},"sources":[{"id":"source-imece-ms","title":"Farming is risky business. This app helps Turkish growers succeed","url":"https://news.microsoft.com/source/emea/features/farming-is-risky-business-this-app-helps-turkish-growers-succeed/","type":"institution"},{"id":"source-imece-product","title":"İmeceMobil - Tarım için her şey!","url":"https://www.imecemobil.com.tr/","type":"institution"}],"revisions":[{"id":"revision:sept26-imece-01","recordedAt":"2026-09-19","summary":"Initial human-centered grower draft with testimonial boundary.","sourceIds":["source-imece-ms","source-imece-product"]}],"corrections":[]}